From 1bade2215a19f5e3793065c40ab625717c5db9ae Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Oct 2021 22:01:00 +0200 Subject: [PATCH 001/270] floating offshore wind - minimal representation --- Snakefile | 2 +- config.default.yaml | 17 +++++++++++++++++ data/costs.csv | 3 +++ scripts/build_renewable_profiles.py | 5 +++++ 4 files changed, 26 insertions(+), 1 deletion(-) diff --git a/Snakefile b/Snakefile index 1196d47b0..7a1109c71 100644 --- a/Snakefile +++ b/Snakefile @@ -181,7 +181,7 @@ rule build_renewable_profiles: corine="data/bundle/corine/g250_clc06_V18_5.tif", natura="resources/natura.tiff", gebco=lambda w: ("data/bundle/GEBCO_2014_2D.nc" - if "max_depth" in config["renewable"][w.technology].keys() + if any(key in ["max_depth", "min_depth"] for key in config["renewable"][w.technology].keys()) else []), country_shapes='resources/country_shapes.geojson', offshore_shapes='resources/offshore_shapes.geojson', diff --git a/config.default.yaml b/config.default.yaml index a0ffbe478..2fa80f0e0 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -139,6 +139,23 @@ renewable: min_shore_distance: 30000 potential: simple # or conservative clip_p_max_pu: 1.e-2 + offwind-float: + cutout: europe-2013-era5 + resource: + method: wind + turbine: NREL_ReferenceTurbine_5MW_offshore + # ScholzPhd Tab 4.3.1: 10MW/km^2 + capacity_per_sqkm: 2 + correction_factor: 0.8855 + # proxy for wake losses + # from 10.1016/j.energy.2018.08.153 + # until done more rigorously in #153 + corine: [44, 255] + natura: true + min_depth: 50 + max_depth: 500 + potential: simple # or conservative + clip_p_max_pu: 1.e-2 solar: cutout: europe-2013-sarah resource: diff --git a/data/costs.csv b/data/costs.csv index 8953eb8a8..a7412753a 100644 --- a/data/costs.csv +++ b/data/costs.csv @@ -24,6 +24,9 @@ offwind-ac-connection-underground,2030,investment,1342,EUR/MW/km,DEA https://ens offwind-dc-station,2030,investment,400,EUR/kWel,Haertel 2017; assuming one onshore and one offshore node + 13% learning reduction offwind-dc-connection-submarine,2030,investment,2000,EUR/MW/km,DTU report based on Fig 34 of https://ec.europa.eu/energy/sites/ener/files/documents/2014_nsog_report.pdf offwind-dc-connection-underground,2030,investment,1000,EUR/MW/km,Haertel 2017; average + 13% learning reduction +offwind-float-station,2030,investment,400,EUR/kWel,Haertel 2017; assuming one onshore and one offshore node + 13% learning reduction +offwind-float-connection-submarine,2030,investment,2000,EUR/MW/km,DTU report based on Fig 34 of https://ec.europa.eu/energy/sites/ener/files/documents/2014_nsog_report.pdf +offwind-float-connection-underground,2030,investment,1000,EUR/MW/km,Haertel 2017; average + 13% learning reduction solar,2030,investment,600,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348 biomass,2030,investment,2209,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348 geothermal,2030,investment,3392,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348 diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 9ce83de37..ab46ee4f5 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -31,6 +31,7 @@ distance: natura: max_depth: + min_depth: max_shore_distance: min_shore_distance: capacity_per_sqkm: @@ -242,6 +243,10 @@ func = functools.partial(np.greater,-config['max_depth']) excluder.add_raster(paths.gebco, codes=func, crs=4236, nodata=-1000) + if "min_depth" in config: + func = functools.partial(np.greater,-config['min_depth']) + excluder.add_raster(paths.gebco, codes=func, crs=4236, nodata=-1000, invert=True) + if 'min_shore_distance' in config: buffer = config['min_shore_distance'] excluder.add_geometry(paths.country_shapes, buffer=buffer) From 33a1c5092375a3139903b044b96cc8a4883ab6c0 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Mon, 30 Oct 2023 19:18:25 +0600 Subject: [PATCH 002/270] Add cp1252 encoding --- scripts/build_biomass_transport_costs.py | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/scripts/build_biomass_transport_costs.py b/scripts/build_biomass_transport_costs.py index 9271b6002..a5db4c9d1 100644 --- a/scripts/build_biomass_transport_costs.py +++ b/scripts/build_biomass_transport_costs.py @@ -24,13 +24,14 @@ def get_countries(): - pandas_options = dict(skiprows=range(6), header=None, index_col=0) + pandas_options = dict(skiprows=range(6), header=None, index_col=0, encoding='cp1252') return tbl.read_pdf( str(snakemake.input.transport_cost_data), pages="145", multiple_tables=False, pandas_options=pandas_options, + encoding='cp1252', )[0].index @@ -41,6 +42,7 @@ def get_cost_per_tkm(page, countries): sep=" |,", engine="python", index_col=False, + encoding='cp1252', ) sc = tbl.read_pdf( @@ -48,6 +50,7 @@ def get_cost_per_tkm(page, countries): pages=page, multiple_tables=False, pandas_options=pandas_options, + encoding='cp1252', )[0] sc.index = countries sc.columns = sc.columns.str.replace("€", "EUR") @@ -80,4 +83,15 @@ def build_biomass_transport_costs(): if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "build_biomass_transport_costs", + simpl="", + clusters=48, + ll="v1.0", + sector_opts="Co2L0-168H-T-H-B-I-solar3-dist1", + ) + build_biomass_transport_costs() From 0e97d39c4c1fbc6ae4619e24550baff3d5e0addf Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 30 Oct 2023 14:10:53 +0000 Subject: [PATCH 003/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_biomass_transport_costs.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/scripts/build_biomass_transport_costs.py b/scripts/build_biomass_transport_costs.py index a5db4c9d1..c20b38827 100644 --- a/scripts/build_biomass_transport_costs.py +++ b/scripts/build_biomass_transport_costs.py @@ -24,14 +24,16 @@ def get_countries(): - pandas_options = dict(skiprows=range(6), header=None, index_col=0, encoding='cp1252') + pandas_options = dict( + skiprows=range(6), header=None, index_col=0, encoding="cp1252" + ) return tbl.read_pdf( str(snakemake.input.transport_cost_data), pages="145", multiple_tables=False, pandas_options=pandas_options, - encoding='cp1252', + encoding="cp1252", )[0].index @@ -42,7 +44,7 @@ def get_cost_per_tkm(page, countries): sep=" |,", engine="python", index_col=False, - encoding='cp1252', + encoding="cp1252", ) sc = tbl.read_pdf( @@ -50,7 +52,7 @@ def get_cost_per_tkm(page, countries): pages=page, multiple_tables=False, pandas_options=pandas_options, - encoding='cp1252', + encoding="cp1252", )[0] sc.index = countries sc.columns = sc.columns.str.replace("€", "EUR") From 728d74caa889e42003a2146243c7ff9b9719cc3a Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 15:46:46 +0100 Subject: [PATCH 004/270] update floating wind settings --- config/config.default.yaml | 2 ++ config/test/config.electricity.yaml | 5 ++++- config/test/config.myopic.yaml | 5 ++++- config/test/config.overnight.yaml | 5 ++++- config/test/config.perfect.yaml | 5 ++++- doc/configtables/electricity.csv | 4 ++-- doc/configuration.rst | 20 ++++++++++++++++++-- doc/wildcards.rst | 4 ++-- rules/build_sector.smk | 1 + scripts/plot_summary.py | 1 + scripts/solve_network.py | 4 ++-- 11 files changed, 44 insertions(+), 12 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index e4541f801..dc4de3a3a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -211,6 +211,8 @@ renewable: # until done more rigorously in #153 corine: [44, 255] natura: true + ship_threshold: 400 + excluder_resolution: 200 min_depth: 60 max_depth: 1000 potential: simple # or conservative diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index b750bf629..a2c90659a 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -32,7 +32,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] atlite: @@ -53,6 +53,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 0bb85ec6c..8763f4d49 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -39,7 +39,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] atlite: default_cutout: be-03-2013-era5 @@ -59,6 +59,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index a2a0f5a46..121b58bb4 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -36,7 +36,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] atlite: default_cutout: be-03-2013-era5 @@ -56,6 +56,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index c99f4122c..9f54d2447 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -39,7 +39,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] sector: min_part_load_fischer_tropsch: 0 @@ -62,6 +62,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 4c04fee66..7d101b1e0 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -24,13 +24,13 @@ custom_powerplants,--,"use `pandas.query `_. The value is depreciated but still can be used. -- year,--,bool,Renewable capacities are based on existing capacities reported by IRENA (IRENASTAT) for the specified year -- expansion_limit,--,float or false,"Artificially limit maximum IRENA capacities to a factor. For example, an ``expansion_limit: 1.1`` means 110% of capacities . If false are chosen, the estimated renewable potentials determine by the workflow are used." -- technology_mapping,,,Mapping between PyPSA-Eur and powerplantmatching technology names --- -- Offshore,--,"Any subset of {offwind-ac, offwind-dc}","List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) onshore technology." +-- -- Offshore,--,"Any subset of {offwind-ac, offwind-dc, offwind-float}","List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) onshore technology." -- -- Offshore,--,{onwind},"List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) offshore technology." -- -- PV,--,{solar},"List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) PV technology." diff --git a/doc/configuration.rst b/doc/configuration.rst index ceda11416..4171bcc98 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -265,7 +265,7 @@ Define and specify the ``atlite.Cutout`` used for calculating renewable potentia .. literalinclude:: ../config/config.default.yaml :language: yaml :start-at: offwind-dc: - :end-before: solar: + :end-before: offwind-float: .. csv-table:: :header-rows: 1 @@ -273,9 +273,25 @@ Define and specify the ``atlite.Cutout`` used for calculating renewable potentia :file: configtables/offwind-dc.csv .. note:: - both ``offwind-ac`` and ``offwind-dc`` have the same assumption on + Both ``offwind-ac`` and ``offwind-dc`` have the same assumption on ``capacity_per_sqkm`` and ``correction_factor``. +``offwind-float`` +--------------- + +.. literalinclude:: ../config/config.default.yaml + :language: yaml + :start-at: offwind-float: + :end-before: solar: + +.. csv-table:: + :header-rows: 1 + :widths: 22,7,22,33 + :file: configtables/offwind-dc.csv + +.. note:: + ``offwind-ac``, ``offwind-dc`` , ``offwind-float`` have the same assumption on + ``capacity_per_sqkm`` and ``correction_factor``. ``solar`` --------------- diff --git a/doc/wildcards.rst b/doc/wildcards.rst index 75eec1922..d7b874895 100644 --- a/doc/wildcards.rst +++ b/doc/wildcards.rst @@ -35,8 +35,8 @@ The ``{technology}`` wildcard The ``{technology}`` wildcard specifies for which renewable energy technology to produce availability time series and potentials using the rule :mod:`build_renewable_profiles`. -It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``, and ``solar`` but **not** ``hydro`` -(since hydroelectric plant profiles are created by a different rule). +It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``,``offwind-float``, and ``solar`` but **not** ``hydro`` +(since hydroelectric plant profiles are created by a different rule)`` .. _simpl: diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 5a9e8646d..16bbba985 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -748,6 +748,7 @@ rule prepare_sector_network: else "data/costs_{planning_horizons}.csv", profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc", profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc", + profile_offwind_float=RESOURCES + "profile_offwind-float.nc", h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv", busmap_s=RESOURCES + "busmap_elec_s{simpl}.csv", busmap=RESOURCES + "busmap_elec_s{simpl}_{clusters}.csv", diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 2651878a2..0aa514193 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -62,6 +62,7 @@ def rename_techs(label): "offwind": "offshore wind", "offwind-ac": "offshore wind (AC)", "offwind-dc": "offshore wind (DC)", + "offwind-float": "offshore wind (Float)", "onwind": "onshore wind", "ror": "hydroelectricity", "hydro": "hydroelectricity", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 224d47147..4399c2202 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -115,7 +115,7 @@ def check_p_min_p_max(p_nom_max): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc", "offwind-float"]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -150,7 +150,7 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc", "offwind-float"]: existing = n.generators.loc[n.generators.carrier == carrier, "p_nom"] ind = list( {i.split(sep=" ")[0] + " " + i.split(sep=" ")[1] for i in existing.index} From 520c3fbe98f8f67cef039de1232749fed271b52c Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 16:23:00 +0100 Subject: [PATCH 005/270] update doc --- doc/configuration.rst | 2 +- doc/wildcards.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/configuration.rst b/doc/configuration.rst index 4171bcc98..e94e8bc1f 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -287,7 +287,7 @@ Define and specify the ``atlite.Cutout`` used for calculating renewable potentia .. csv-table:: :header-rows: 1 :widths: 22,7,22,33 - :file: configtables/offwind-dc.csv + :file: configtables/offwind-float.csv .. note:: ``offwind-ac``, ``offwind-dc`` , ``offwind-float`` have the same assumption on diff --git a/doc/wildcards.rst b/doc/wildcards.rst index d7b874895..167a2ded4 100644 --- a/doc/wildcards.rst +++ b/doc/wildcards.rst @@ -35,7 +35,7 @@ The ``{technology}`` wildcard The ``{technology}`` wildcard specifies for which renewable energy technology to produce availability time series and potentials using the rule :mod:`build_renewable_profiles`. -It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``,``offwind-float``, and ``solar`` but **not** ``hydro`` +It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``, ``offwind-float``, and ``solar`` but **not** ``hydro`` (since hydroelectric plant profiles are created by a different rule)`` .. _simpl: From 7241efd3a45d0442df41bba9e861db7e4f2e28d1 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 16:31:06 +0100 Subject: [PATCH 006/270] add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 9b1381ce5..7c508627d 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Add floating wind to PyPSA-Eur + * Updated Global Energy Monitor LNG terminal data to March 2023 version. * For industry distribution, use EPRTR as fallback if ETS data is not available. From 4f28dfd4fdda639151a8b7558f16fd058e6848ee Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 6 Nov 2023 15:38:03 +0000 Subject: [PATCH 007/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 5 ++++- scripts/build_renewable_profiles.py | 8 +++++--- 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6e1a35ccc..b51e9b4eb 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -220,7 +220,10 @@ rule build_renewable_profiles: gebco=ancient( lambda w: ( "data/bundle/GEBCO_2014_2D.nc" - if (config["renewable"][w.technology].get("max_depth") or config["renewable"][w.technology].get("min_depth")) + if ( + config["renewable"][w.technology].get("max_depth") + or config["renewable"][w.technology].get("min_depth") + ) else [] ) ), diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index a54c73efd..fdb2306b1 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -267,10 +267,12 @@ # and exclude areas where: -max_depth > grid cell depth func = functools.partial(np.greater, -params["max_depth"]) excluder.add_raster(snakemake.input.gebco, codes=func, crs=4326, nodata=-1000) - + if params.get("min_depth"): - func = functools.partial(np.greater,-params['min_depth']) - excluder.add_raster(snakemake.input.gebco, codes=func, crs=4326, nodata=-1000, invert=True) + func = functools.partial(np.greater, -params["min_depth"]) + excluder.add_raster( + snakemake.input.gebco, codes=func, crs=4326, nodata=-1000, invert=True + ) if "min_shore_distance" in params: buffer = params["min_shore_distance"] From 816e7b02387db66b208b6bceac3c27744b91d480 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 16:47:05 +0100 Subject: [PATCH 008/270] do not consider floating wind min depth for CI testing --- config/test/config.electricity.yaml | 1 + config/test/config.myopic.yaml | 1 + config/test/config.overnight.yaml | 1 + config/test/config.perfect.yaml | 1 + 4 files changed, 4 insertions(+) diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index a2c90659a..cfb04f0e2 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -56,6 +56,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 8763f4d49..d29e7925c 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -62,6 +62,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 121b58bb4..f0ca61729 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -59,6 +59,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 9f54d2447..c450f00fd 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -65,6 +65,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 From a78137852fb9c37a38dc8557d2ddf7495fec412d Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Tue, 7 Nov 2023 16:54:44 +0100 Subject: [PATCH 009/270] default config: change technology data reference --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index dc4de3a3a..3c402d0d3 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -584,7 +584,7 @@ industry: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs costs: year: 2030 - version: v0.6.0 + version: 1e6e79a rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) social_discountrate: 0.02 fill_values: From b70aa59dce9576ede6d69b5d716073520e4a218c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 1 Mar 2024 11:32:12 +0100 Subject: [PATCH 010/270] safe transport demand in unit kinetic energy --- scripts/build_transport_demand.py | 52 ++++++++++++++----------------- 1 file changed, 23 insertions(+), 29 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index de561e3f8..7e54b5670 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -19,13 +19,16 @@ def build_nodal_transport_data(fn, pop_layout): + # get numbers of car and fuel efficieny per country transport_data = pd.read_csv(fn, index_col=0) - + + # break number of cars down to nodal level based on population density nodal_transport_data = transport_data.loc[pop_layout.ct].fillna(0.0) nodal_transport_data.index = pop_layout.index nodal_transport_data["number cars"] = ( pop_layout["fraction"] * nodal_transport_data["number cars"] ) + # fill missing fuel efficiency with average data nodal_transport_data.loc[ nodal_transport_data["average fuel efficiency"] == 0.0, "average fuel efficiency", @@ -35,10 +38,14 @@ def build_nodal_transport_data(fn, pop_layout): def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): - ## Get overall demand curve for all vehicles - - traffic = pd.read_csv(traffic_fn, skiprows=2, usecols=["count"]).squeeze("columns") - + """ + returns transport demand per bus in unit kinetic energy. + """ + # averaged weekly counts from the year 2010-2015 + traffic = pd.read_csv(traffic_fn, skiprows=2, + usecols=["count"]).squeeze("columns") + + # create annual profile take account time zone + summer time transport_shape = generate_periodic_profiles( dt_index=snapshots, nodes=nodes, @@ -46,15 +53,6 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): ) transport_shape = transport_shape / transport_shape.sum() - # electric motors are more efficient, so alter transport demand - - plug_to_wheels_eta = options["bev_plug_to_wheel_efficiency"] - battery_to_wheels_eta = plug_to_wheels_eta * options["bev_charge_efficiency"] - - efficiency_gain = ( - nodal_transport_data["average fuel efficiency"] / battery_to_wheels_eta - ) - # get heating demand for correction to demand time series temperature = xr.open_dataarray(airtemp_fn).to_pandas() @@ -67,16 +65,8 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): options["ICE_upper_degree_factor"], ) - dd_EV = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["EV_lower_degree_factor"], - options["EV_upper_degree_factor"], - ) - + # divide out the heating/cooling demand from ICE totals - # and multiply back in the heating/cooling demand for EVs ice_correction = (transport_shape * (1 + dd_ICE)).sum() / transport_shape.sum() energy_totals_transport = ( @@ -87,8 +77,7 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): return ( (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears) - .divide(efficiency_gain * ice_correction) - .multiply(1 + dd_EV) + .divide(nodal_transport_data["average fuel efficiency"] * ice_correction) ) @@ -125,11 +114,14 @@ def bev_availability_profile(fn, snapshots, nodes, options): """ Derive plugged-in availability for passenger electric vehicles. """ + # car count in typical week traffic = pd.read_csv(fn, skiprows=2, usecols=["count"]).squeeze("columns") - + # maximum share plugged-in availability for passenger electric vehicles avail_max = options["bev_avail_max"] + # average share plugged-in availability for passenger electric vehicles avail_mean = options["bev_avail_mean"] + # linear scaling, highest when traffic is lowest, decreases if traffic increases avail = avail_max - (avail_max - avail_mean) * (traffic - traffic.min()) / ( traffic.mean() - traffic.min() ) @@ -149,7 +141,9 @@ def bev_availability_profile(fn, snapshots, nodes, options): def bev_dsm_profile(snapshots, nodes, options): dsm_week = np.zeros((24 * 7,)) - + + # assuming that at a certain time ("bev_dsm_restriction_time") EVs have to + # be charged to a minimum value (defined in bev_dsm_restriction_value) dsm_week[(np.arange(0, 7, 1) * 24 + options["bev_dsm_restriction_time"])] = options[ "bev_dsm_restriction_value" ] @@ -160,7 +154,7 @@ def bev_dsm_profile(snapshots, nodes, options): weekly_profile=dsm_week, ) - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -168,7 +162,7 @@ def bev_dsm_profile(snapshots, nodes, options): snakemake = mock_snakemake( "build_transport_demand", simpl="", - clusters=48, + clusters=37, ) configure_logging(snakemake) set_scenario_config(snakemake) From 548a99f273c2e1860d28cfa2d32469959ffe915e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 1 Mar 2024 15:19:00 +0100 Subject: [PATCH 011/270] restructure to links without temperature correction --- scripts/prepare_sector_network.py | 311 +++++++++++++++++------------- 1 file changed, 176 insertions(+), 135 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9a9db36fa..67b3fd7dc 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -24,6 +24,7 @@ ) from add_electricity import calculate_annuity, sanitize_carriers, sanitize_locations from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 +from build_transport_demand import transport_degree_factor from networkx.algorithms import complement from networkx.algorithms.connectivity.edge_augmentation import k_edge_augmentation from prepare_network import maybe_adjust_costs_and_potentials @@ -1502,90 +1503,71 @@ def add_storage_and_grids(n, costs): ) -def add_land_transport(n, costs): - # TODO options? - - logger.info("Add land transport") - - transport = pd.read_csv( - snakemake.input.transport_demand, index_col=0, parse_dates=True - ) - number_cars = pd.read_csv(snakemake.input.transport_data, index_col=0)[ - "number cars" - ] - avail_profile = pd.read_csv( - snakemake.input.avail_profile, index_col=0, parse_dates=True - ) - dsm_profile = pd.read_csv( - snakemake.input.dsm_profile, index_col=0, parse_dates=True - ) - - fuel_cell_share = get(options["land_transport_fuel_cell_share"], investment_year) - electric_share = get(options["land_transport_electric_share"], investment_year) - ice_share = get(options["land_transport_ice_share"], investment_year) - - total_share = fuel_cell_share + electric_share + ice_share +def check_land_transport_shares(shares): + # Sums up the shares, ignoring None values + total_share = sum(filter(None, shares)) if total_share != 1: logger.warning( - f"Total land transport shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." + f"Total land transport shares sum up to {total_share:.2%}," + "corresponding to increased or decreased demand assumptions." ) - logger.info(f"FCEV share: {fuel_cell_share*100}%") - logger.info(f"EV share: {electric_share*100}%") - logger.info(f"ICEV share: {ice_share*100}%") - - nodes = pop_layout.index - - if electric_share > 0: - n.add("Carrier", "Li ion") +def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, + number_cars, temperature): + + n.add("Carrier", "Li ion") - n.madd( - "Bus", - nodes, - suffix=" EV battery", - location=nodes, - carrier="Li ion", - unit="MWh_el", - ) - - p_set = ( - electric_share - * ( - transport[nodes] - + cycling_shift(transport[nodes], 1) - + cycling_shift(transport[nodes], 2) - ) - / 3 - ) - - n.madd( - "Load", - nodes, - suffix=" land transport EV", - bus=nodes + " EV battery", - carrier="land transport EV", - p_set=p_set, - ) + n.madd( + "Bus", + nodes, + suffix=" EV battery", + location=nodes, + carrier="Li ion", + unit="MWh_el", + ) + + # temperature correction for EVs + dd_EV = transport_degree_factor( + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["EV_lower_degree_factor"], + options["EV_upper_degree_factor"], + ) + + profile = p_set/p_set.max() + efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] + + n.madd( + "Link", + nodes, + suffix=" land transport EV", + bus0=nodes + " EV battery", + bus1=nodes + " land transport", + carrier="land transport EV", + efficiency=efficiency, + p_min_pu=profile, + p_max_pu=profile, + p_nom=electric_share*p_set.max()/efficiency, + p_nom_extendable=False, + ) + - p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share + p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share - n.madd( - "Link", - nodes, - suffix=" BEV charger", - bus0=nodes, - bus1=nodes + " EV battery", - p_nom=p_nom, - carrier="BEV charger", - p_max_pu=avail_profile[nodes], - efficiency=options.get("bev_charge_efficiency", 0.9), - # These were set non-zero to find LU infeasibility when availability = 0.25 - # p_nom_extendable=True, - # p_nom_min=p_nom, - # capital_cost=1e6, #i.e. so high it only gets built where necessary - ) + n.madd( + "Link", + nodes, + suffix=" BEV charger", + bus0=nodes, + bus1=nodes + " EV battery", + p_nom=p_nom, + carrier="BEV charger", + p_max_pu=avail_profile[nodes], + efficiency=options.get("bev_charge_efficiency", 0.9), + ) - if electric_share > 0 and options["v2g"]: + if options["v2g"]: n.madd( "Link", nodes, @@ -1597,15 +1579,15 @@ def add_land_transport(n, costs): p_max_pu=avail_profile[nodes], efficiency=options.get("bev_charge_efficiency", 0.9), ) - - if electric_share > 0 and options["bev_dsm"]: + + if options["bev_dsm"]: e_nom = ( number_cars * options.get("bev_energy", 0.05) * options["bev_availability"] * electric_share ) - + n.madd( "Store", nodes, @@ -1617,61 +1599,120 @@ def add_land_transport(n, costs): e_max_pu=1, e_min_pu=dsm_profile[nodes], ) + +def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): + + efficiency = options["transport_fuel_cell_efficiency"] + profile = p_set / p_set.max() + p_nom = fuel_cell_share * p_set / efficiency + + n.madd( + "Link", + nodes, + suffix=" land transport fuel cell", + bus0=spatial.h2.nodes, + bus1=nodes + " land transport", + carrier="land transport fuel cell", + efficiency=efficiency, + p_nom_extendable=False, + p_nom=p_nom, + p_min_pu=profile, + p_max_pu=profile, + ) + + +def add_ice_cars(n, nodes, p_set, ice_share, temperature): + + add_carrier_buses(n, "oil") + + ice_efficiency = options["transport_internal_combustion_efficiency"] + + if not options["regional_oil_demand"]: + p_nom = ice_share * p_set.sum(axis=1).max() / ice_efficiency + else: + p_nom = ice_share * p_set.max() / ice_efficiency + + + n.madd( + "Link", + nodes + " land transport ICE", + bus0=spatial.oil.nodes, + bus1=nodes + " land transport", + bus2=["co2 atmosphere"], + carrier="land transport oil", + efficiency=ice_efficiency, + efficiency2=costs.at["oil", "CO2 intensity"], + p_nom_extendable=True, + # p_nom=p_nom, + capital_cost=1e4, + ) + +def add_land_transport(n, costs): + # TODO options? - if fuel_cell_share > 0: - n.madd( - "Load", + logger.info("Add land transport") + + # read in transport demand in units kinetic energy + transport = pd.read_csv( + snakemake.input.transport_demand, index_col=0, parse_dates=True + ) + number_cars = pd.read_csv(snakemake.input.transport_data, index_col=0)[ + "number cars" + ] + avail_profile = pd.read_csv( + snakemake.input.avail_profile, index_col=0, parse_dates=True + ) + dsm_profile = pd.read_csv( + snakemake.input.dsm_profile, index_col=0, parse_dates=True + ) + + # exogenous share of passenger car type + engine_types = ["fuel_cell", "electric", "ice"] + shares = pd.Series() + for engine in engine_types: + shares[engine] = get(options[f"land_transport_{engine}_share"], + investment_year) + logger.info(f"{engine} share: {shares[engine]*100}%") + + check_land_transport_shares(shares) + + nodes = spatial.nodes + + # Add load for transport demand + n.add("Carrier", "land transport demand") + + n.madd("Bus", nodes, - suffix=" land transport fuel cell", - bus=nodes + " H2", - carrier="land transport fuel cell", - p_set=fuel_cell_share - / options["transport_fuel_cell_efficiency"] - * transport[nodes], - ) - - if ice_share > 0: - add_carrier_buses(n, "oil") - - ice_efficiency = options["transport_internal_combustion_efficiency"] - - p_set_land_transport_oil = ( - ice_share - / ice_efficiency - * transport[nodes].rename(columns=lambda x: x + " land transport oil") - ) - - if not options["regional_oil_demand"]: - p_set_land_transport_oil = p_set_land_transport_oil.sum(axis=1).to_frame( - name="EU land transport oil" - ) - - n.madd( - "Bus", - spatial.oil.land_transport, - location=spatial.oil.demand_locations, - carrier="land transport oil", - unit="land transport", - ) - - n.madd( - "Load", - spatial.oil.land_transport, - bus=spatial.oil.land_transport, - carrier="land transport oil", - p_set=p_set_land_transport_oil, - ) - - n.madd( - "Link", - spatial.oil.land_transport, - bus0=spatial.oil.nodes, - bus1=spatial.oil.land_transport, - bus2="co2 atmosphere", - carrier="land transport oil", - efficiency2=costs.at["oil", "CO2 intensity"], - p_nom_extendable=True, - ) + location=nodes, + suffix=" land transport", + carrier="land transport demand", + unit="MWh_kinetic") + + p_set = transport[nodes] + + # add demand + n.madd( + "Load", + nodes, + suffix=" land transport", + bus=nodes + " land transport", + carrier="land transport demand", + p_set=p_set, + ) + + # temperature for correction factor for heating/cooling + temperature = xr.open_dataarray(snakemake.input.temp_air_total).to_pandas() + + if shares["electric"] > 0: + add_EVs(n, nodes, avail_profile, dsm_profile, p_set, shares["electric"], + number_cars, temperature) + + if shares["fuel_cell"] > 0: + add_fuel_cell_cars(n, nodes, p_set, shares["fuel_cell"], temperature) + + if shares["ice"] > 0: + add_ice_cars(n, nodes, p_set, shares["ice"], temperature) + def build_heat_demand(n): @@ -3565,19 +3606,19 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): -compression_per_1000km * n.links.loc[carrier_i, "length_original"] / 1e3 ) - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( "prepare_sector_network", - configfiles="test/config.overnight.yaml", + # configfiles="test/config.overnight.yaml", simpl="", opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-24H-T-H-B-I-A-dist1", + sector_opts="730H-T-H-B-I-A-dist1", planning_horizons="2030", ) From bed2ef43d5b222bad6bb5c5c65361815b03746c3 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 1 Mar 2024 15:47:52 +0100 Subject: [PATCH 012/270] fix p_nom ICE --- scripts/prepare_sector_network.py | 14 ++++++-------- 1 file changed, 6 insertions(+), 8 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 67b3fd7dc..ca763d1ed 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1627,24 +1627,22 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): ice_efficiency = options["transport_internal_combustion_efficiency"] - if not options["regional_oil_demand"]: - p_nom = ice_share * p_set.sum(axis=1).max() / ice_efficiency - else: - p_nom = ice_share * p_set.max() / ice_efficiency + p_nom = ice_share * p_set.max() / ice_efficiency + suffix = " land transport ICE" + p_nom.rename(lambda x: x + suffix, inplace=True) n.madd( "Link", - nodes + " land transport ICE", + nodes + suffix, bus0=spatial.oil.nodes, bus1=nodes + " land transport", bus2=["co2 atmosphere"], carrier="land transport oil", efficiency=ice_efficiency, efficiency2=costs.at["oil", "CO2 intensity"], - p_nom_extendable=True, - # p_nom=p_nom, - capital_cost=1e4, + p_nom_extendable=False, + p_nom=p_nom, ) def add_land_transport(n, costs): From 8efe43f35f685b58bc20d497da4d68c508b84de8 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 08:34:08 +0100 Subject: [PATCH 013/270] add temperature correction --- scripts/prepare_sector_network.py | 41 ++++++++++++++++++++++++++----- scripts/solve_network.py | 6 ++--- 2 files changed, 38 insertions(+), 9 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ca763d1ed..db93ede8a 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1535,8 +1535,13 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, options["EV_upper_degree_factor"], ) + temp_eff = 1 / (1+dd_EV) + profile = p_set/p_set.max() - efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] + + car_efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] + + efficiency = car_efficiency * temp_eff n.madd( "Link", @@ -1602,9 +1607,21 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): - efficiency = options["transport_fuel_cell_efficiency"] + # correction factors for vehicle heating + cooling + dd_ICE = transport_degree_factor( + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) + temp_eff = 1 / (1+dd_ICE) + car_efficiency = options["transport_fuel_cell_efficiency"] + efficiency = car_efficiency * temp_eff + + profile = p_set / p_set.max() - p_nom = fuel_cell_share * p_set / efficiency + p_nom = fuel_cell_share * p_set / car_efficiency n.madd( "Link", @@ -1624,10 +1641,22 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): def add_ice_cars(n, nodes, p_set, ice_share, temperature): add_carrier_buses(n, "oil") + + # correction factors for vehicle heating + cooling + dd_ICE = transport_degree_factor( + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) + temp_eff = 1 / (1+dd_ICE) - ice_efficiency = options["transport_internal_combustion_efficiency"] + car_efficiency = options["transport_internal_combustion_efficiency"] + + efficiency = car_efficiency * temp_eff - p_nom = ice_share * p_set.max() / ice_efficiency + p_nom = ice_share * p_set.max() / car_efficiency suffix = " land transport ICE" p_nom.rename(lambda x: x + suffix, inplace=True) @@ -1639,7 +1668,7 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): bus1=nodes + " land transport", bus2=["co2 atmosphere"], carrier="land transport oil", - efficiency=ice_efficiency, + efficiency=efficiency, efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=False, p_nom=p_nom, diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 7e53e6063..9ba38d0bd 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -921,19 +921,19 @@ def solve_network(n, config, solving, **kwargs): return n - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( "solve_sector_network", - configfiles="../config/test/config.perfect.yaml", + # configfiles="../config/test/config.perfect.yaml", simpl="", opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-1H-T-H-B-I-A-dist1", + sector_opts="730H-T-H-B-I-A-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 4ffa702d304c372afcb1f1875c8eba58063487e4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 08:49:44 +0100 Subject: [PATCH 014/270] temperature correction in extra function --- scripts/prepare_sector_network.py | 77 ++++++++++++++++--------------- 1 file changed, 41 insertions(+), 36 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index db93ede8a..33c06afc3 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1512,6 +1512,25 @@ def check_land_transport_shares(shares): "corresponding to increased or decreased demand assumptions." ) +def get_temp_efficency(car_efficiency, temperature, deadband_lw, deadband_up, + degree_factor_lw, degree_factor_up): + """ + Correct temperature depending on heating and cooling for respective car + type. + """ + # temperature correction for EVs + dd = transport_degree_factor( + temperature, + deadband_lw, + deadband_up, + degree_factor_lw, + degree_factor_up, + ) + + temp_eff = 1 / (1+dd) + + return car_efficiency * temp_eff + def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, number_cars, temperature): @@ -1526,23 +1545,17 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, unit="MWh_el", ) - # temperature correction for EVs - dd_EV = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["EV_lower_degree_factor"], - options["EV_upper_degree_factor"], - ) + car_efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] - temp_eff = 1 / (1+dd_EV) + # temperature corrected efficiency + efficiency = get_temp_efficency(car_efficiency, temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["EV_lower_degree_factor"], + options["EV_upper_degree_factor"]) profile = p_set/p_set.max() - car_efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] - - efficiency = car_efficiency * temp_eff - n.madd( "Link", nodes, @@ -1553,7 +1566,7 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, efficiency=efficiency, p_min_pu=profile, p_max_pu=profile, - p_nom=electric_share*p_set.max()/efficiency, + p_nom=electric_share*p_set.max()/car_efficiency, p_nom_extendable=False, ) @@ -1607,21 +1620,18 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): - # correction factors for vehicle heating + cooling - dd_ICE = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"], - ) - temp_eff = 1 / (1+dd_ICE) car_efficiency = options["transport_fuel_cell_efficiency"] - efficiency = car_efficiency * temp_eff + + # temperature corrected efficiency + efficiency = get_temp_efficency(car_efficiency, temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"]) profile = p_set / p_set.max() - p_nom = fuel_cell_share * p_set / car_efficiency + p_nom = fuel_cell_share * p_set.max() / car_efficiency n.madd( "Link", @@ -1642,19 +1652,14 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): add_carrier_buses(n, "oil") - # correction factors for vehicle heating + cooling - dd_ICE = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"], - ) - temp_eff = 1 / (1+dd_ICE) - car_efficiency = options["transport_internal_combustion_efficiency"] - efficiency = car_efficiency * temp_eff + # temperature corrected efficiency + efficiency = get_temp_efficency(car_efficiency, temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"]) p_nom = ice_share * p_set.max() / car_efficiency suffix = " land transport ICE" From 04d3164d7f88a050acc363bccae52246d82ef950 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 09:41:22 +0100 Subject: [PATCH 015/270] adjust p_nom + profile --- scripts/prepare_sector_network.py | 27 ++++++++++++++++----------- 1 file changed, 16 insertions(+), 11 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 33c06afc3..6aba1bd59 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1553,20 +1553,23 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, options["transport_heating_deadband_upper"], options["EV_lower_degree_factor"], options["EV_upper_degree_factor"]) + suffix = " land transport EV" - profile = p_set/p_set.max() + p_nom = electric_share * p_set.div(efficiency).max() + + profile = p_set.div(efficiency)/p_set.div(efficiency).max() n.madd( "Link", nodes, - suffix=" land transport EV", + suffix=suffix, bus0=nodes + " EV battery", bus1=nodes + " land transport", carrier="land transport EV", efficiency=efficiency, p_min_pu=profile, p_max_pu=profile, - p_nom=electric_share*p_set.max()/car_efficiency, + p_nom=p_nom, p_nom_extendable=False, ) @@ -1629,14 +1632,16 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): options["ICE_lower_degree_factor"], options["ICE_upper_degree_factor"]) + suffix = " land transport fuel cell" + + p_nom = fuel_cell_share * p_set.div(efficiency).max() - profile = p_set / p_set.max() - p_nom = fuel_cell_share * p_set.max() / car_efficiency + profile = p_set.div(efficiency)/p_set.div(efficiency).max() n.madd( "Link", nodes, - suffix=" land transport fuel cell", + suffix=suffix, bus0=spatial.h2.nodes, bus1=nodes + " land transport", carrier="land transport fuel cell", @@ -1660,15 +1665,15 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): options["transport_heating_deadband_upper"], options["ICE_lower_degree_factor"], options["ICE_upper_degree_factor"]) - - p_nom = ice_share * p_set.max() / car_efficiency suffix = " land transport ICE" - p_nom.rename(lambda x: x + suffix, inplace=True) - + p_nom = ice_share * p_set.div(efficiency).max() + + n.madd( "Link", - nodes + suffix, + nodes, + suffix=suffix, bus0=spatial.oil.nodes, bus1=nodes + " land transport", bus2=["co2 atmosphere"], From 4242a0841ce56c34e3c25ceddb7f7c01984e966c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 08:44:51 +0000 Subject: [PATCH 016/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 20 ++- scripts/prepare_sector_network.py | 202 +++++++++++++++++------------- scripts/solve_network.py | 3 +- 3 files changed, 129 insertions(+), 96 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index 7e54b5670..a13c8df98 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -21,7 +21,7 @@ def build_nodal_transport_data(fn, pop_layout): # get numbers of car and fuel efficieny per country transport_data = pd.read_csv(fn, index_col=0) - + # break number of cars down to nodal level based on population density nodal_transport_data = transport_data.loc[pop_layout.ct].fillna(0.0) nodal_transport_data.index = pop_layout.index @@ -39,12 +39,11 @@ def build_nodal_transport_data(fn, pop_layout): def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): """ - returns transport demand per bus in unit kinetic energy. + Returns transport demand per bus in unit kinetic energy. """ # averaged weekly counts from the year 2010-2015 - traffic = pd.read_csv(traffic_fn, skiprows=2, - usecols=["count"]).squeeze("columns") - + traffic = pd.read_csv(traffic_fn, skiprows=2, usecols=["count"]).squeeze("columns") + # create annual profile take account time zone + summer time transport_shape = generate_periodic_profiles( dt_index=snapshots, @@ -65,7 +64,6 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): options["ICE_upper_degree_factor"], ) - # divide out the heating/cooling demand from ICE totals ice_correction = (transport_shape * (1 + dd_ICE)).sum() / transport_shape.sum() @@ -75,9 +73,8 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): - pop_weighted_energy_totals["electricity rail"] ) - return ( - (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears) - .divide(nodal_transport_data["average fuel efficiency"] * ice_correction) + return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( + nodal_transport_data["average fuel efficiency"] * ice_correction ) @@ -141,7 +138,7 @@ def bev_availability_profile(fn, snapshots, nodes, options): def bev_dsm_profile(snapshots, nodes, options): dsm_week = np.zeros((24 * 7,)) - + # assuming that at a certain time ("bev_dsm_restriction_time") EVs have to # be charged to a minimum value (defined in bev_dsm_restriction_value) dsm_week[(np.arange(0, 7, 1) * 24 + options["bev_dsm_restriction_time"])] = options[ @@ -154,7 +151,8 @@ def bev_dsm_profile(snapshots, nodes, options): weekly_profile=dsm_week, ) -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 6aba1bd59..e7bd105b0 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1505,15 +1505,22 @@ def add_storage_and_grids(n, costs): def check_land_transport_shares(shares): # Sums up the shares, ignoring None values - total_share = sum(filter(None, shares)) + total_share = sum(filter(None, shares)) if total_share != 1: logger.warning( f"Total land transport shares sum up to {total_share:.2%}," "corresponding to increased or decreased demand assumptions." ) -def get_temp_efficency(car_efficiency, temperature, deadband_lw, deadband_up, - degree_factor_lw, degree_factor_up): + +def get_temp_efficency( + car_efficiency, + temperature, + deadband_lw, + deadband_up, + degree_factor_lw, + degree_factor_up, +): """ Correct temperature depending on heating and cooling for respective car type. @@ -1526,14 +1533,23 @@ def get_temp_efficency(car_efficiency, temperature, deadband_lw, deadband_up, degree_factor_lw, degree_factor_up, ) - - temp_eff = 1 / (1+dd) - + + temp_eff = 1 / (1 + dd) + return car_efficiency * temp_eff -def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, - number_cars, temperature): - + +def add_EVs( + n, + nodes, + avail_profile, + dsm_profile, + p_set, + electric_share, + number_cars, + temperature, +): + n.add("Carrier", "Li ion") n.madd( @@ -1544,35 +1560,37 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, carrier="Li ion", unit="MWh_el", ) - - car_efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] - - # temperature corrected efficiency - efficiency = get_temp_efficency(car_efficiency, temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["EV_lower_degree_factor"], - options["EV_upper_degree_factor"]) + + car_efficiency = costs.at["Battery electric (passenger cars)", "efficiency"] + + # temperature corrected efficiency + efficiency = get_temp_efficency( + car_efficiency, + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["EV_lower_degree_factor"], + options["EV_upper_degree_factor"], + ) suffix = " land transport EV" - + p_nom = electric_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency)/p_set.div(efficiency).max() - + + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + n.madd( "Link", nodes, suffix=suffix, - bus0=nodes + " EV battery", + bus0=nodes + " EV battery", bus1=nodes + " land transport", carrier="land transport EV", - efficiency=efficiency, + efficiency=efficiency, p_min_pu=profile, p_max_pu=profile, p_nom=p_nom, p_nom_extendable=False, ) - p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share @@ -1600,7 +1618,7 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, p_max_pu=avail_profile[nodes], efficiency=options.get("bev_charge_efficiency", 0.9), ) - + if options["bev_dsm"]: e_nom = ( number_cars @@ -1608,7 +1626,7 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, * options["bev_availability"] * electric_share ) - + n.madd( "Store", nodes, @@ -1620,56 +1638,62 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, e_max_pu=1, e_min_pu=dsm_profile[nodes], ) - + + def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): - + car_efficiency = options["transport_fuel_cell_efficiency"] - - # temperature corrected efficiency - efficiency = get_temp_efficency(car_efficiency, temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"]) - + + # temperature corrected efficiency + efficiency = get_temp_efficency( + car_efficiency, + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) + suffix = " land transport fuel cell" - + p_nom = fuel_cell_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency)/p_set.div(efficiency).max() - + + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + n.madd( "Link", nodes, suffix=suffix, bus0=spatial.h2.nodes, bus1=nodes + " land transport", - carrier="land transport fuel cell", - efficiency=efficiency, + carrier="land transport fuel cell", + efficiency=efficiency, p_nom_extendable=False, p_nom=p_nom, p_min_pu=profile, p_max_pu=profile, ) - - + + def add_ice_cars(n, nodes, p_set, ice_share, temperature): - + add_carrier_buses(n, "oil") - + car_efficiency = options["transport_internal_combustion_efficiency"] - - # temperature corrected efficiency - efficiency = get_temp_efficency(car_efficiency, temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"]) + + # temperature corrected efficiency + efficiency = get_temp_efficency( + car_efficiency, + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) suffix = " land transport ICE" - - p_nom = ice_share * p_set.div(efficiency).max() - - + + p_nom = ice_share * p_set.div(efficiency).max() + n.madd( "Link", nodes, @@ -1683,12 +1707,13 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): p_nom_extendable=False, p_nom=p_nom, ) - + + def add_land_transport(n, costs): # TODO options? logger.info("Add land transport") - + # read in transport demand in units kinetic energy transport = pd.read_csv( snakemake.input.transport_demand, index_col=0, parse_dates=True @@ -1702,54 +1727,62 @@ def add_land_transport(n, costs): dsm_profile = pd.read_csv( snakemake.input.dsm_profile, index_col=0, parse_dates=True ) - + # exogenous share of passenger car type engine_types = ["fuel_cell", "electric", "ice"] shares = pd.Series() for engine in engine_types: - shares[engine] = get(options[f"land_transport_{engine}_share"], - investment_year) + shares[engine] = get(options[f"land_transport_{engine}_share"], investment_year) logger.info(f"{engine} share: {shares[engine]*100}%") - - check_land_transport_shares(shares) - + + check_land_transport_shares(shares) + nodes = spatial.nodes - + # Add load for transport demand n.add("Carrier", "land transport demand") - n.madd("Bus", - nodes, - location=nodes, - suffix=" land transport", - carrier="land transport demand", - unit="MWh_kinetic") - + n.madd( + "Bus", + nodes, + location=nodes, + suffix=" land transport", + carrier="land transport demand", + unit="MWh_kinetic", + ) + p_set = transport[nodes] - - # add demand + + # add demand n.madd( "Load", nodes, suffix=" land transport", bus=nodes + " land transport", carrier="land transport demand", - p_set=p_set, + p_set=p_set, ) - + # temperature for correction factor for heating/cooling temperature = xr.open_dataarray(snakemake.input.temp_air_total).to_pandas() - + if shares["electric"] > 0: - add_EVs(n, nodes, avail_profile, dsm_profile, p_set, shares["electric"], - number_cars, temperature) - + add_EVs( + n, + nodes, + avail_profile, + dsm_profile, + p_set, + shares["electric"], + number_cars, + temperature, + ) + if shares["fuel_cell"] > 0: add_fuel_cell_cars(n, nodes, p_set, shares["fuel_cell"], temperature) if shares["ice"] > 0: add_ice_cars(n, nodes, p_set, shares["ice"], temperature) - def build_heat_demand(n): @@ -3643,7 +3676,8 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): -compression_per_1000km * n.links.loc[carrier_i, "length_original"] / 1e3 ) -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 9ba38d0bd..d1ca16d79 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -921,7 +921,8 @@ def solve_network(n, config, solving, **kwargs): return n -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From f2ba96e1483e4c9dc7f756164fbcbef0d1d414c8 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 11:24:43 +0100 Subject: [PATCH 017/270] add color for land transport demand --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index ad4144d56..aa6628396 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -981,6 +981,7 @@ plotting: BEV charger: '#baf238' V2G: '#e5ffa8' land transport EV: '#baf238' + land transport demand: '#38baf2' Li ion: '#baf238' # hot water storage water tanks: '#e69487' From d4bdf489c9ef8e729012f6ed2a70135ec7f2df8a Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 12:08:45 +0100 Subject: [PATCH 018/270] add cyclic shift for EVs --- scripts/prepare_sector_network.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index e7bd105b0..b7bb4ebea 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,11 +1573,18 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 + + cyclic_eff = p_set.div(p_shifted) + + efficiency *= cyclic_eff + p_nom = electric_share * p_set.div(efficiency).max() - profile = p_set.div(efficiency) / p_set.div(efficiency).max() - + profile = p_shifted.div(efficiency) / p_shifted.div(efficiency).max() + + n.madd( "Link", nodes, From c14f782f51790efee01bb66e6e175cb360f4cb4f Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 12:11:19 +0100 Subject: [PATCH 019/270] add lifetime to links --- scripts/prepare_sector_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b7bb4ebea..38c1e737c 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1597,6 +1597,7 @@ def add_EVs( p_max_pu=profile, p_nom=p_nom, p_nom_extendable=False, + lifetime=1, ) p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share @@ -1679,6 +1680,7 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): p_nom=p_nom, p_min_pu=profile, p_max_pu=profile, + lifetime=1, ) @@ -1713,6 +1715,7 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=False, p_nom=p_nom, + lifetime=1, ) From fa935be5cb2561d0c63673619a6c89b0c187df9f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 11:11:43 +0000 Subject: [PATCH 020/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 38c1e737c..c32a5d148 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,18 +1573,17 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 - + cyclic_eff = p_set.div(p_shifted) - + efficiency *= cyclic_eff - + p_nom = electric_share * p_set.div(efficiency).max() profile = p_shifted.div(efficiency) / p_shifted.div(efficiency).max() - - + n.madd( "Link", nodes, From 66257e1e843039852fd586e99c7c3de3a08b645c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 15:41:57 +0100 Subject: [PATCH 021/270] fix bug with cyclic shift --- scripts/prepare_sector_network.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c32a5d148..c4554b872 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,17 +1573,18 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 - + cyclic_eff = p_set.div(p_shifted) - + efficiency *= cyclic_eff - + p_nom = electric_share * p_set.div(efficiency).max() - profile = p_shifted.div(efficiency) / p_shifted.div(efficiency).max() - + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + + n.madd( "Link", nodes, From fb08d16be95094c0c16a53edbaee495cee53e60e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 14:49:17 +0000 Subject: [PATCH 022/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c4554b872..0affa679b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,18 +1573,17 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 - + cyclic_eff = p_set.div(p_shifted) - + efficiency *= cyclic_eff - + p_nom = electric_share * p_set.div(efficiency).max() profile = p_set.div(efficiency) / p_set.div(efficiency).max() - - + n.madd( "Link", nodes, From 6712e48aa0a6cb88b79d8afdec7f6048c1ee0fe1 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 15:50:50 +0100 Subject: [PATCH 023/270] fix spelling mistake --- scripts/build_transport_demand.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index a13c8df98..26f90ca7f 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -19,7 +19,7 @@ def build_nodal_transport_data(fn, pop_layout): - # get numbers of car and fuel efficieny per country + # get numbers of car and fuel efficiency per country transport_data = pd.read_csv(fn, index_col=0) # break number of cars down to nodal level based on population density From fe51fd7022aa973c4a03785f5dce7f87024aa75e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 17:00:57 +0100 Subject: [PATCH 024/270] adjust for temporal aggregation --- scripts/prepare_sector_network.py | 34 +++++++++++++++++++++++++++++-- 1 file changed, 32 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0affa679b..a82778d4c 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1701,7 +1701,9 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): suffix = " land transport ICE" p_nom = ice_share * p_set.div(efficiency).max() - + + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + n.madd( "Link", nodes, @@ -1714,6 +1716,8 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=False, p_nom=p_nom, + p_min_pu=profile, + p_max_pu=profile, lifetime=1, ) @@ -3686,6 +3690,30 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) + +def adjust_transport_temporal_agg(n): + + engine_types = {"fuel_cell":'land transport fuel cell', + "electric": 'land transport EV', + "ice": 'land transport oil'} + + p_set = n.loads_t.p_set.loc[:, n.loads.carrier=="land transport demand"] + + for engine, carrier in engine_types.items(): + share = get(options[f"land_transport_{engine}_share"], investment_year) + + if share==0: continue + links_i = n.links[n.links.carrier==carrier].index + efficiency = n.links_t.efficiency.loc[:, links_i] + p_set.columns = efficiency.columns + p_nom = share * p_set.div(efficiency).max() + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + + n.links.loc[links_i, "p_nom"] = p_nom + n.links_t.p_max_pu[links_i] = profile + n.links_t.p_min_pu[links_i] = profile + + # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -3699,7 +3727,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): clusters="37", ll="v1.0", sector_opts="730H-T-H-B-I-A-dist1", - planning_horizons="2030", + planning_horizons="2050", ) configure_logging(snakemake) @@ -3784,6 +3812,8 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): solver_name = snakemake.config["solving"]["solver"]["name"] resolution = snakemake.params.time_resolution n = set_temporal_aggregation(n, resolution, solver_name) + + adjust_transport_temporal_agg(n) co2_budget = snakemake.params.co2_budget if isinstance(co2_budget, str) and co2_budget.startswith("cb"): From ff0093c8fed0b3b778c8a175c7a9d61cb80c75c6 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 16:01:29 +0000 Subject: [PATCH 025/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 36 ++++++++++++++++--------------- 1 file changed, 19 insertions(+), 17 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a82778d4c..a56352357 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1701,9 +1701,9 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): suffix = " land transport ICE" p_nom = ice_share * p_set.div(efficiency).max() - + profile = p_set.div(efficiency) / p_set.div(efficiency).max() - + n.madd( "Link", nodes, @@ -3690,30 +3690,32 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) - def adjust_transport_temporal_agg(n): - - engine_types = {"fuel_cell":'land transport fuel cell', - "electric": 'land transport EV', - "ice": 'land transport oil'} - - p_set = n.loads_t.p_set.loc[:, n.loads.carrier=="land transport demand"] - + + engine_types = { + "fuel_cell": "land transport fuel cell", + "electric": "land transport EV", + "ice": "land transport oil", + } + + p_set = n.loads_t.p_set.loc[:, n.loads.carrier == "land transport demand"] + for engine, carrier in engine_types.items(): share = get(options[f"land_transport_{engine}_share"], investment_year) - - if share==0: continue - links_i = n.links[n.links.carrier==carrier].index + + if share == 0: + continue + links_i = n.links[n.links.carrier == carrier].index efficiency = n.links_t.efficiency.loc[:, links_i] p_set.columns = efficiency.columns p_nom = share * p_set.div(efficiency).max() profile = p_set.div(efficiency) / p_set.div(efficiency).max() - + n.links.loc[links_i, "p_nom"] = p_nom n.links_t.p_max_pu[links_i] = profile n.links_t.p_min_pu[links_i] = profile - - + + # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -3812,7 +3814,7 @@ def adjust_transport_temporal_agg(n): solver_name = snakemake.config["solving"]["solver"]["name"] resolution = snakemake.params.time_resolution n = set_temporal_aggregation(n, resolution, solver_name) - + adjust_transport_temporal_agg(n) co2_budget = snakemake.params.co2_budget From 1b6e5dc0c2b4c04c51f158896067ef14d8d76a8e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 17:22:52 +0100 Subject: [PATCH 026/270] adjust for perfect foresight --- scripts/prepare_perfect_foresight.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index f7e8495ec..fbc17a524 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -21,6 +21,7 @@ from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe from six import iterkeys +from prepare_sector_network import adjust_transport_temporal_agg logger = logging.getLogger(__name__) @@ -520,7 +521,8 @@ def apply_time_segmentation_perfect( segments = snakemake.params.time_resolution if isinstance(segments, (int, float)): n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) - + adjust_transport_temporal_agg(n) + # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) # adjust global constraints CO2 limit From 3549e6843d1362374aa45997502735b8b6df00d6 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 16:24:49 +0000 Subject: [PATCH 027/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_perfect_foresight.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index fbc17a524..8df05ceec 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -18,10 +18,10 @@ update_config_from_wildcards, ) from add_existing_baseyear import add_build_year_to_new_assets +from prepare_sector_network import adjust_transport_temporal_agg from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe from six import iterkeys -from prepare_sector_network import adjust_transport_temporal_agg logger = logging.getLogger(__name__) @@ -522,7 +522,7 @@ def apply_time_segmentation_perfect( if isinstance(segments, (int, float)): n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) adjust_transport_temporal_agg(n) - + # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) # adjust global constraints CO2 limit From 9c93917c31138c7fbc8b601761d10b76727e4284 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 17:29:25 +0100 Subject: [PATCH 028/270] add release notes --- doc/release_notes.rst | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 8167f6dd2..9d6e3c269 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,11 @@ Release Notes Upcoming Release ================ +* fix bug in land transport for temperature correction of ICEs and fuel cell cars + +* restructure land transport, demand is now attached to one single node, the +different car types (ICE, EV, fuel cell) are modelled as links + * Upgrade default techno-economic assumptions to ``technology-data`` v0.8.1. * Linearly interpolate missing investment periods in year-dependent From a805f5cfb3f6873144b6f5cfc20250535d102b29 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 16:38:36 +0000 Subject: [PATCH 029/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 9d6e3c269..c3da4147f 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -11,7 +11,7 @@ Upcoming Release ================ * fix bug in land transport for temperature correction of ICEs and fuel cell cars -* restructure land transport, demand is now attached to one single node, the +* restructure land transport, demand is now attached to one single node, the different car types (ICE, EV, fuel cell) are modelled as links * Upgrade default techno-economic assumptions to ``technology-data`` v0.8.1. From 74504a0ff3bba7d8d69e7e6f7c50d8f4a0b9c5d0 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Wed, 6 Mar 2024 09:04:30 +0100 Subject: [PATCH 030/270] add lifetime to BEV --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a56352357..bb4b71a88 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1610,6 +1610,7 @@ def add_EVs( p_nom=p_nom, carrier="BEV charger", p_max_pu=avail_profile[nodes], + lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) From 5046289c5ff77f671945db6c87abbcacbd601f65 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Wed, 6 Mar 2024 14:00:38 +0100 Subject: [PATCH 031/270] add lifetime V2G --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 71772e81a..712cb9faf 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1618,6 +1618,7 @@ def add_EVs( p_nom=p_nom, carrier="V2G", p_max_pu=avail_profile[nodes], + lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) From 9558f4405144048aebbf72ae25f4d4455411431d Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Wed, 6 Mar 2024 10:26:23 +0100 Subject: [PATCH 032/270] Drop assets including renewables in add_existing_baseyear --- doc/release_notes.rst | 2 ++ scripts/add_existing_baseyear.py | 14 ++++++++------ 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 21094250b..0e319a3eb 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -68,6 +68,8 @@ Upcoming Release (https://github.com/PyPSA/pypsa-eur/pull/958). Added additional grouping years before 1980. +* Add decommissioning of renewables assets in `add_existing_baseyear`. + * The Eurostat data was updated to the 2023 version in :mod:`build_energy_totals`. * The latest `Swiss energy totals diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 2c313927d..9c35819f6 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -55,7 +55,7 @@ def add_build_year_to_new_assets(n, baseyear): c.pnl[attr] = c.pnl[attr].rename(columns=rename) -def add_existing_renewables(df_agg): +def add_existing_renewables(df_agg, costs): """ Append existing renewables to the df_agg pd.DataFrame with the conventional power plants. @@ -103,6 +103,8 @@ def add_existing_renewables(df_agg): df_agg.at[name, "Fueltype"] = tech df_agg.at[name, "Capacity"] = capacity df_agg.at[name, "DateIn"] = year + df_agg.at[name, "lifetime"] = costs.at[tech, "lifetime"] + df_agg.at[name, "DateOut"] = year + costs.at[tech, "lifetime"] - 1 df_agg.at[name, "cluster_bus"] = node @@ -167,10 +169,6 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas ) df_agg.loc[biomass_i, "DateOut"] = df_agg.loc[biomass_i, "DateOut"].fillna(dateout) - # drop assets which are already phased out / decommissioned - phased_out = df_agg[df_agg["DateOut"] < baseyear].index - df_agg.drop(phased_out, inplace=True) - # assign clustered bus busmap_s = pd.read_csv(snakemake.input.busmap_s, index_col=0).squeeze() busmap = pd.read_csv(snakemake.input.busmap, index_col=0).squeeze() @@ -185,7 +183,11 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas df_agg["cluster_bus"] = df_agg.bus.map(clustermaps) # include renewables in df_agg - add_existing_renewables(df_agg) + add_existing_renewables(df_agg, costs) + + # drop assets which are already phased out / decommissioned + phased_out = df_agg[df_agg["DateOut"] < baseyear].index + df_agg.drop(phased_out, inplace=True) df_agg["grouping_year"] = np.take( grouping_years, np.digitize(df_agg.DateIn, grouping_years, right=True) From 7e99f3bba7deecb4cc73568d9fcee9b3ad58950a Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Fri, 22 Mar 2024 10:05:40 +0100 Subject: [PATCH 033/270] Fix error with symbol of buses in simplify_network --- doc/release_notes.rst | 2 ++ scripts/simplify_network.py | 24 ++++++++++++------------ 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b868e5e94..1aaaaebd3 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -164,6 +164,8 @@ Upcoming Release * Fix duplicated years in `add_land_use_constraint_m`. +* Fix error with `symbol` of `buses` in `simplify_network`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index eac026a4c..24df7312e 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -594,18 +594,6 @@ def cluster( ) busmaps.append(busmap_hac) - if snakemake.wildcards.simpl: - n, cluster_map = cluster( - n, - int(snakemake.wildcards.simpl), - params.focus_weights, - solver_name, - params.simplify_network["algorithm"], - params.simplify_network["feature"], - params.aggregation_strategies, - ) - busmaps.append(cluster_map) - # some entries in n.buses are not updated in previous functions, therefore can be wrong. as they are not needed # and are lost when clustering (for example with the simpl wildcard), we remove them for consistency: remove = [ @@ -621,6 +609,18 @@ def cluster( n.buses.drop(remove, axis=1, inplace=True, errors="ignore") n.lines.drop(remove, axis=1, errors="ignore", inplace=True) + if snakemake.wildcards.simpl: + n, cluster_map = cluster( + n, + int(snakemake.wildcards.simpl), + params.focus_weights, + solver_name, + params.simplify_network["algorithm"], + params.simplify_network["feature"], + params.aggregation_strategies, + ) + busmaps.append(cluster_map) + update_p_nom_max(n) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) From e8761c9e24fc34583e9a53bb0b7f9b8484d70121 Mon Sep 17 00:00:00 2001 From: toniseibold Date: Mon, 25 Mar 2024 15:03:23 +0100 Subject: [PATCH 034/270] overwriting agriculture and transport totals --- scripts/build_energy_totals.py | 16 ++++++++++++++-- 1 file changed, 14 insertions(+), 2 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index b56d3294a..fcba5b4d3 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -842,7 +842,7 @@ def rescale_idees_from_eurostat( "total": [ "total agriculture heat", "total agriculture machinery", - "total agriculture", + "total agriculture", # = sum of all other agriculture categories ], "elec": [ "total agriculture electricity", @@ -850,7 +850,7 @@ def rescale_idees_from_eurostat( }, "Road": { "total": [ - "total road", + "total road", # = sum of all other road categories "total passenger cars", "total other road passenger", "total light duty road freight", @@ -891,6 +891,7 @@ def rescale_idees_from_eurostat( navigation = [ "total domestic navigation", ] + # international navigation is already read in from the eurostat data directly for country in idees_countries: filling_years = [(2015, slice(2016, 2021)), (2000, slice(1990, 1999))] @@ -940,6 +941,17 @@ def rescale_idees_from_eurostat( energy.loc[slicer_source, navigation].squeeze(axis=0), ).values + # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) + energy.loc[country, "total agriculture"] = energy.loc[country, ["total agriculture electricity", "total agriculture heat", "total agriculture machinery"]].sum(axis=1) + + energy.loc[country, :]["total road"] = energy[["total passenger cars", + "total other road passenger", + "total light duty road freight", + "electricity road", + "electricity passenger cars", + "electricity other road passenger", + "electricity light duty road freight"]].loc[country, :].sum(axis=1) + return energy From dda0c98b2833adb21424cdfd57d9af81774eadf4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 25 Mar 2024 14:05:17 +0000 Subject: [PATCH 035/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_energy_totals.py | 25 ++++++++++++++++++++----- 1 file changed, 20 insertions(+), 5 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index fcba5b4d3..5bcd26952 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -842,7 +842,7 @@ def rescale_idees_from_eurostat( "total": [ "total agriculture heat", "total agriculture machinery", - "total agriculture", # = sum of all other agriculture categories + "total agriculture", # = sum of all other agriculture categories ], "elec": [ "total agriculture electricity", @@ -850,7 +850,7 @@ def rescale_idees_from_eurostat( }, "Road": { "total": [ - "total road", # = sum of all other road categories + "total road", # = sum of all other road categories "total passenger cars", "total other road passenger", "total light duty road freight", @@ -942,15 +942,30 @@ def rescale_idees_from_eurostat( ).values # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) - energy.loc[country, "total agriculture"] = energy.loc[country, ["total agriculture electricity", "total agriculture heat", "total agriculture machinery"]].sum(axis=1) + energy.loc[country, "total agriculture"] = energy.loc[ + country, + [ + "total agriculture electricity", + "total agriculture heat", + "total agriculture machinery", + ], + ].sum(axis=1) - energy.loc[country, :]["total road"] = energy[["total passenger cars", + energy.loc[country, :]["total road"] = ( + energy[ + [ + "total passenger cars", "total other road passenger", "total light duty road freight", "electricity road", "electricity passenger cars", "electricity other road passenger", - "electricity light duty road freight"]].loc[country, :].sum(axis=1) + "electricity light duty road freight", + ] + ] + .loc[country, :] + .sum(axis=1) + ) return energy From 50466d959398b9d42e489cc7eac8daab9764f293 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Mon, 25 Mar 2024 15:44:05 +0100 Subject: [PATCH 036/270] Fix grouping year reference in add_land_use_constraint_m --- doc/release_notes.rst | 2 +- scripts/solve_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b868e5e94..ca8dce2a6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -162,7 +162,7 @@ Upcoming Release * Adapt the disabling of transmission expansion in myopic foresight optimisations when limit is already reached to also handle cost limits. -* Fix duplicated years in `add_land_use_constraint_m`. +* Fix duplicated years and grouping years reference in `add_land_use_constraint_m`. PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 10bc84e6a..0f6725c70 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -155,7 +155,7 @@ def _add_land_use_constraint(n): def _add_land_use_constraint_m(n, planning_horizons, config): # if generators clustering is lower than network clustering, land_use accounting is at generators clusters - grouping_years = config["existing_capacities"]["grouping_years"] + grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: From 9dae86cd561995c20f27684034691f126e962ef1 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Mon, 25 Mar 2024 20:11:02 +0100 Subject: [PATCH 037/270] Fix index for existing capacities in add_existing_baseyear --- doc/release_notes.rst | 2 ++ scripts/add_existing_baseyear.py | 5 +++-- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b868e5e94..634af9a69 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -164,6 +164,8 @@ Upcoming Release * Fix duplicated years in `add_land_use_constraint_m`. +* Fix index of existing capacities in `add_power_capacities_installed_before_baseyear` with `m` option. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 2c313927d..8380edd05 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -257,13 +257,14 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas # for offshore the splitting only includes coastal regions inv_ind = [ - i for i in inv_ind if (i + name_suffix) in n.generators.index + i for i in inv_ind if (i + name_suffix) in n.generators.index.str + .replace(str(baseyear), str(grouping_year)) ] p_max_pu = n.generators_t.p_max_pu[ [i + name_suffix for i in inv_ind] ] - p_max_pu.columns = [i + name_suffix for i in inv_ind] + p_max_pu.columns = [i + name_suffix.replace(str(grouping_year), str(baseyear)) for i in inv_ind] n.madd( "Generator", From 435350e07b626e98601f015de9c0ba8d45c7a65c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 26 Mar 2024 15:25:46 +0000 Subject: [PATCH 038/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 2 -- scripts/prepare_sector_network.py | 4 +--- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index a9ac9e226..2954a9991 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -23,13 +23,11 @@ logger = logging.getLogger(__name__) - def build_nodal_transport_data(fn, pop_layout, year): # get numbers of car and fuel efficiency per country transport_data = pd.read_csv(fn, index_col=[0, 1]) transport_data = transport_data.xs(min(2015, year), level="year") - # break number of cars down to nodal level based on population density nodal_transport_data = transport_data.loc[pop_layout.ct].fillna(0.0) nodal_transport_data.index = pop_layout.index diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 970d6e9d0..53355b279 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -23,15 +23,13 @@ update_config_from_wildcards, ) from add_electricity import calculate_annuity, sanitize_carriers, sanitize_locations - -from build_transport_demand import transport_degree_factor - from build_energy_totals import ( build_co2_totals, build_eea_co2, build_eurostat, build_eurostat_co2, ) +from build_transport_demand import transport_degree_factor from networkx.algorithms import complement from networkx.algorithms.connectivity.edge_augmentation import k_edge_augmentation from prepare_network import maybe_adjust_costs_and_potentials From d09df8a4733de899de6de7b361b0ebcec9b0c1a8 Mon Sep 17 00:00:00 2001 From: toniseibold Date: Tue, 26 Mar 2024 20:56:11 +0100 Subject: [PATCH 039/270] bug fix --- scripts/build_energy_totals.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 5bcd26952..2f4f29b6d 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -951,7 +951,7 @@ def rescale_idees_from_eurostat( ], ].sum(axis=1) - energy.loc[country, :]["total road"] = ( + energy.loc[country, "total road"] = ( energy[ [ "total passenger cars", From b34ce8d6f2221c1a9ec9cbe0dc1df74c14bdd7cb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 1 Apr 2024 19:41:00 +0000 Subject: [PATCH 040/270] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/macisamuele/language-formatters-pre-commit-hooks: v2.12.0 → v2.13.0](https://github.com/macisamuele/language-formatters-pre-commit-hooks/compare/v2.12.0...v2.13.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 2fb51c547..cb053d47f 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -67,7 +67,7 @@ repos: # Do YAML formatting (before the linter checks it for misses) - repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks - rev: v2.12.0 + rev: v2.13.0 hooks: - id: pretty-format-yaml args: [--autofix, --indent, "2", --preserve-quotes] From f7152856827705bd94cd7be9812495a82f22b834 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Tue, 2 Apr 2024 16:48:37 +0200 Subject: [PATCH 041/270] adjust resources perfect foresight --- rules/solve_perfect.smk | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index d4cbd6f3b..70acc8306 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -35,7 +35,8 @@ rule add_existing_baseyear: planning_horizons=config["scenario"]["planning_horizons"][0], #only applies to baseyear threads: 1 resources: - mem_mb=2000, + mem_mb=config_provider("solving", "mem_mb"), + runtime=config_provider("solving", "runtime", default="24h"), log: logs( "add_existing_baseyear_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log" From 3819e643774b028f5b16140d867222a2e41e8b12 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Tue, 2 Apr 2024 16:50:09 +0200 Subject: [PATCH 042/270] remove solver name --- config/config.default.yaml | 2 -- 1 file changed, 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index a8cd195ca..235c238dd 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -786,7 +786,6 @@ solving: PreDual: 0 GURO_PAR_BARDENSETHRESH: 200 gurobi-numeric-focus: - name: gurobi NumericFocus: 3 # Favour numeric stability over speed method: 2 # barrier crossover: 0 # do not use crossover @@ -798,7 +797,6 @@ solving: threads: 8 Seed: 123 gurobi-fallback: # Use gurobi defaults - name: gurobi crossover: 0 method: 2 # barrier BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge From f0163d382381b9706ddb25a6ceecd9c09b1ec776 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 3 Apr 2024 16:28:20 +0200 Subject: [PATCH 043/270] update release notes --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b7ad3e7f3..3849cafdf 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -75,7 +75,7 @@ Upcoming Release (https://github.com/PyPSA/pypsa-eur/pull/958). Added additional grouping years before 1980. -* Add decommissioning of renewables assets in `add_existing_baseyear`. +* Add decommissioning of existing renewables assets in `add_existing_baseyear`. * The Eurostat data was updated to the 2023 version in :mod:`build_energy_totals`. From 6ba598f426f5bb920f52c9f960be1a68cf1408d4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 3 Apr 2024 14:51:09 +0000 Subject: [PATCH 044/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_existing_baseyear.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 8380edd05..075909d65 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -257,14 +257,21 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas # for offshore the splitting only includes coastal regions inv_ind = [ - i for i in inv_ind if (i + name_suffix) in n.generators.index.str - .replace(str(baseyear), str(grouping_year)) + i + for i in inv_ind + if (i + name_suffix) + in n.generators.index.str.replace( + str(baseyear), str(grouping_year) + ) ] p_max_pu = n.generators_t.p_max_pu[ [i + name_suffix for i in inv_ind] ] - p_max_pu.columns = [i + name_suffix.replace(str(grouping_year), str(baseyear)) for i in inv_ind] + p_max_pu.columns = [ + i + name_suffix.replace(str(grouping_year), str(baseyear)) + for i in inv_ind + ] n.madd( "Generator", From 8d93b0636ed77a7f5837ff8af8b52c70648e2cb3 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 4 Apr 2024 15:17:57 +0200 Subject: [PATCH 045/270] Fix fill missing in industry sector ratios intermediate --- doc/release_notes.rst | 2 ++ scripts/build_industry_sector_ratios_intermediate.py | 4 +++- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 8326f6150..d07d1901c 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -174,6 +174,8 @@ Upcoming Release * Fix index of existing capacities in `add_power_capacities_installed_before_baseyear` with `m` option. +* Fix fill missing data in `build_industry_sector_ratios_intermediate`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/build_industry_sector_ratios_intermediate.py b/scripts/build_industry_sector_ratios_intermediate.py index 14e09505c..d15252423 100644 --- a/scripts/build_industry_sector_ratios_intermediate.py +++ b/scripts/build_industry_sector_ratios_intermediate.py @@ -54,8 +54,10 @@ def build_industry_sector_ratios_intermediate(): today_sector_ratios_ct = ( group.droplevel(0) .T.reindex_like(future_sector_ratios) - .fillna(future_sector_ratios) ) + missing_mask = (today_sector_ratios_ct.isna().all()) + today_sector_ratios_ct.loc[:, missing_mask] = future_sector_ratios.loc[:, missing_mask] + today_sector_ratios_ct.loc[:, ~missing_mask] = today_sector_ratios_ct.loc[:, ~missing_mask].fillna(0) intermediate_sector_ratios[ct] = ( today_sector_ratios_ct * (1 - fraction_future) + future_sector_ratios * fraction_future From 6e20afbaee5f16d6c824572982688524c311a78f Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 4 Apr 2024 15:42:02 +0200 Subject: [PATCH 046/270] Fix typo --- scripts/build_industry_sector_ratios.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_industry_sector_ratios.py b/scripts/build_industry_sector_ratios.py index b3ef9321b..52e83f603 100644 --- a/scripts/build_industry_sector_ratios.py +++ b/scripts/build_industry_sector_ratios.py @@ -303,7 +303,7 @@ def chemicals_industry(): # There are Solids, Refinery gas, LPG, Diesel oil, Residual fuel oil, # Other liquids, Naphtha, Natural gas for feedstock. # Naphta represents 47%, methane 17%. LPG (18%) solids, refinery gas, - # diesel oil, residual fuel oils and other liquids are asimilated to Naphtha + # diesel oil, residual fuel oils and other liquids are assimilated to Naphtha s_fec = idees["fec"][13:22] assert s_fec.index[0] == subsector From f1c8b19cf08198153ec57959764fcd579271de78 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 8 Apr 2024 19:56:47 +0000 Subject: [PATCH 047/270] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/pre-commit/pre-commit-hooks: v4.5.0 → v4.6.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.5.0...v4.6.0) - [github.com/fsfe/reuse-tool: v3.0.1 → v3.0.2](https://github.com/fsfe/reuse-tool/compare/v3.0.1...v3.0.2) --- .pre-commit-config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index cb053d47f..055b90804 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -5,7 +5,7 @@ exclude: "^LICENSES" repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.5.0 + rev: v4.6.0 hooks: - id: check-merge-conflict - id: end-of-file-fixer @@ -87,6 +87,6 @@ repos: # Check for FSFE REUSE compliance (licensing) - repo: https://github.com/fsfe/reuse-tool - rev: v3.0.1 + rev: v3.0.2 hooks: - id: reuse From b673b947ea807a93c1b1e7aade329a5667e3d11b Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Tue, 9 Apr 2024 17:30:38 +0200 Subject: [PATCH 048/270] Fix custom busmap read in cluster network --- doc/release_notes.rst | 2 ++ scripts/cluster_network.py | 4 ++-- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 8326f6150..b782a6dfa 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -174,6 +174,8 @@ Upcoming Release * Fix index of existing capacities in `add_power_capacities_installed_before_baseyear` with `m` option. +* Fix custom busmap read in `cluster_network`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 903cbe9b8..b0b73ade4 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -519,8 +519,8 @@ def plot_busmap_for_n_clusters(n, n_clusters, fn=None): custom_busmap = params.custom_busmap if custom_busmap: custom_busmap = pd.read_csv( - snakemake.input.custom_busmap, index_col=0, squeeze=True - ) + snakemake.input.custom_busmap, index_col=0 + ).squeeze() custom_busmap.index = custom_busmap.index.astype(str) logger.info(f"Imported custom busmap from {snakemake.input.custom_busmap}") From 74185560e0570cb15662fca8784adb8b3fa93aa2 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Wed, 10 Apr 2024 12:04:45 +0200 Subject: [PATCH 049/270] initial implementation --- Snakefile | 8 +++++++- config/config.default.yaml | 1 + 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/Snakefile b/Snakefile index ba93a869f..ed60c0f5a 100644 --- a/Snakefile +++ b/Snakefile @@ -22,7 +22,13 @@ configfile: "config/config.yaml" run = config["run"] scenarios = get_scenarios(run) -RDIR = get_rdir(run) +prefix = run.get("prefix", "") +rdir = get_rdir(run) + +if prefix: + RDIR = f"{prefix}/{rdir}" +else: + RDIR = rdir logs = path_provider("logs/", RDIR, run["shared_resources"]) benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"]) diff --git a/config/config.default.yaml b/config/config.default.yaml index 235c238dd..61ef8c1b8 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -20,6 +20,7 @@ remote: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: + prefix: "" name: "" scenarios: enable: false From 9d9ab98279dd7fbf7fd1ad064a09d97dd08d5b19 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 10 Apr 2024 12:06:53 +0200 Subject: [PATCH 050/270] add other co2 potentials --- config/config.default.yaml | 2 +- scripts/build_sequestration_potentials.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 235c238dd..6a703b312 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -515,7 +515,7 @@ sector: regional_coal_demand: false regional_co2_sequestration_potential: enable: false - attribute: 'conservative estimate Mt' + attribute: ['conservative estimate Mt', 'conservative estimate GAS Mt', 'conservative estimate OIL Mt', 'conservative estimate aquifer Mt'] include_onshore: false min_size: 3 max_size: 25 diff --git a/scripts/build_sequestration_potentials.py b/scripts/build_sequestration_potentials.py index 2a362a774..3defe07a1 100644 --- a/scripts/build_sequestration_potentials.py +++ b/scripts/build_sequestration_potentials.py @@ -23,13 +23,13 @@ def area(gdf): def allocate_sequestration_potential( gdf, regions, attr="conservative estimate Mt", threshold=3 ): - gdf = gdf.loc[gdf[attr] > threshold, [attr, "geometry"]] + gdf = gdf.loc[gdf[attr].sum(axis=1) > threshold, attr + ["geometry"]] gdf["area_sqkm"] = area(gdf) overlay = gpd.overlay(regions, gdf, keep_geom_type=True) overlay["share"] = area(overlay) / overlay["area_sqkm"] adjust_cols = overlay.columns.difference({"name", "area_sqkm", "geometry", "share"}) overlay[adjust_cols] = overlay[adjust_cols].multiply(overlay["share"], axis=0) - return overlay.dissolve("name", aggfunc="sum")[attr] + return overlay.dissolve("name", aggfunc="sum")[attr].sum(axis=1) if __name__ == "__main__": @@ -37,7 +37,7 @@ def allocate_sequestration_potential( from _helpers import mock_snakemake snakemake = mock_snakemake( - "build_sequestration_potentials", simpl="", clusters="181" + "build_sequestration_potentials", simpl="", clusters="128" ) set_scenario_config(snakemake) From 49db5bfb95368d58ff8ee76da2ce5ec33882ec2e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 10 Apr 2024 12:13:38 +0200 Subject: [PATCH 051/270] add release notes --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b782a6dfa..28bb03b7a 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* correct estimation of CO2 sequestration potential to including hydrocarbon fields (gas + oil) or saline aquifers + * bugfix: convert Strings to pathlib.Path objects as input to ConfigSettings * Allow the use of more solvers in clustering (Xpress, COPT, Gurobi, CPLEX, SCIP, MOSEK). From fd239e268866af10fcefd017e148b071e80724c8 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 10 Apr 2024 12:15:33 +0200 Subject: [PATCH 052/270] adjust configtables --- doc/configtables/sector.csv | 294 ++++++++++++++++++------------------ 1 file changed, 147 insertions(+), 147 deletions(-) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 1f8bb030d..1692d299e 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -1,147 +1,147 @@ -,Unit,Values,Description -transport,--,"{true, false}",Flag to include transport sector. -heating,--,"{true, false}",Flag to include heating sector. -biomass,--,"{true, false}",Flag to include biomass sector. -industry,--,"{true, false}",Flag to include industry sector. -agriculture,--,"{true, false}",Flag to include agriculture sector. -district_heating,--,,`prepare_sector_network.py `_ --- potential,--,float,maximum fraction of urban demand which can be supplied by district heating --- progress,--,Dictionary with planning horizons as keys., Increase of today's district heating demand to potential maximum district heating share. Progress = 0 means today's district heating share. Progress = 1 means maximum fraction of urban demand is supplied by district heating --- district_heating_loss,--,float,Share increase in district heat demand in urban central due to heat losses -cluster_heat_buses,--,"{true, false}",Cluster residential and service heat buses in `prepare_sector_network.py `_ to one to save memory. -,,, -bev_dsm_restriction _value,--,float,Adds a lower state of charge (SOC) limit for battery electric vehicles (BEV) to manage its own energy demand (DSM). Located in `build_transport_demand.py `_. Set to 0 for no restriction on BEV DSM -bev_dsm_restriction _time,--,float,Time at which SOC of BEV has to be dsm_restriction_value -transport_heating _deadband_upper,°C,float,"The maximum temperature in the vehicle. At higher temperatures, the energy required for cooling in the vehicle increases." -transport_heating _deadband_lower,°C,float,"The minimum temperature in the vehicle. At lower temperatures, the energy required for heating in the vehicle increases." -,,, -ICE_lower_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the cold environment and the minimum temperature. -ICE_upper_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the hot environment and the maximum temperature. -EV_lower_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the cold environment and the minimum temperature. -EV_upper_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the hot environment and the maximum temperature. -bev_dsm,--,"{true, false}",Add the option for battery electric vehicles (BEV) to participate in demand-side management (DSM) -,,, -bev_availability,--,float,The share for battery electric vehicles (BEV) that are able to do demand side management (DSM) -bev_energy,--,float,The average size of battery electric vehicles (BEV) in MWh -bev_charge_efficiency,--,float,Battery electric vehicles (BEV) charge and discharge efficiency -bev_plug_to_wheel _efficiency,km/kWh,float,The distance battery electric vehicles (BEV) can travel in km per kWh of energy charge in battery. Base value comes from `Tesla Model S `_ -bev_charge_rate,MWh,float,The power consumption for one electric vehicle (EV) in MWh. Value derived from 3-phase charger with 11 kW. -bev_avail_max,--,float,The maximum share plugged-in availability for passenger electric vehicles. -bev_avail_mean,--,float,The average share plugged-in availability for passenger electric vehicles. -v2g,--,"{true, false}",Allows feed-in to grid from EV battery -land_transport_fuel_cell _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses fuel cells in a given year -land_transport_electric _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses electric vehicles (EV) in a given year -land_transport_ice _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses internal combustion engines (ICE) in a given year. What is not EV or FCEV is oil-fuelled ICE. -transport_fuel_cell _efficiency,--,float,The H2 conversion efficiencies of fuel cells in transport -transport_internal _combustion_efficiency,--,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport -agriculture_machinery _electric_share,--,float,The share for agricultural machinery that uses electricity -agriculture_machinery _oil_share,--,float,The share for agricultural machinery that uses oil -agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. -agriculture_machinery _electric_efficiency,--,float,The efficiency of oil-powered machinery in the conversion of oil to meet agricultural needs. -Mwh_MeOH_per_MWh_H2,LHV,float,"The energy amount of the produced methanol per energy amount of hydrogen. From `DECHEMA (2017) `_, page 64." -MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 64." -MWh_MeOH_per_MWh_e,LHV,float,"The energy amount of the produced methanol per energy amount of electricity. From `DECHEMA (2017) `_, page 64." -shipping_hydrogen _liquefaction,--,"{true, false}",Whether to include liquefaction costs for hydrogen demand in shipping. -,,, -shipping_hydrogen_share,--,Dictionary with planning horizons as keys.,The share of ships powered by hydrogen in a given year -shipping_methanol_share,--,Dictionary with planning horizons as keys.,The share of ships powered by methanol in a given year -shipping_oil_share,--,Dictionary with planning horizons as keys.,The share of ships powered by oil in a given year -shipping_methanol _efficiency,--,float,The efficiency of methanol-powered ships in the conversion of methanol to meet shipping needs (propulsion). The efficiency increase from oil can be 10-15% higher according to the `IEA `_ -,,, -shipping_oil_efficiency,--,float,The efficiency of oil-powered ships in the conversion of oil to meet shipping needs (propulsion). Base value derived from 2011 -aviation_demand_factor,--,float,The proportion of demand for aviation compared to today's consumption -HVC_demand_factor,--,float,The proportion of demand for high-value chemicals compared to today's consumption -,,, -time_dep_hp_cop,--,"{true, false}",Consider the time dependent coefficient of performance (COP) of the heat pump -heat_pump_sink_T,°C,float,The temperature heat sink used in heat pumps based on DTU / large area radiators. The value is conservatively high to cover hot water and space heating in poorly-insulated buildings -reduce_space_heat _exogenously,--,"{true, false}",Influence on space heating demand by a certain factor (applied before losses in district heating). -reduce_space_heat _exogenously_factor,--,Dictionary with planning horizons as keys.,"A positive factor can mean renovation or demolition of a building. If the factor is negative, it can mean an increase in floor area, increased thermal comfort, population growth. The default factors are determined by the `Eurocalc Homes and buildings decarbonization scenario `_" -retrofitting,,, --- retro_endogen,--,"{true, false}",Add retrofitting as an endogenous system which co-optimise space heat savings. --- cost_factor,--,float,Weight costs for building renovation --- interest_rate,--,float,The interest rate for investment in building components --- annualise_cost,--,"{true, false}",Annualise the investment costs of retrofitting --- tax_weighting,--,"{true, false}",Weight the costs of retrofitting depending on taxes in countries --- construction_index,--,"{true, false}",Weight the costs of retrofitting depending on labour/material costs per country -tes,--,"{true, false}",Add option for storing thermal energy in large water pits associated with district heating systems and individual thermal energy storage (TES) -tes_tau,,,The time constant used to calculate the decay of thermal energy in thermal energy storage (TES): 1- :math:`e^{-1/24τ}`. --- decentral,days,float,The time constant in decentralized thermal energy storage (TES) --- central,days,float,The time constant in centralized thermal energy storage (TES) -boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers -resistive_heaters,--,"{true, false}",Add option for transforming electricity into heat using resistive heaters (independently from gas boilers) -oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers -biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers -overdimension_individual_heating,--,"float",Add option for overdimensioning individual heating systems by a certain factor. This allows them to cover heat demand peaks e.g. 10% higher than those in the data with a setting of 1.1. -chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) -micro_chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) for decentral areas. -solar_thermal,--,"{true, false}",Add option for using solar thermal to generate heat. -solar_cf_correction,--,float,The correction factor for the value provided by the solar thermal profile calculations -marginal_cost_storage,currency/MWh ,float,The marginal cost of discharging batteries in distributed grids -methanation,--,"{true, false}",Add option for transforming hydrogen and CO2 into methane using methanation. -coal_cc,--,"{true, false}",Add option for coal CHPs with carbon capture -dac,--,"{true, false}",Add option for Direct Air Capture (DAC) -co2_vent,--,"{true, false}",Add option for vent out CO2 from storages to the atmosphere. -allam_cycle,--,"{true, false}",Add option to include `Allam cycle gas power plants `_ -hydrogen_fuel_cell,--,"{true, false}",Add option to include hydrogen fuel cell for re-electrification. Assuming OCGT technology costs -hydrogen_turbine,--,"{true, false}",Add option to include hydrogen turbine for re-electrification. Assuming OCGT technology costs -SMR,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) -SMR CC,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) and Carbon Capture (CC) -regional_methanol_demand,--,"{true, false}",Spatially resolve methanol demand. Set to true if regional CO2 constraints needed. -regional_oil_demand,--,"{true, false}",Spatially resolve oil demand. Set to true if regional CO2 constraints needed. -regional_co2 _sequestration_potential,,, --- enable,--,"{true, false}",Add option for regionally-resolved geological carbon dioxide sequestration potentials based on `CO2StoP `_. --- attribute,--,string,Name of the attribute for the sequestration potential --- include_onshore,--,"{true, false}",Add options for including onshore sequestration potentials --- min_size,Gt ,float,Any sites with lower potential than this value will be excluded --- max_size,Gt ,float,The maximum sequestration potential for any one site. --- years_of_storage,years,float,The years until potential exhausted at optimised annual rate -co2_sequestration_potential,MtCO2/a,float,The potential of sequestering CO2 in Europe per year -co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 -co2_sequestration_lifetime,years,int,The lifetime of a CO2 sequestration site -co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." -,,, -co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network -co2_network_cost_factor,p.u.,float,The cost factor for the capital cost of the carbon dioxide transmission network -,,, -cc_fraction,--,float,The default fraction of CO2 captured with post-combustion capture -hydrogen_underground _storage,--,"{true, false}",Add options for storing hydrogen underground. Storage potential depends regionally. -hydrogen_underground _storage_locations,,"{onshore, nearshore, offshore}","The location where hydrogen underground storage can be located. Onshore, nearshore, offshore means it must be located more than 50 km away from the sea, within 50 km of the sea, or within the sea itself respectively." -,,, -ammonia,--,"{true, false, regional}","Add ammonia as a carrrier. It can be either true (copperplated NH3), false (no NH3 carrier) or ""regional"" (regionalised NH3 without network)" -min_part_load_fischer _tropsch,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the Fischer-Tropsch process -min_part_load _methanolisation,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the methanolisation process -,,, -use_fischer_tropsch _waste_heat,--,"{true, false}",Add option for using waste heat of Fischer Tropsch in district heating networks -use_fuel_cell_waste_heat,--,"{true, false}",Add option for using waste heat of fuel cells in district heating networks -use_electrolysis_waste _heat,--,"{true, false}",Add option for using waste heat of electrolysis in district heating networks -electricity_transmission _grid,--,"{true, false}",Switch for enabling/disabling the electricity transmission grid. -electricity_distribution _grid,--,"{true, false}",Add a simplified representation of the exchange capacity between transmission and distribution grid level through a link. -electricity_distribution _grid_cost_factor,,,Multiplies the investment cost of the electricity distribution grid -,,, -electricity_grid _connection,--,"{true, false}",Add the cost of electricity grid connection for onshore wind and solar -transmission_efficiency,,,Section to specify transmission losses or compression energy demands of bidirectional links. Splits them into two capacity-linked unidirectional links. --- {carrier},--,str,The carrier of the link. --- -- efficiency_static,p.u.,float,Length-independent transmission efficiency. --- -- efficiency_per_1000km,p.u. per 1000 km,float,Length-dependent transmission efficiency ($\eta^{\text{length}}$) --- -- compression_per_1000km,p.u. per 1000 km,float,Length-dependent electricity demand for compression ($\eta \cdot \text{length}$) implemented as multi-link to local electricity bus. -H2_network,--,"{true, false}",Add option for new hydrogen pipelines -gas_network,--,"{true, false}","Add existing natural gas infrastructure, incl. LNG terminals, production and entry-points. The existing gas network is added with a lossless transport model. A length-weighted `k-edge augmentation algorithm `_ can be run to add new candidate gas pipelines such that all regions of the model can be connected to the gas network. When activated, all the gas demands are regionally disaggregated as well." -H2_retrofit,--,"{true, false}",Add option for retrofiting existing pipelines to transport hydrogen. -H2_retrofit_capacity _per_CH4,--,float,"The ratio for H2 capacity per original CH4 capacity of retrofitted pipelines. The `European Hydrogen Backbone (April, 2020) p.15 `_ 60% of original natural gas capacity could be used in cost-optimal case as H2 capacity." -gas_network_connectivity _upgrade ,--,float,The number of desired edge connectivity (k) in the length-weighted `k-edge augmentation algorithm `_ used for the gas network -gas_distribution_grid,--,"{true, false}",Add a gas distribution grid -gas_distribution_grid _cost_factor,,,Multiplier for the investment cost of the gas distribution grid -,,, -biomass_spatial,--,"{true, false}",Add option for resolving biomass demand regionally -biomass_transport,--,"{true, false}",Add option for transporting solid biomass between nodes -biogas_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass upgrading -conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. -biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil -biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas -limit_max_growth,,, --- enable,--,"{true, false}",Add option to limit the maximum growth of a carrier --- factor,p.u.,float,The maximum growth factor of a carrier (e.g. 1.3 allows 30% larger than max historic growth) --- max_growth,,, --- -- {carrier},GW,float,The historic maximum growth of a carrier --- max_relative_growth, --- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier +,Unit,Values,Description +transport,--,"{true, false}",Flag to include transport sector. +heating,--,"{true, false}",Flag to include heating sector. +biomass,--,"{true, false}",Flag to include biomass sector. +industry,--,"{true, false}",Flag to include industry sector. +agriculture,--,"{true, false}",Flag to include agriculture sector. +district_heating,--,,`prepare_sector_network.py `_ +-- potential,--,float,maximum fraction of urban demand which can be supplied by district heating +-- progress,--,Dictionary with planning horizons as keys., Increase of today's district heating demand to potential maximum district heating share. Progress = 0 means today's district heating share. Progress = 1 means maximum fraction of urban demand is supplied by district heating +-- district_heating_loss,--,float,Share increase in district heat demand in urban central due to heat losses +cluster_heat_buses,--,"{true, false}",Cluster residential and service heat buses in `prepare_sector_network.py `_ to one to save memory. +,,, +bev_dsm_restriction _value,--,float,Adds a lower state of charge (SOC) limit for battery electric vehicles (BEV) to manage its own energy demand (DSM). Located in `build_transport_demand.py `_. Set to 0 for no restriction on BEV DSM +bev_dsm_restriction _time,--,float,Time at which SOC of BEV has to be dsm_restriction_value +transport_heating _deadband_upper,°C,float,"The maximum temperature in the vehicle. At higher temperatures, the energy required for cooling in the vehicle increases." +transport_heating _deadband_lower,°C,float,"The minimum temperature in the vehicle. At lower temperatures, the energy required for heating in the vehicle increases." +,,, +ICE_lower_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the cold environment and the minimum temperature. +ICE_upper_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the hot environment and the maximum temperature. +EV_lower_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the cold environment and the minimum temperature. +EV_upper_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the hot environment and the maximum temperature. +bev_dsm,--,"{true, false}",Add the option for battery electric vehicles (BEV) to participate in demand-side management (DSM) +,,, +bev_availability,--,float,The share for battery electric vehicles (BEV) that are able to do demand side management (DSM) +bev_energy,--,float,The average size of battery electric vehicles (BEV) in MWh +bev_charge_efficiency,--,float,Battery electric vehicles (BEV) charge and discharge efficiency +bev_plug_to_wheel _efficiency,km/kWh,float,The distance battery electric vehicles (BEV) can travel in km per kWh of energy charge in battery. Base value comes from `Tesla Model S `_ +bev_charge_rate,MWh,float,The power consumption for one electric vehicle (EV) in MWh. Value derived from 3-phase charger with 11 kW. +bev_avail_max,--,float,The maximum share plugged-in availability for passenger electric vehicles. +bev_avail_mean,--,float,The average share plugged-in availability for passenger electric vehicles. +v2g,--,"{true, false}",Allows feed-in to grid from EV battery +land_transport_fuel_cell _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses fuel cells in a given year +land_transport_electric _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses electric vehicles (EV) in a given year +land_transport_ice _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses internal combustion engines (ICE) in a given year. What is not EV or FCEV is oil-fuelled ICE. +transport_fuel_cell _efficiency,--,float,The H2 conversion efficiencies of fuel cells in transport +transport_internal _combustion_efficiency,--,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport +agriculture_machinery _electric_share,--,float,The share for agricultural machinery that uses electricity +agriculture_machinery _oil_share,--,float,The share for agricultural machinery that uses oil +agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. +agriculture_machinery _electric_efficiency,--,float,The efficiency of oil-powered machinery in the conversion of oil to meet agricultural needs. +Mwh_MeOH_per_MWh_H2,LHV,float,"The energy amount of the produced methanol per energy amount of hydrogen. From `DECHEMA (2017) `_, page 64." +MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 64." +MWh_MeOH_per_MWh_e,LHV,float,"The energy amount of the produced methanol per energy amount of electricity. From `DECHEMA (2017) `_, page 64." +shipping_hydrogen _liquefaction,--,"{true, false}",Whether to include liquefaction costs for hydrogen demand in shipping. +,,, +shipping_hydrogen_share,--,Dictionary with planning horizons as keys.,The share of ships powered by hydrogen in a given year +shipping_methanol_share,--,Dictionary with planning horizons as keys.,The share of ships powered by methanol in a given year +shipping_oil_share,--,Dictionary with planning horizons as keys.,The share of ships powered by oil in a given year +shipping_methanol _efficiency,--,float,The efficiency of methanol-powered ships in the conversion of methanol to meet shipping needs (propulsion). The efficiency increase from oil can be 10-15% higher according to the `IEA `_ +,,, +shipping_oil_efficiency,--,float,The efficiency of oil-powered ships in the conversion of oil to meet shipping needs (propulsion). Base value derived from 2011 +aviation_demand_factor,--,float,The proportion of demand for aviation compared to today's consumption +HVC_demand_factor,--,float,The proportion of demand for high-value chemicals compared to today's consumption +,,, +time_dep_hp_cop,--,"{true, false}",Consider the time dependent coefficient of performance (COP) of the heat pump +heat_pump_sink_T,°C,float,The temperature heat sink used in heat pumps based on DTU / large area radiators. The value is conservatively high to cover hot water and space heating in poorly-insulated buildings +reduce_space_heat _exogenously,--,"{true, false}",Influence on space heating demand by a certain factor (applied before losses in district heating). +reduce_space_heat _exogenously_factor,--,Dictionary with planning horizons as keys.,"A positive factor can mean renovation or demolition of a building. If the factor is negative, it can mean an increase in floor area, increased thermal comfort, population growth. The default factors are determined by the `Eurocalc Homes and buildings decarbonization scenario `_" +retrofitting,,, +-- retro_endogen,--,"{true, false}",Add retrofitting as an endogenous system which co-optimise space heat savings. +-- cost_factor,--,float,Weight costs for building renovation +-- interest_rate,--,float,The interest rate for investment in building components +-- annualise_cost,--,"{true, false}",Annualise the investment costs of retrofitting +-- tax_weighting,--,"{true, false}",Weight the costs of retrofitting depending on taxes in countries +-- construction_index,--,"{true, false}",Weight the costs of retrofitting depending on labour/material costs per country +tes,--,"{true, false}",Add option for storing thermal energy in large water pits associated with district heating systems and individual thermal energy storage (TES) +tes_tau,,,The time constant used to calculate the decay of thermal energy in thermal energy storage (TES): 1- :math:`e^{-1/24τ}`. +-- decentral,days,float,The time constant in decentralized thermal energy storage (TES) +-- central,days,float,The time constant in centralized thermal energy storage (TES) +boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers +resistive_heaters,--,"{true, false}",Add option for transforming electricity into heat using resistive heaters (independently from gas boilers) +oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers +biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers +overdimension_individual_heating,--,float,Add option for overdimensioning individual heating systems by a certain factor. This allows them to cover heat demand peaks e.g. 10% higher than those in the data with a setting of 1.1. +chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) +micro_chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) for decentral areas. +solar_thermal,--,"{true, false}",Add option for using solar thermal to generate heat. +solar_cf_correction,--,float,The correction factor for the value provided by the solar thermal profile calculations +marginal_cost_storage,currency/MWh ,float,The marginal cost of discharging batteries in distributed grids +methanation,--,"{true, false}",Add option for transforming hydrogen and CO2 into methane using methanation. +coal_cc,--,"{true, false}",Add option for coal CHPs with carbon capture +dac,--,"{true, false}",Add option for Direct Air Capture (DAC) +co2_vent,--,"{true, false}",Add option for vent out CO2 from storages to the atmosphere. +allam_cycle,--,"{true, false}",Add option to include `Allam cycle gas power plants `_ +hydrogen_fuel_cell,--,"{true, false}",Add option to include hydrogen fuel cell for re-electrification. Assuming OCGT technology costs +hydrogen_turbine,--,"{true, false}",Add option to include hydrogen turbine for re-electrification. Assuming OCGT technology costs +SMR,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) +SMR CC,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) and Carbon Capture (CC) +regional_methanol_demand,--,"{true, false}",Spatially resolve methanol demand. Set to true if regional CO2 constraints needed. +regional_oil_demand,--,"{true, false}",Spatially resolve oil demand. Set to true if regional CO2 constraints needed. +regional_co2 _sequestration_potential,,, +-- enable,--,"{true, false}",Add option for regionally-resolved geological carbon dioxide sequestration potentials based on `CO2StoP `_. +-- attribute,--,list,List of names of the attributes for the sequestration potential +-- include_onshore,--,"{true, false}",Add options for including onshore sequestration potentials +-- min_size,Gt ,float,Any sites with lower potential than this value will be excluded +-- max_size,Gt ,float,The maximum sequestration potential for any one site. +-- years_of_storage,years,float,The years until potential exhausted at optimised annual rate +co2_sequestration_potential,MtCO2/a,float,The potential of sequestering CO2 in Europe per year +co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 +co2_sequestration_lifetime,years,int,The lifetime of a CO2 sequestration site +co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." +,,, +co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network +co2_network_cost_factor,p.u.,float,The cost factor for the capital cost of the carbon dioxide transmission network +,,, +cc_fraction,--,float,The default fraction of CO2 captured with post-combustion capture +hydrogen_underground _storage,--,"{true, false}",Add options for storing hydrogen underground. Storage potential depends regionally. +hydrogen_underground _storage_locations,,"{onshore, nearshore, offshore}","The location where hydrogen underground storage can be located. Onshore, nearshore, offshore means it must be located more than 50 km away from the sea, within 50 km of the sea, or within the sea itself respectively." +,,, +ammonia,--,"{true, false, regional}","Add ammonia as a carrrier. It can be either true (copperplated NH3), false (no NH3 carrier) or ""regional"" (regionalised NH3 without network)" +min_part_load_fischer _tropsch,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the Fischer-Tropsch process +min_part_load _methanolisation,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the methanolisation process +,,, +use_fischer_tropsch _waste_heat,--,"{true, false}",Add option for using waste heat of Fischer Tropsch in district heating networks +use_fuel_cell_waste_heat,--,"{true, false}",Add option for using waste heat of fuel cells in district heating networks +use_electrolysis_waste _heat,--,"{true, false}",Add option for using waste heat of electrolysis in district heating networks +electricity_transmission _grid,--,"{true, false}",Switch for enabling/disabling the electricity transmission grid. +electricity_distribution _grid,--,"{true, false}",Add a simplified representation of the exchange capacity between transmission and distribution grid level through a link. +electricity_distribution _grid_cost_factor,,,Multiplies the investment cost of the electricity distribution grid +,,, +electricity_grid _connection,--,"{true, false}",Add the cost of electricity grid connection for onshore wind and solar +transmission_efficiency,,,Section to specify transmission losses or compression energy demands of bidirectional links. Splits them into two capacity-linked unidirectional links. +-- {carrier},--,str,The carrier of the link. +-- -- efficiency_static,p.u.,float,Length-independent transmission efficiency. +-- -- efficiency_per_1000km,p.u. per 1000 km,float,Length-dependent transmission efficiency ($\eta^{\text{length}}$) +-- -- compression_per_1000km,p.u. per 1000 km,float,Length-dependent electricity demand for compression ($\eta \cdot \text{length}$) implemented as multi-link to local electricity bus. +H2_network,--,"{true, false}",Add option for new hydrogen pipelines +gas_network,--,"{true, false}","Add existing natural gas infrastructure, incl. LNG terminals, production and entry-points. The existing gas network is added with a lossless transport model. A length-weighted `k-edge augmentation algorithm `_ can be run to add new candidate gas pipelines such that all regions of the model can be connected to the gas network. When activated, all the gas demands are regionally disaggregated as well." +H2_retrofit,--,"{true, false}",Add option for retrofiting existing pipelines to transport hydrogen. +H2_retrofit_capacity _per_CH4,--,float,"The ratio for H2 capacity per original CH4 capacity of retrofitted pipelines. The `European Hydrogen Backbone (April, 2020) p.15 `_ 60% of original natural gas capacity could be used in cost-optimal case as H2 capacity." +gas_network_connectivity _upgrade ,--,float,The number of desired edge connectivity (k) in the length-weighted `k-edge augmentation algorithm `_ used for the gas network +gas_distribution_grid,--,"{true, false}",Add a gas distribution grid +gas_distribution_grid _cost_factor,,,Multiplier for the investment cost of the gas distribution grid +,,, +biomass_spatial,--,"{true, false}",Add option for resolving biomass demand regionally +biomass_transport,--,"{true, false}",Add option for transporting solid biomass between nodes +biogas_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass upgrading +conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. +biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil +biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas +limit_max_growth,,, +-- enable,--,"{true, false}",Add option to limit the maximum growth of a carrier +-- factor,p.u.,float,The maximum growth factor of a carrier (e.g. 1.3 allows 30% larger than max historic growth) +-- max_growth,,, +-- -- {carrier},GW,float,The historic maximum growth of a carrier +-- max_relative_growth,,, +-- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier From 05a3c43c30bd82a20f2c50f5a901a26cad2da6a6 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Wed, 10 Apr 2024 12:23:28 +0200 Subject: [PATCH 053/270] move prefix from Snakefile to get_dir function --- Snakefile | 8 +------- scripts/_helpers.py | 5 +++++ 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/Snakefile b/Snakefile index ed60c0f5a..ba93a869f 100644 --- a/Snakefile +++ b/Snakefile @@ -22,13 +22,7 @@ configfile: "config/config.yaml" run = config["run"] scenarios = get_scenarios(run) -prefix = run.get("prefix", "") -rdir = get_rdir(run) - -if prefix: - RDIR = f"{prefix}/{rdir}" -else: - RDIR = rdir +RDIR = get_rdir(run) logs = path_provider("logs/", RDIR, run["shared_resources"]) benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"]) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 64ccab879..dfedcaea5 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -59,6 +59,11 @@ def get_rdir(run): RDIR = run["name"] + "/" else: RDIR = "" + + prefix = run.get("prefix", "") + if prefix: + RDIR = f"{prefix}/{RDIR}" + return RDIR From 8a0c12b579976491885d642a5d2a1431d8c88d6f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 10 Apr 2024 16:56:35 +0200 Subject: [PATCH 054/270] add doc and release notes --- doc/configtables/run.csv | 1 + doc/release_notes.rst | 3 +++ 2 files changed, 4 insertions(+) diff --git a/doc/configtables/run.csv b/doc/configtables/run.csv index 2835a324c..44f061653 100644 --- a/doc/configtables/run.csv +++ b/doc/configtables/run.csv @@ -1,5 +1,6 @@ ,Unit,Values,Description name,--,str/list,"Specify a name for your run. Results will be stored under this name. If ``scenario: enable:`` is set to ``true``, the name must contain a subset of scenario names defined in ``scenario: file:``. If the name is 'all', all defined scenarios will be run." +prefix,--,str,"Prefix for the run name which is used as a top-layer directory name in the results and resources folders." scenarios,,, -- enable,bool,"{true, false}","Switch to select whether workflow should generate scenarios based on ``file``." -- file,str,,"Path to the scenario yaml file. The scenario file contains config overrides for each scenario. In order to be taken account, ``run: scenarios`` has to be set to ``true`` and ``run: name`` has to be a subset of top level keys given in the scenario file. In order to automatically create a `scenario.yaml` file based on a combination of settings, alter and use the ``config/create_scenarios.py`` script in the ``config`` directory." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b782a6dfa..79dfadcc3 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -152,6 +152,9 @@ Upcoming Release - Collection rules get a new wildcard ``run=config["run"]["name"]`` so they can collect outputs across different scenarios. + - It is further possible to encapsulate your scenarios in a directory using + the setting ``run: prefix:``. + - **Warning:** One caveat remains for the scenario management with myopic or perfect foresight pathway optimisation. The first investment period must be shared across all scenarios. The reason is that the ``wildcard_constraints`` From 6bc136308017451852e6ed34dc1caba4b1b4fd5c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 10 Apr 2024 17:13:58 +0200 Subject: [PATCH 055/270] allow sequestration potential attributes to be string --- config/config.default.yaml | 6 +- doc/configtables/sector.csv | 294 +++++++++++----------- doc/release_notes.rst | 2 +- scripts/build_sequestration_potentials.py | 2 + 4 files changed, 155 insertions(+), 149 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 6a703b312..0fc99a8dc 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -515,7 +515,11 @@ sector: regional_coal_demand: false regional_co2_sequestration_potential: enable: false - attribute: ['conservative estimate Mt', 'conservative estimate GAS Mt', 'conservative estimate OIL Mt', 'conservative estimate aquifer Mt'] + attribute: + - conservative estimate Mt + - conservative estimate GAS Mt + - conservative estimate OIL Mt + - conservative estimate aquifer Mt include_onshore: false min_size: 3 max_size: 25 diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 1692d299e..58ccd9bfe 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -1,147 +1,147 @@ -,Unit,Values,Description -transport,--,"{true, false}",Flag to include transport sector. -heating,--,"{true, false}",Flag to include heating sector. -biomass,--,"{true, false}",Flag to include biomass sector. -industry,--,"{true, false}",Flag to include industry sector. -agriculture,--,"{true, false}",Flag to include agriculture sector. -district_heating,--,,`prepare_sector_network.py `_ --- potential,--,float,maximum fraction of urban demand which can be supplied by district heating --- progress,--,Dictionary with planning horizons as keys., Increase of today's district heating demand to potential maximum district heating share. Progress = 0 means today's district heating share. Progress = 1 means maximum fraction of urban demand is supplied by district heating --- district_heating_loss,--,float,Share increase in district heat demand in urban central due to heat losses -cluster_heat_buses,--,"{true, false}",Cluster residential and service heat buses in `prepare_sector_network.py `_ to one to save memory. -,,, -bev_dsm_restriction _value,--,float,Adds a lower state of charge (SOC) limit for battery electric vehicles (BEV) to manage its own energy demand (DSM). Located in `build_transport_demand.py `_. Set to 0 for no restriction on BEV DSM -bev_dsm_restriction _time,--,float,Time at which SOC of BEV has to be dsm_restriction_value -transport_heating _deadband_upper,°C,float,"The maximum temperature in the vehicle. At higher temperatures, the energy required for cooling in the vehicle increases." -transport_heating _deadband_lower,°C,float,"The minimum temperature in the vehicle. At lower temperatures, the energy required for heating in the vehicle increases." -,,, -ICE_lower_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the cold environment and the minimum temperature. -ICE_upper_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the hot environment and the maximum temperature. -EV_lower_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the cold environment and the minimum temperature. -EV_upper_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the hot environment and the maximum temperature. -bev_dsm,--,"{true, false}",Add the option for battery electric vehicles (BEV) to participate in demand-side management (DSM) -,,, -bev_availability,--,float,The share for battery electric vehicles (BEV) that are able to do demand side management (DSM) -bev_energy,--,float,The average size of battery electric vehicles (BEV) in MWh -bev_charge_efficiency,--,float,Battery electric vehicles (BEV) charge and discharge efficiency -bev_plug_to_wheel _efficiency,km/kWh,float,The distance battery electric vehicles (BEV) can travel in km per kWh of energy charge in battery. Base value comes from `Tesla Model S `_ -bev_charge_rate,MWh,float,The power consumption for one electric vehicle (EV) in MWh. Value derived from 3-phase charger with 11 kW. -bev_avail_max,--,float,The maximum share plugged-in availability for passenger electric vehicles. -bev_avail_mean,--,float,The average share plugged-in availability for passenger electric vehicles. -v2g,--,"{true, false}",Allows feed-in to grid from EV battery -land_transport_fuel_cell _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses fuel cells in a given year -land_transport_electric _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses electric vehicles (EV) in a given year -land_transport_ice _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses internal combustion engines (ICE) in a given year. What is not EV or FCEV is oil-fuelled ICE. -transport_fuel_cell _efficiency,--,float,The H2 conversion efficiencies of fuel cells in transport -transport_internal _combustion_efficiency,--,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport -agriculture_machinery _electric_share,--,float,The share for agricultural machinery that uses electricity -agriculture_machinery _oil_share,--,float,The share for agricultural machinery that uses oil -agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. -agriculture_machinery _electric_efficiency,--,float,The efficiency of oil-powered machinery in the conversion of oil to meet agricultural needs. -Mwh_MeOH_per_MWh_H2,LHV,float,"The energy amount of the produced methanol per energy amount of hydrogen. From `DECHEMA (2017) `_, page 64." -MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 64." -MWh_MeOH_per_MWh_e,LHV,float,"The energy amount of the produced methanol per energy amount of electricity. From `DECHEMA (2017) `_, page 64." -shipping_hydrogen _liquefaction,--,"{true, false}",Whether to include liquefaction costs for hydrogen demand in shipping. -,,, -shipping_hydrogen_share,--,Dictionary with planning horizons as keys.,The share of ships powered by hydrogen in a given year -shipping_methanol_share,--,Dictionary with planning horizons as keys.,The share of ships powered by methanol in a given year -shipping_oil_share,--,Dictionary with planning horizons as keys.,The share of ships powered by oil in a given year -shipping_methanol _efficiency,--,float,The efficiency of methanol-powered ships in the conversion of methanol to meet shipping needs (propulsion). The efficiency increase from oil can be 10-15% higher according to the `IEA `_ -,,, -shipping_oil_efficiency,--,float,The efficiency of oil-powered ships in the conversion of oil to meet shipping needs (propulsion). Base value derived from 2011 -aviation_demand_factor,--,float,The proportion of demand for aviation compared to today's consumption -HVC_demand_factor,--,float,The proportion of demand for high-value chemicals compared to today's consumption -,,, -time_dep_hp_cop,--,"{true, false}",Consider the time dependent coefficient of performance (COP) of the heat pump -heat_pump_sink_T,°C,float,The temperature heat sink used in heat pumps based on DTU / large area radiators. The value is conservatively high to cover hot water and space heating in poorly-insulated buildings -reduce_space_heat _exogenously,--,"{true, false}",Influence on space heating demand by a certain factor (applied before losses in district heating). -reduce_space_heat _exogenously_factor,--,Dictionary with planning horizons as keys.,"A positive factor can mean renovation or demolition of a building. If the factor is negative, it can mean an increase in floor area, increased thermal comfort, population growth. The default factors are determined by the `Eurocalc Homes and buildings decarbonization scenario `_" -retrofitting,,, --- retro_endogen,--,"{true, false}",Add retrofitting as an endogenous system which co-optimise space heat savings. --- cost_factor,--,float,Weight costs for building renovation --- interest_rate,--,float,The interest rate for investment in building components --- annualise_cost,--,"{true, false}",Annualise the investment costs of retrofitting --- tax_weighting,--,"{true, false}",Weight the costs of retrofitting depending on taxes in countries --- construction_index,--,"{true, false}",Weight the costs of retrofitting depending on labour/material costs per country -tes,--,"{true, false}",Add option for storing thermal energy in large water pits associated with district heating systems and individual thermal energy storage (TES) -tes_tau,,,The time constant used to calculate the decay of thermal energy in thermal energy storage (TES): 1- :math:`e^{-1/24τ}`. --- decentral,days,float,The time constant in decentralized thermal energy storage (TES) --- central,days,float,The time constant in centralized thermal energy storage (TES) -boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers -resistive_heaters,--,"{true, false}",Add option for transforming electricity into heat using resistive heaters (independently from gas boilers) -oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers -biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers -overdimension_individual_heating,--,float,Add option for overdimensioning individual heating systems by a certain factor. This allows them to cover heat demand peaks e.g. 10% higher than those in the data with a setting of 1.1. -chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) -micro_chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) for decentral areas. -solar_thermal,--,"{true, false}",Add option for using solar thermal to generate heat. -solar_cf_correction,--,float,The correction factor for the value provided by the solar thermal profile calculations -marginal_cost_storage,currency/MWh ,float,The marginal cost of discharging batteries in distributed grids -methanation,--,"{true, false}",Add option for transforming hydrogen and CO2 into methane using methanation. -coal_cc,--,"{true, false}",Add option for coal CHPs with carbon capture -dac,--,"{true, false}",Add option for Direct Air Capture (DAC) -co2_vent,--,"{true, false}",Add option for vent out CO2 from storages to the atmosphere. -allam_cycle,--,"{true, false}",Add option to include `Allam cycle gas power plants `_ -hydrogen_fuel_cell,--,"{true, false}",Add option to include hydrogen fuel cell for re-electrification. Assuming OCGT technology costs -hydrogen_turbine,--,"{true, false}",Add option to include hydrogen turbine for re-electrification. Assuming OCGT technology costs -SMR,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) -SMR CC,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) and Carbon Capture (CC) -regional_methanol_demand,--,"{true, false}",Spatially resolve methanol demand. Set to true if regional CO2 constraints needed. -regional_oil_demand,--,"{true, false}",Spatially resolve oil demand. Set to true if regional CO2 constraints needed. -regional_co2 _sequestration_potential,,, --- enable,--,"{true, false}",Add option for regionally-resolved geological carbon dioxide sequestration potentials based on `CO2StoP `_. --- attribute,--,list,List of names of the attributes for the sequestration potential --- include_onshore,--,"{true, false}",Add options for including onshore sequestration potentials --- min_size,Gt ,float,Any sites with lower potential than this value will be excluded --- max_size,Gt ,float,The maximum sequestration potential for any one site. --- years_of_storage,years,float,The years until potential exhausted at optimised annual rate -co2_sequestration_potential,MtCO2/a,float,The potential of sequestering CO2 in Europe per year -co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 -co2_sequestration_lifetime,years,int,The lifetime of a CO2 sequestration site -co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." -,,, -co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network -co2_network_cost_factor,p.u.,float,The cost factor for the capital cost of the carbon dioxide transmission network -,,, -cc_fraction,--,float,The default fraction of CO2 captured with post-combustion capture -hydrogen_underground _storage,--,"{true, false}",Add options for storing hydrogen underground. Storage potential depends regionally. -hydrogen_underground _storage_locations,,"{onshore, nearshore, offshore}","The location where hydrogen underground storage can be located. Onshore, nearshore, offshore means it must be located more than 50 km away from the sea, within 50 km of the sea, or within the sea itself respectively." -,,, -ammonia,--,"{true, false, regional}","Add ammonia as a carrrier. It can be either true (copperplated NH3), false (no NH3 carrier) or ""regional"" (regionalised NH3 without network)" -min_part_load_fischer _tropsch,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the Fischer-Tropsch process -min_part_load _methanolisation,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the methanolisation process -,,, -use_fischer_tropsch _waste_heat,--,"{true, false}",Add option for using waste heat of Fischer Tropsch in district heating networks -use_fuel_cell_waste_heat,--,"{true, false}",Add option for using waste heat of fuel cells in district heating networks -use_electrolysis_waste _heat,--,"{true, false}",Add option for using waste heat of electrolysis in district heating networks -electricity_transmission _grid,--,"{true, false}",Switch for enabling/disabling the electricity transmission grid. -electricity_distribution _grid,--,"{true, false}",Add a simplified representation of the exchange capacity between transmission and distribution grid level through a link. -electricity_distribution _grid_cost_factor,,,Multiplies the investment cost of the electricity distribution grid -,,, -electricity_grid _connection,--,"{true, false}",Add the cost of electricity grid connection for onshore wind and solar -transmission_efficiency,,,Section to specify transmission losses or compression energy demands of bidirectional links. Splits them into two capacity-linked unidirectional links. --- {carrier},--,str,The carrier of the link. --- -- efficiency_static,p.u.,float,Length-independent transmission efficiency. --- -- efficiency_per_1000km,p.u. per 1000 km,float,Length-dependent transmission efficiency ($\eta^{\text{length}}$) --- -- compression_per_1000km,p.u. per 1000 km,float,Length-dependent electricity demand for compression ($\eta \cdot \text{length}$) implemented as multi-link to local electricity bus. -H2_network,--,"{true, false}",Add option for new hydrogen pipelines -gas_network,--,"{true, false}","Add existing natural gas infrastructure, incl. LNG terminals, production and entry-points. The existing gas network is added with a lossless transport model. A length-weighted `k-edge augmentation algorithm `_ can be run to add new candidate gas pipelines such that all regions of the model can be connected to the gas network. When activated, all the gas demands are regionally disaggregated as well." -H2_retrofit,--,"{true, false}",Add option for retrofiting existing pipelines to transport hydrogen. -H2_retrofit_capacity _per_CH4,--,float,"The ratio for H2 capacity per original CH4 capacity of retrofitted pipelines. The `European Hydrogen Backbone (April, 2020) p.15 `_ 60% of original natural gas capacity could be used in cost-optimal case as H2 capacity." -gas_network_connectivity _upgrade ,--,float,The number of desired edge connectivity (k) in the length-weighted `k-edge augmentation algorithm `_ used for the gas network -gas_distribution_grid,--,"{true, false}",Add a gas distribution grid -gas_distribution_grid _cost_factor,,,Multiplier for the investment cost of the gas distribution grid -,,, -biomass_spatial,--,"{true, false}",Add option for resolving biomass demand regionally -biomass_transport,--,"{true, false}",Add option for transporting solid biomass between nodes -biogas_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass upgrading -conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. -biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil -biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas -limit_max_growth,,, --- enable,--,"{true, false}",Add option to limit the maximum growth of a carrier --- factor,p.u.,float,The maximum growth factor of a carrier (e.g. 1.3 allows 30% larger than max historic growth) --- max_growth,,, --- -- {carrier},GW,float,The historic maximum growth of a carrier --- max_relative_growth,,, --- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier +,Unit,Values,Description +transport,--,"{true, false}",Flag to include transport sector. +heating,--,"{true, false}",Flag to include heating sector. +biomass,--,"{true, false}",Flag to include biomass sector. +industry,--,"{true, false}",Flag to include industry sector. +agriculture,--,"{true, false}",Flag to include agriculture sector. +district_heating,--,,`prepare_sector_network.py `_ +-- potential,--,float,maximum fraction of urban demand which can be supplied by district heating +-- progress,--,Dictionary with planning horizons as keys., Increase of today's district heating demand to potential maximum district heating share. Progress = 0 means today's district heating share. Progress = 1 means maximum fraction of urban demand is supplied by district heating +-- district_heating_loss,--,float,Share increase in district heat demand in urban central due to heat losses +cluster_heat_buses,--,"{true, false}",Cluster residential and service heat buses in `prepare_sector_network.py `_ to one to save memory. +,,, +bev_dsm_restriction _value,--,float,Adds a lower state of charge (SOC) limit for battery electric vehicles (BEV) to manage its own energy demand (DSM). Located in `build_transport_demand.py `_. Set to 0 for no restriction on BEV DSM +bev_dsm_restriction _time,--,float,Time at which SOC of BEV has to be dsm_restriction_value +transport_heating _deadband_upper,°C,float,"The maximum temperature in the vehicle. At higher temperatures, the energy required for cooling in the vehicle increases." +transport_heating _deadband_lower,°C,float,"The minimum temperature in the vehicle. At lower temperatures, the energy required for heating in the vehicle increases." +,,, +ICE_lower_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the cold environment and the minimum temperature. +ICE_upper_degree_factor,--,float,Share increase in energy demand in internal combustion engine (ICE) for each degree difference between the hot environment and the maximum temperature. +EV_lower_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the cold environment and the minimum temperature. +EV_upper_degree_factor,--,float,Share increase in energy demand in electric vehicles (EV) for each degree difference between the hot environment and the maximum temperature. +bev_dsm,--,"{true, false}",Add the option for battery electric vehicles (BEV) to participate in demand-side management (DSM) +,,, +bev_availability,--,float,The share for battery electric vehicles (BEV) that are able to do demand side management (DSM) +bev_energy,--,float,The average size of battery electric vehicles (BEV) in MWh +bev_charge_efficiency,--,float,Battery electric vehicles (BEV) charge and discharge efficiency +bev_plug_to_wheel _efficiency,km/kWh,float,The distance battery electric vehicles (BEV) can travel in km per kWh of energy charge in battery. Base value comes from `Tesla Model S `_ +bev_charge_rate,MWh,float,The power consumption for one electric vehicle (EV) in MWh. Value derived from 3-phase charger with 11 kW. +bev_avail_max,--,float,The maximum share plugged-in availability for passenger electric vehicles. +bev_avail_mean,--,float,The average share plugged-in availability for passenger electric vehicles. +v2g,--,"{true, false}",Allows feed-in to grid from EV battery +land_transport_fuel_cell _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses fuel cells in a given year +land_transport_electric _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses electric vehicles (EV) in a given year +land_transport_ice _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses internal combustion engines (ICE) in a given year. What is not EV or FCEV is oil-fuelled ICE. +transport_fuel_cell _efficiency,--,float,The H2 conversion efficiencies of fuel cells in transport +transport_internal _combustion_efficiency,--,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport +agriculture_machinery _electric_share,--,float,The share for agricultural machinery that uses electricity +agriculture_machinery _oil_share,--,float,The share for agricultural machinery that uses oil +agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. +agriculture_machinery _electric_efficiency,--,float,The efficiency of oil-powered machinery in the conversion of oil to meet agricultural needs. +Mwh_MeOH_per_MWh_H2,LHV,float,"The energy amount of the produced methanol per energy amount of hydrogen. From `DECHEMA (2017) `_, page 64." +MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 64." +MWh_MeOH_per_MWh_e,LHV,float,"The energy amount of the produced methanol per energy amount of electricity. From `DECHEMA (2017) `_, page 64." +shipping_hydrogen _liquefaction,--,"{true, false}",Whether to include liquefaction costs for hydrogen demand in shipping. +,,, +shipping_hydrogen_share,--,Dictionary with planning horizons as keys.,The share of ships powered by hydrogen in a given year +shipping_methanol_share,--,Dictionary with planning horizons as keys.,The share of ships powered by methanol in a given year +shipping_oil_share,--,Dictionary with planning horizons as keys.,The share of ships powered by oil in a given year +shipping_methanol _efficiency,--,float,The efficiency of methanol-powered ships in the conversion of methanol to meet shipping needs (propulsion). The efficiency increase from oil can be 10-15% higher according to the `IEA `_ +,,, +shipping_oil_efficiency,--,float,The efficiency of oil-powered ships in the conversion of oil to meet shipping needs (propulsion). Base value derived from 2011 +aviation_demand_factor,--,float,The proportion of demand for aviation compared to today's consumption +HVC_demand_factor,--,float,The proportion of demand for high-value chemicals compared to today's consumption +,,, +time_dep_hp_cop,--,"{true, false}",Consider the time dependent coefficient of performance (COP) of the heat pump +heat_pump_sink_T,°C,float,The temperature heat sink used in heat pumps based on DTU / large area radiators. The value is conservatively high to cover hot water and space heating in poorly-insulated buildings +reduce_space_heat _exogenously,--,"{true, false}",Influence on space heating demand by a certain factor (applied before losses in district heating). +reduce_space_heat _exogenously_factor,--,Dictionary with planning horizons as keys.,"A positive factor can mean renovation or demolition of a building. If the factor is negative, it can mean an increase in floor area, increased thermal comfort, population growth. The default factors are determined by the `Eurocalc Homes and buildings decarbonization scenario `_" +retrofitting,,, +-- retro_endogen,--,"{true, false}",Add retrofitting as an endogenous system which co-optimise space heat savings. +-- cost_factor,--,float,Weight costs for building renovation +-- interest_rate,--,float,The interest rate for investment in building components +-- annualise_cost,--,"{true, false}",Annualise the investment costs of retrofitting +-- tax_weighting,--,"{true, false}",Weight the costs of retrofitting depending on taxes in countries +-- construction_index,--,"{true, false}",Weight the costs of retrofitting depending on labour/material costs per country +tes,--,"{true, false}",Add option for storing thermal energy in large water pits associated with district heating systems and individual thermal energy storage (TES) +tes_tau,,,The time constant used to calculate the decay of thermal energy in thermal energy storage (TES): 1- :math:`e^{-1/24τ}`. +-- decentral,days,float,The time constant in decentralized thermal energy storage (TES) +-- central,days,float,The time constant in centralized thermal energy storage (TES) +boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers +resistive_heaters,--,"{true, false}",Add option for transforming electricity into heat using resistive heaters (independently from gas boilers) +oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers +biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers +overdimension_individual_heating,--,"float",Add option for overdimensioning individual heating systems by a certain factor. This allows them to cover heat demand peaks e.g. 10% higher than those in the data with a setting of 1.1. +chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) +micro_chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) for decentral areas. +solar_thermal,--,"{true, false}",Add option for using solar thermal to generate heat. +solar_cf_correction,--,float,The correction factor for the value provided by the solar thermal profile calculations +marginal_cost_storage,currency/MWh ,float,The marginal cost of discharging batteries in distributed grids +methanation,--,"{true, false}",Add option for transforming hydrogen and CO2 into methane using methanation. +coal_cc,--,"{true, false}",Add option for coal CHPs with carbon capture +dac,--,"{true, false}",Add option for Direct Air Capture (DAC) +co2_vent,--,"{true, false}",Add option for vent out CO2 from storages to the atmosphere. +allam_cycle,--,"{true, false}",Add option to include `Allam cycle gas power plants `_ +hydrogen_fuel_cell,--,"{true, false}",Add option to include hydrogen fuel cell for re-electrification. Assuming OCGT technology costs +hydrogen_turbine,--,"{true, false}",Add option to include hydrogen turbine for re-electrification. Assuming OCGT technology costs +SMR,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) +SMR CC,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) and Carbon Capture (CC) +regional_methanol_demand,--,"{true, false}",Spatially resolve methanol demand. Set to true if regional CO2 constraints needed. +regional_oil_demand,--,"{true, false}",Spatially resolve oil demand. Set to true if regional CO2 constraints needed. +regional_co2 _sequestration_potential,,, +-- enable,--,"{true, false}",Add option for regionally-resolved geological carbon dioxide sequestration potentials based on `CO2StoP `_. +-- attribute,--,string or list,Name (or list of names) of the attribute(s) for the sequestration potential +-- include_onshore,--,"{true, false}",Add options for including onshore sequestration potentials +-- min_size,Gt ,float,Any sites with lower potential than this value will be excluded +-- max_size,Gt ,float,The maximum sequestration potential for any one site. +-- years_of_storage,years,float,The years until potential exhausted at optimised annual rate +co2_sequestration_potential,MtCO2/a,float,The potential of sequestering CO2 in Europe per year +co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 +co2_sequestration_lifetime,years,int,The lifetime of a CO2 sequestration site +co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." +,,, +co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network +co2_network_cost_factor,p.u.,float,The cost factor for the capital cost of the carbon dioxide transmission network +,,, +cc_fraction,--,float,The default fraction of CO2 captured with post-combustion capture +hydrogen_underground _storage,--,"{true, false}",Add options for storing hydrogen underground. Storage potential depends regionally. +hydrogen_underground _storage_locations,,"{onshore, nearshore, offshore}","The location where hydrogen underground storage can be located. Onshore, nearshore, offshore means it must be located more than 50 km away from the sea, within 50 km of the sea, or within the sea itself respectively." +,,, +ammonia,--,"{true, false, regional}","Add ammonia as a carrrier. It can be either true (copperplated NH3), false (no NH3 carrier) or ""regional"" (regionalised NH3 without network)" +min_part_load_fischer _tropsch,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the Fischer-Tropsch process +min_part_load _methanolisation,per unit of p_nom ,float,The minimum unit dispatch (``p_min_pu``) for the methanolisation process +,,, +use_fischer_tropsch _waste_heat,--,"{true, false}",Add option for using waste heat of Fischer Tropsch in district heating networks +use_fuel_cell_waste_heat,--,"{true, false}",Add option for using waste heat of fuel cells in district heating networks +use_electrolysis_waste _heat,--,"{true, false}",Add option for using waste heat of electrolysis in district heating networks +electricity_transmission _grid,--,"{true, false}",Switch for enabling/disabling the electricity transmission grid. +electricity_distribution _grid,--,"{true, false}",Add a simplified representation of the exchange capacity between transmission and distribution grid level through a link. +electricity_distribution _grid_cost_factor,,,Multiplies the investment cost of the electricity distribution grid +,,, +electricity_grid _connection,--,"{true, false}",Add the cost of electricity grid connection for onshore wind and solar +transmission_efficiency,,,Section to specify transmission losses or compression energy demands of bidirectional links. Splits them into two capacity-linked unidirectional links. +-- {carrier},--,str,The carrier of the link. +-- -- efficiency_static,p.u.,float,Length-independent transmission efficiency. +-- -- efficiency_per_1000km,p.u. per 1000 km,float,Length-dependent transmission efficiency ($\eta^{\text{length}}$) +-- -- compression_per_1000km,p.u. per 1000 km,float,Length-dependent electricity demand for compression ($\eta \cdot \text{length}$) implemented as multi-link to local electricity bus. +H2_network,--,"{true, false}",Add option for new hydrogen pipelines +gas_network,--,"{true, false}","Add existing natural gas infrastructure, incl. LNG terminals, production and entry-points. The existing gas network is added with a lossless transport model. A length-weighted `k-edge augmentation algorithm `_ can be run to add new candidate gas pipelines such that all regions of the model can be connected to the gas network. When activated, all the gas demands are regionally disaggregated as well." +H2_retrofit,--,"{true, false}",Add option for retrofiting existing pipelines to transport hydrogen. +H2_retrofit_capacity _per_CH4,--,float,"The ratio for H2 capacity per original CH4 capacity of retrofitted pipelines. The `European Hydrogen Backbone (April, 2020) p.15 `_ 60% of original natural gas capacity could be used in cost-optimal case as H2 capacity." +gas_network_connectivity _upgrade ,--,float,The number of desired edge connectivity (k) in the length-weighted `k-edge augmentation algorithm `_ used for the gas network +gas_distribution_grid,--,"{true, false}",Add a gas distribution grid +gas_distribution_grid _cost_factor,,,Multiplier for the investment cost of the gas distribution grid +,,, +biomass_spatial,--,"{true, false}",Add option for resolving biomass demand regionally +biomass_transport,--,"{true, false}",Add option for transporting solid biomass between nodes +biogas_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass upgrading +conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. +biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil +biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas +limit_max_growth,,, +-- enable,--,"{true, false}",Add option to limit the maximum growth of a carrier +-- factor,p.u.,float,The maximum growth factor of a carrier (e.g. 1.3 allows 30% larger than max historic growth) +-- max_growth,,, +-- -- {carrier},GW,float,The historic maximum growth of a carrier +-- max_relative_growth,,, +-- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 28bb03b7a..81c7ea14c 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,7 +10,7 @@ Release Notes Upcoming Release ================ -* correct estimation of CO2 sequestration potential to including hydrocarbon fields (gas + oil) or saline aquifers +* Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. * bugfix: convert Strings to pathlib.Path objects as input to ConfigSettings diff --git a/scripts/build_sequestration_potentials.py b/scripts/build_sequestration_potentials.py index 3defe07a1..0d70448d6 100644 --- a/scripts/build_sequestration_potentials.py +++ b/scripts/build_sequestration_potentials.py @@ -23,6 +23,8 @@ def area(gdf): def allocate_sequestration_potential( gdf, regions, attr="conservative estimate Mt", threshold=3 ): + if isinstance(attr, str): + attr = [attr] gdf = gdf.loc[gdf[attr].sum(axis=1) > threshold, attr + ["geometry"]] gdf["area_sqkm"] = area(gdf) overlay = gpd.overlay(regions, gdf, keep_geom_type=True) From f3ad1a36c7a12ca70b5974e11921e801cf17fdf9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 10 Apr 2024 15:14:25 +0000 Subject: [PATCH 056/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0fc99a8dc..a28dbd366 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -515,7 +515,7 @@ sector: regional_coal_demand: false regional_co2_sequestration_potential: enable: false - attribute: + attribute: - conservative estimate Mt - conservative estimate GAS Mt - conservative estimate OIL Mt From 0ae016a7d0a236e6c25ddd0044d4b02e623af7b7 Mon Sep 17 00:00:00 2001 From: cpschau Date: Wed, 10 Apr 2024 17:10:56 +0200 Subject: [PATCH 057/270] write shapes to base network --- scripts/base_network.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/scripts/base_network.py b/scripts/base_network.py index 346f99a59..f78f4b04d 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -697,6 +697,14 @@ def _adjust_capacities_of_under_construction_branches(n, config): return n +def _set_shapes(n, country_shapes, offshore_shapes): + # Write the geodataframes country_shapes and offshore_shapes to the network.shapes component + country_shapes = gpd.read_file(country_shapes).rename(columns={"name": "idx"}) + country_shapes["type"] = "country" + offshore_shapes = gpd.read_file(offshore_shapes).rename(columns={"name": "idx"}) + offshore_shapes["type"] = "offshore" + all_shapes = pd.concat([country_shapes, offshore_shapes]) + n.shapes = pd.concat([n.shapes, all_shapes]) def base_network( eg_buses, @@ -758,12 +766,16 @@ def base_network( n = _adjust_capacities_of_under_construction_branches(n, config) + _set_shapes(n, country_shapes, offshore_shapes) + return n if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake + import os + os.chdir(os.path.dirname(os.path.abspath(__file__))) snakemake = mock_snakemake("base_network") configure_logging(snakemake) From c19b8d760ec19830e75dd2e3999acdbe17ca2866 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 10 Apr 2024 17:47:29 +0200 Subject: [PATCH 058/270] build_bus_regions: add shapes to network --- scripts/build_bus_regions.py | 27 +++++++++++++++++++++++---- 1 file changed, 23 insertions(+), 4 deletions(-) diff --git a/scripts/build_bus_regions.py b/scripts/build_bus_regions.py index 9d993c17f..816c7fad4 100644 --- a/scripts/build_bus_regions.py +++ b/scripts/build_bus_regions.py @@ -173,12 +173,31 @@ def voronoi_partition_pts(points, outline): offshore_regions_c = offshore_regions_c.loc[offshore_regions_c.area > 1e-2] offshore_regions.append(offshore_regions_c) - pd.concat(onshore_regions, ignore_index=True).to_file( - snakemake.output.regions_onshore + gdf = pd.concat(onshore_regions, ignore_index=True) + gdf.to_file(snakemake.output.regions_onshore) + + index = gdf.index.astype(int) + n.shapes.index.astype(int).max() + 1 + n.madd( + "Shape", + index, + geometry=gdf.geometry, + idx=index, + component="Bus", + type="onshore", ) if offshore_regions: - pd.concat(offshore_regions, ignore_index=True).to_file( - snakemake.output.regions_offshore + gdf = pd.concat(offshore_regions, ignore_index=True) + gdf.to_file(snakemake.output.regions_offshore) + + index = gdf.index.astype(int) + n.shapes.index.astype(int).max() + 1 + n.madd( + "Shape", + index, + geometry=gdf.geometry, + idx=index, + component="Bus", + type="offshore", ) + else: offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore) From 7d0b775ca9c84ead87cafc547dca5b2d28f6c824 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 10 Apr 2024 15:48:44 +0000 Subject: [PATCH 059/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/base_network.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index f78f4b04d..77d3d2507 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -697,6 +697,7 @@ def _adjust_capacities_of_under_construction_branches(n, config): return n + def _set_shapes(n, country_shapes, offshore_shapes): # Write the geodataframes country_shapes and offshore_shapes to the network.shapes component country_shapes = gpd.read_file(country_shapes).rename(columns={"name": "idx"}) @@ -704,7 +705,8 @@ def _set_shapes(n, country_shapes, offshore_shapes): offshore_shapes = gpd.read_file(offshore_shapes).rename(columns={"name": "idx"}) offshore_shapes["type"] = "offshore" all_shapes = pd.concat([country_shapes, offshore_shapes]) - n.shapes = pd.concat([n.shapes, all_shapes]) + n.shapes = pd.concat([n.shapes, all_shapes]) + def base_network( eg_buses, @@ -773,8 +775,10 @@ def base_network( if __name__ == "__main__": if "snakemake" not in globals(): - from _helpers import mock_snakemake import os + + from _helpers import mock_snakemake + os.chdir(os.path.dirname(os.path.abspath(__file__))) snakemake = mock_snakemake("base_network") From 9686407756684b064f27f77b75d06e4d3149142e Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 10 Apr 2024 17:58:08 +0200 Subject: [PATCH 060/270] cluster_network: add regions to n.shapes --- scripts/cluster_network.py | 34 +++++++++++++++++++++++++--------- 1 file changed, 25 insertions(+), 9 deletions(-) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index b0b73ade4..a2473beb1 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -428,16 +428,31 @@ def clustering_for_n_clusters( return clustering -def cluster_regions(busmaps, input=None, output=None): +def cluster_regions(busmaps, which, input=None, output=None): busmap = reduce(lambda x, y: x.map(y), busmaps[1:], busmaps[0]) - for which in ("regions_onshore", "regions_offshore"): - regions = gpd.read_file(getattr(input, which)) - regions = regions.reindex(columns=["name", "geometry"]).set_index("name") - regions_c = regions.dissolve(busmap) - regions_c.index.name = "name" - regions_c = regions_c.reset_index() - regions_c.to_file(getattr(output, which)) + regions = gpd.read_file(getattr(input, which)) + regions = regions.reindex(columns=["name", "geometry"]).set_index("name") + regions_c = regions.dissolve(busmap) + regions_c.index.name = "name" + regions_c = regions_c.reset_index() + regions_c.to_file(getattr(output, which)) + + # remove old regions + remove = n.shapes.query("component == 'Bus' and type == @which").index + n.mremove("Shape", remove) + + # add new clustered regions + index = regions_c.index.astype(int) + n.shapes.index.astype(int).max() + 1 + type = which.split("_")[1] + n.madd( + "Shape", + index, + geometry=regions_c.geometry, + idx=index, + component="Bus", + type="which", + ) def plot_busmap_for_n_clusters(n, n_clusters, fn=None): @@ -555,4 +570,5 @@ def plot_busmap_for_n_clusters(n, n_clusters, fn=None): ): # also available: linemap_positive, linemap_negative getattr(clustering, attr).to_csv(snakemake.output[attr]) - cluster_regions((clustering.busmap,), snakemake.input, snakemake.output) + for which in ["regions_onshore", "regions_offshore"]: + cluster_regions((clustering.busmap,), which, snakemake.input, snakemake.output) From 47134a88d833e2db1c1a6d95fd070ab208d5d5d6 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 10 Apr 2024 18:13:14 +0200 Subject: [PATCH 061/270] regions to n.shapes: smooth out remaining issues --- scripts/base_network.py | 2 +- scripts/build_bus_regions.py | 7 +++++-- scripts/cluster_network.py | 3 ++- scripts/simplify_network.py | 3 ++- 4 files changed, 10 insertions(+), 5 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 77d3d2507..528f04bfa 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -705,7 +705,7 @@ def _set_shapes(n, country_shapes, offshore_shapes): offshore_shapes = gpd.read_file(offshore_shapes).rename(columns={"name": "idx"}) offshore_shapes["type"] = "offshore" all_shapes = pd.concat([country_shapes, offshore_shapes]) - n.shapes = pd.concat([n.shapes, all_shapes]) + n.shapes = pd.concat([n.shapes, all_shapes], ignore_index=True) def base_network( diff --git a/scripts/build_bus_regions.py b/scripts/build_bus_regions.py index 816c7fad4..d26e6ba6d 100644 --- a/scripts/build_bus_regions.py +++ b/scripts/build_bus_regions.py @@ -176,7 +176,8 @@ def voronoi_partition_pts(points, outline): gdf = pd.concat(onshore_regions, ignore_index=True) gdf.to_file(snakemake.output.regions_onshore) - index = gdf.index.astype(int) + n.shapes.index.astype(int).max() + 1 + offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 + index = gdf.index.astype(int) + offset n.madd( "Shape", index, @@ -185,11 +186,13 @@ def voronoi_partition_pts(points, outline): component="Bus", type="onshore", ) + if offshore_regions: gdf = pd.concat(offshore_regions, ignore_index=True) gdf.to_file(snakemake.output.regions_offshore) - index = gdf.index.astype(int) + n.shapes.index.astype(int).max() + 1 + offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 + index = gdf.index.astype(int) + offset n.madd( "Shape", index, diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index a2473beb1..7a4976262 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -443,7 +443,8 @@ def cluster_regions(busmaps, which, input=None, output=None): n.mremove("Shape", remove) # add new clustered regions - index = regions_c.index.astype(int) + n.shapes.index.astype(int).max() + 1 + offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 + index = regions_c.index.astype(int) + offset type = which.split("_")[1] n.madd( "Shape", diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 24df7312e..6e4041920 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -629,4 +629,5 @@ def cluster( busmap_s = reduce(lambda x, y: x.map(y), busmaps[1:], busmaps[0]) busmap_s.to_csv(snakemake.output.busmap) - cluster_regions(busmaps, snakemake.input, snakemake.output) + for which in ["regions_onshore", "regions_offshore"]: + cluster_regions(busmaps, which, snakemake.input, snakemake.output) From 84de226cb01a59945ab3505ad20fce62a492fa79 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Thu, 11 Apr 2024 09:43:46 +0200 Subject: [PATCH 062/270] Add documentation section for how to contribute documentation --- doc/contributing.rst | 13 +++++++++++++ doc/release_notes.rst | 2 ++ 2 files changed, 15 insertions(+) diff --git a/doc/contributing.rst b/doc/contributing.rst index 0bf969b6e..2d0253826 100644 --- a/doc/contributing.rst +++ b/doc/contributing.rst @@ -35,3 +35,16 @@ including our own are reviewed by a second person before they are incorporated i If you are unfamiliar with pull requests, the GitHub help pages have a nice `guide `_. To ask and answer general usage questions, join the `PyPSA mailing list `_. + +Contributing to the documentation +==================================== + +We strive to keep documentation useful and up to date for all PyPSA users. If you encounter an area where documentation is not available or insufficient, we very much welcome your contribution. Here is How To: + +#. Install the conda environment for documentation from the `PyPSA repository `_. + (Here is `how to install a conda environment `_.) +#. Make your changes in the corresponding .rst file under ``pypsa-eur/doc``. +#. Compile your changes by running the following command in your terminal in the ``doc`` folder: ``make html`` + You may encounter some warnings, but end up with a message such as ``build succeeded, XX warnings.``. html files to review your changes can then be found under ``doc/_build/html``. +#. Contribute your documentation in a pull request (`here is a guide `_). + \ No newline at end of file diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b782a6dfa..c50999436 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -176,6 +176,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Add documentation section for how to contribute documentation + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From 73971199d2f6416f219281b1823ecf39784ebffd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 11 Apr 2024 07:46:20 +0000 Subject: [PATCH 063/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/contributing.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/contributing.rst b/doc/contributing.rst index 2d0253826..52dc8280b 100644 --- a/doc/contributing.rst +++ b/doc/contributing.rst @@ -47,4 +47,4 @@ We strive to keep documentation useful and up to date for all PyPSA users. If yo #. Compile your changes by running the following command in your terminal in the ``doc`` folder: ``make html`` You may encounter some warnings, but end up with a message such as ``build succeeded, XX warnings.``. html files to review your changes can then be found under ``doc/_build/html``. #. Contribute your documentation in a pull request (`here is a guide `_). - \ No newline at end of file + From 509f7e614fbdef6143a717f5aa2e38eec249e86d Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 11 Apr 2024 10:29:30 +0200 Subject: [PATCH 064/270] Clarify suffix usage in add existing baseyear --- doc/release_notes.rst | 2 ++ scripts/add_existing_baseyear.py | 27 ++++++++----------------- scripts/build_industry_sector_ratios.py | 2 +- 3 files changed, 11 insertions(+), 20 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..a1bff4b59 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Clarify suffix usage in `add_existing_baseyear`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f445efe34..c57b3fdc4 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -152,7 +152,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas technology_to_drop = ["Pv", "Storage Technologies"] - # drop unused fueltyps and technologies + # drop unused fueltypes and technologies df_agg.drop(df_agg.index[df_agg.Fueltype.isin(fueltype_to_drop)], inplace=True) df_agg.drop(df_agg.index[df_agg.Technology.isin(technology_to_drop)], inplace=True) df_agg.Fueltype = df_agg.Fueltype.map(rename_fuel) @@ -230,6 +230,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas ] suffix = "-ac" if generator == "offwind" else "" name_suffix = f" {generator}{suffix}-{grouping_year}" + name_suffix_by = f" {generator}{suffix}-{baseyear}" asset_i = capacity.index + name_suffix if generator in ["solar", "onwind", "offwind"]: # to consider electricity grid connection costs or a split between @@ -259,21 +260,11 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas # for offshore the splitting only includes coastal regions inv_ind = [ - i - for i in inv_ind - if (i + name_suffix) - in n.generators.index.str.replace( - str(baseyear), str(grouping_year) - ) + i for i in inv_ind if (i + name_suffix_by) in n.generators.index ] - p_max_pu = n.generators_t.p_max_pu[ - [i + name_suffix for i in inv_ind] - ] - p_max_pu.columns = [ - i + name_suffix.replace(str(grouping_year), str(baseyear)) - for i in inv_ind - ] + p_max_pu = n.generators_t.p_max_pu[[i + name_suffix_by for i in inv_ind]] + p_max_pu.columns = [i + name_suffix for i in inv_ind] n.madd( "Generator", @@ -291,15 +282,13 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas ) else: - p_max_pu = n.generators_t.p_max_pu[ - capacity.index + f" {generator}{suffix}-{baseyear}" - ] + p_max_pu = n.generators_t.p_max_pu[capacity.index + name_suffix_by] if not new_build.empty: n.madd( "Generator", new_capacity.index, - suffix=" " + name_suffix, + suffix=name_suffix, bus=new_capacity.index, carrier=generator, p_nom=new_capacity, @@ -412,7 +401,7 @@ def add_heating_capacities_installed_before_baseyear( linear decommissioning of heating capacities from 2020 to 2045 is currently assumed heating capacities split between residential and services proportional to heating load in both 50% capacities - in rural busess 50% in urban buses + in rural buses 50% in urban buses """ logger.debug(f"Adding heating capacities installed before {baseyear}") diff --git a/scripts/build_industry_sector_ratios.py b/scripts/build_industry_sector_ratios.py index 52e83f603..87c80c0de 100644 --- a/scripts/build_industry_sector_ratios.py +++ b/scripts/build_industry_sector_ratios.py @@ -313,7 +313,7 @@ def chemicals_industry(): df.loc["methane", sector] += s_fec["Natural gas"] # LPG and other feedstock materials are assimilated to naphtha - # since they will be produced through Fischer-Tropsh process + # since they will be produced through Fischer-Tropsch process sel = [ "Solids", "Refinery gas", From 590d3635790222ddddefc388a59547b4db64d02c Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 11 Apr 2024 12:13:07 +0200 Subject: [PATCH 065/270] clustering: add docstring to cluster_regions function, fix network reference --- scripts/cluster_network.py | 35 ++++++++++++++++++++++++----------- scripts/simplify_network.py | 2 +- 2 files changed, 25 insertions(+), 12 deletions(-) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 7a4976262..a18a20799 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -428,7 +428,20 @@ def clustering_for_n_clusters( return clustering -def cluster_regions(busmaps, which, input=None, output=None): +def cluster_regions(n, busmaps, which, input=None, output=None): + """ + Cluster regions based on busmaps and save the results to a file and to the + network. + + Parameters: + - busmaps (list): A list of busmaps used for clustering. + - which (str): The type of regions to cluster. + - input (str, optional): The input file path. Defaults to None. + - output (str, optional): The output file path. Defaults to None. + + Returns: + None + """ busmap = reduce(lambda x, y: x.map(y), busmaps[1:], busmaps[0]) regions = gpd.read_file(getattr(input, which)) @@ -438,7 +451,7 @@ def cluster_regions(busmaps, which, input=None, output=None): regions_c = regions_c.reset_index() regions_c.to_file(getattr(output, which)) - # remove old regions + # remove original regions remove = n.shapes.query("component == 'Bus' and type == @which").index n.mremove("Shape", remove) @@ -456,8 +469,8 @@ def cluster_regions(busmaps, which, input=None, output=None): ) -def plot_busmap_for_n_clusters(n, n_clusters, fn=None): - busmap = busmap_for_n_clusters(n, n_clusters) +def plot_busmap_for_n_clusters(n, n_clusters, solver_name="scip", fn=None): + busmap = busmap_for_n_clusters(n, n_clusters, solver_name) cs = busmap.unique() cr = sns.color_palette("hls", len(cs)) n.plot(bus_colors=busmap.map(dict(zip(cs, cr)))) @@ -554,17 +567,15 @@ def plot_busmap_for_n_clusters(n, n_clusters, fn=None): params.focus_weights, ) - update_p_nom_max(clustering.network) + nc = clustering.network + update_p_nom_max(nc) if params.cluster_network.get("consider_efficiency_classes"): labels = [f" {label} efficiency" for label in ["low", "medium", "high"]] - nc = clustering.network nc.generators["carrier"] = nc.generators.carrier.replace(labels, "", regex=True) - clustering.network.meta = dict( - snakemake.config, **dict(wildcards=dict(snakemake.wildcards)) - ) - clustering.network.export_to_netcdf(snakemake.output.network) + nc.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) + nc.export_to_netcdf(snakemake.output.network) for attr in ( "busmap", "linemap", @@ -572,4 +583,6 @@ def plot_busmap_for_n_clusters(n, n_clusters, fn=None): getattr(clustering, attr).to_csv(snakemake.output[attr]) for which in ["regions_onshore", "regions_offshore"]: - cluster_regions((clustering.busmap,), which, snakemake.input, snakemake.output) + cluster_regions( + nc, (clustering.busmap,), which, snakemake.input, snakemake.output + ) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 6e4041920..7b8710a05 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -630,4 +630,4 @@ def cluster( busmap_s.to_csv(snakemake.output.busmap) for which in ["regions_onshore", "regions_offshore"]: - cluster_regions(busmaps, which, snakemake.input, snakemake.output) + cluster_regions(n, busmaps, which, snakemake.input, snakemake.output) From 859212b21ff83e35a414d6874e7abba6e492b947 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 11 Apr 2024 06:41:59 +0000 Subject: [PATCH 066/270] Use powerplantmatching IRENASTAT for add_existing_baseyear --- config/config.default.yaml | 1 - .../offwind_capacity_IRENA.csv | 34 ------ .../onwind_capacity_IRENA.csv | 34 ------ .../solar_capacity_IRENA.csv | 34 ------ doc/configtables/enable.csv | 1 - doc/retrieve.rst | 5 - rules/retrieve.smk | 18 --- rules/solve_myopic.smk | 3 - rules/solve_perfect.smk | 3 - scripts/add_existing_baseyear.py | 29 +++-- scripts/retrieve_irena.py | 108 ------------------ 11 files changed, 20 insertions(+), 250 deletions(-) delete mode 100644 data/existing_infrastructure/offwind_capacity_IRENA.csv delete mode 100644 data/existing_infrastructure/onwind_capacity_IRENA.csv delete mode 100644 data/existing_infrastructure/solar_capacity_IRENA.csv delete mode 100644 scripts/retrieve_irena.py diff --git a/config/config.default.yaml b/config/config.default.yaml index d438c51f7..94c911863 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -72,7 +72,6 @@ enable: retrieve_sector_databundle: true retrieve_cost_data: true build_cutout: false - retrieve_irena: false retrieve_cutout: true build_natura_raster: false retrieve_natura_raster: true diff --git a/data/existing_infrastructure/offwind_capacity_IRENA.csv b/data/existing_infrastructure/offwind_capacity_IRENA.csv deleted file mode 100644 index d2a3f0f10..000000000 --- a/data/existing_infrastructure/offwind_capacity_IRENA.csv +++ /dev/null @@ -1,34 +0,0 @@ -Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022 -Albania,,,,,,,,,,,,,,,,,,,,,,, -Austria,,,,,,,,,,,,,,,,,,,,,,, -Belgium,,,,,,,,,,31.5,196.5,196.5,381.0,707.7,707.7,712.0,712.2,877.2,1185.9,1555.5,2261.8,2261.8,2261.8 -Bosnia Herzg,,,,,,,,,,,,,,,,,,,,,,, -Bulgaria,,,,,,,,,,,,,,,,,,,,,,, -Croatia,,,,,,,,,,,,,,,,,,,,,,, -Czechia,,,,,,,,,,,,,,,,,,,,,,, -Denmark,49.95,49.95,213.95,423.35,423.35,423.35,423.35,423.35,423.35,660.85,867.85,871.45,921.85,1271.05,1271.05,1271.05,1271.05,1263.8,1700.8,1700.8,1700.8,2305.6,2305.6 -Estonia,,,,,,,,,,,,,,,,,,,,,,, -Finland,,,,,,,,,24.0,24.0,26.3,26.3,26.3,26.3,26.3,32.0,32.0,72.7,72.7,73.0,73.0,73.0,73.0 -France,,,,,,,,,,,,,,,,,,2.0,2.0,2.0,2.0,2.0,482.0 -Germany,,,,,,,,,,35.0,80.0,188.0,268.0,508.0,994.0,3283.0,4132.0,5406.0,6393.0,7555.0,7787.0,7787.0,8129.0 -Greece,,,,,,,,,,,,,,,,,,,,,,, -Hungary,,,,,,,,,,,,,,,,,,,,,,, -Ireland,,,,,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2 -Italy,,,,,,,,,,,,,,,,,,,,,,,30.0 -Latvia,,,,,,,,,,,,,,,,,,,,,,, -Lithuania,,,,,,,,,,,,,,,,,,,,,,, -Luxembourg,,,,,,,,,,,,,,,,,,,,,,, -Montenegro,,,,,,,,,,,,,,,,,,,,,,, -Netherlands,,,,,,,108.0,108.0,228.0,228.0,228.0,228.0,228.0,228.0,228.0,357.0,957.0,957.0,957.0,957.0,2459.5,2459.5,2571.0 -North Macedonia,,,,,,,,,,,,,,,,,,,,,,, -Norway,,,,,,,,,,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,6.3,66.3 -Poland,,,,,,,,,,,,,,,,,,,,,,, -Portugal,,,,,,,,,,,,1.86,2.0,2.0,2.0,2.0,,,,,25.0,25.0,25.0 -Romania,,,,,,,,,,,,,,,,,,,,,,, -Serbia,,,,,,,,,,,,,,,,,,,,,,, -Slovakia,,,,,,,,,,,,,,,,,,,,,,, -Slovenia,,,,,,,,,,,,,,,,,,,,,,, -Spain,,,,,,,,,,,,,,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0 -Sweden,13.0,22.0,22.0,22.0,22.0,22.0,22.0,131.0,133.0,163.0,163.0,163.0,163.0,212.0,213.0,213.0,203.0,203.0,203.0,203.0,203.0,193.0,193.0 -Switzerland,,,,,,,,,,,,,,,,,,,,,,, -UK,4.0,4.0,4.0,64.0,124.0,214.0,304.0,394.0,596.2,951.0,1341.0,1838.0,2995.0,3696.0,4501.0,5093.0,5293.0,6988.0,8181.0,9888.0,10383.0,11255.0,13928.0 diff --git a/data/existing_infrastructure/onwind_capacity_IRENA.csv b/data/existing_infrastructure/onwind_capacity_IRENA.csv deleted file mode 100644 index cd5ac19c0..000000000 --- a/data/existing_infrastructure/onwind_capacity_IRENA.csv +++ /dev/null @@ -1,34 +0,0 @@ -Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022 -Albania,,,,,,,,,,,,,,,,,,,,,,, -Austria,50.0,67.0,109.0,322.0,581.0,825.22,968.27,991.16,991.97,1000.99,1015.83,1105.97,1337.15,1674.54,2110.28,2488.73,2730.0,2886.7,3132.71,3224.12,3225.98,3407.81,3735.81 -Belgium,14.0,26.0,31.0,67.0,96.0,167.0,212.0,276.0,324.0,576.5,715.5,872.5,985.9,1061.3,1225.0,1469.3,1621.6,1902.2,2119.0,2308.0,2410.9,2686.6,2989.6 -Bosnia Herzg,,,,,,,,,,,,0.3,0.3,0.3,0.3,0.3,0.3,0.3,51.0,87.0,87.0,135.0,135.0 -Bulgaria,,,,,1.0,8.0,27.0,30.0,114.0,333.0,488.0,541.0,677.0,683.0,699.0,699.0,699.0,698.39,698.92,703.12,702.8,704.38,704.38 -Croatia,,,,,6.0,6.0,17.0,17.0,17.0,70.0,79.0,130.0,180.0,254.0,339.0,418.0,483.0,576.1,586.3,646.3,801.3,986.9,1042.9 -Czechia,2.0,,6.4,10.6,16.5,22.0,43.5,113.8,150.0,193.0,213.0,213.0,258.0,262.0,278.0,281.0,282.0,308.21,316.2,339.41,339.42,339.41,339.41 -Denmark,2340.07,2447.2,2680.58,2696.57,2700.36,2704.49,2712.35,2700.86,2739.52,2821.24,2933.98,3080.53,3240.09,3547.87,3615.35,3805.92,3974.09,4225.15,4421.86,4409.74,4566.23,4715.24,4782.24 -Estonia,,,1.0,3.0,7.0,31.0,31.0,50.0,77.0,104.0,108.0,180.0,266.0,248.0,275.0,300.0,310.0,311.8,310.0,316.0,317.0,315.0,315.0 -Finland,38.0,39.0,43.0,52.0,82.0,82.0,86.0,110.0,119.0,123.0,170.7,172.7,230.7,420.7,600.7,973.0,1533.0,1971.3,1968.3,2211.0,2513.0,3184.0,5541.0 -France,38.0,66.0,138.0,218.0,358.0,690.0,1412.0,2223.0,3403.0,4582.0,5912.0,6758.02,7607.5,8155.96,9201.42,10298.18,11566.56,13497.35,14898.14,16424.85,17512.0,18737.98,20637.98 -Germany,6095.0,8754.0,12001.0,14381.0,16419.0,18248.0,20474.0,22116.0,22794.0,25697.0,26823.0,28524.0,30711.0,32969.0,37620.0,41297.0,45303.0,50174.0,52328.0,53187.0,54414.0,56046.0,58165.0 -Greece,226.0,270.0,287.0,371.0,470.0,491.0,749.0,846.0,1022.0,1171.0,1298.0,1640.0,1753.0,1809.0,1978.0,2091.0,2370.0,2624.0,2877.5,3589.0,4119.25,4649.13,4879.13 -Hungary,,1.0,1.0,3.0,3.0,17.0,33.0,61.0,134.0,203.0,293.0,331.0,325.0,329.0,329.0,329.0,329.0,329.0,329.0,323.0,323.0,324.0,324.0 -Ireland,116.5,122.9,134.8,210.3,311.2,468.1,651.3,715.3,917.1,1226.1,1365.2,1559.4,1679.15,1898.1,2258.05,2425.95,2776.45,3293.95,3648.65,4101.25,4281.5,4313.84,4593.84 -Italy,363.0,664.0,780.0,874.0,1127.0,1635.0,1902.0,2702.0,3525.0,4879.0,5794.0,6918.0,8102.0,8542.0,8683.0,9137.0,9384.0,9736.58,10230.25,10679.46,10870.62,11253.73,11749.73 -Latvia,2.0,2.0,22.0,26.0,26.0,26.0,26.0,26.0,28.0,29.0,30.0,36.0,59.0,65.89,68.92,68.17,69.91,77.11,78.17,78.07,78.07,77.13,136.13 -Lithuania,,,,,1.0,1.0,31.0,47.0,54.0,98.0,133.0,202.0,275.0,279.0,288.0,436.0,509.0,518.0,533.0,534.0,540.0,671.0,814.0 -Luxembourg,14.0,13.9,13.9,20.5,34.9,34.9,34.9,34.9,42.92,42.93,43.73,44.53,58.33,58.33,58.34,63.79,119.69,119.69,122.89,135.79,152.74,136.44,165.44 -Montenegro,,,,,,,,,,,,,,,,,,72.0,72.0,118.0,118.0,118.0,118.0 -Netherlands,447.0,486.0,672.0,905.0,1075.0,1224.0,1453.0,1641.0,1921.0,1994.0,2009.0,2088.0,2205.0,2485.0,2637.0,3033.84,3300.12,3245.0,3436.11,3527.16,4188.38,5309.87,6176.0 -North Macedonia,,,,,,,,,,,,,,,37.0,37.0,37.0,37.0,37.0,37.0,37.0,37.0,37.0 -Norway,13.0,13.0,97.0,97.0,152.0,265.0,284.0,348.0,395.0,420.7,422.7,509.7,702.7,815.7,856.7,864.7,880.7,1204.7,1707.7,2911.7,4027.7,5042.7,5067.7 -Poland,4.0,19.0,32.0,35.0,40.0,121.0,172.0,306.0,526.0,709.0,1108.0,1800.0,2564.0,3429.0,3836.0,4886.0,5747.0,5759.36,5766.08,5837.76,6298.25,6967.34,7987.34 -Portugal,83.0,125.0,190.0,268.0,553.0,1064.0,1681.0,2201.0,2857.0,3326.0,3796.0,4254.35,4409.55,4607.95,4854.56,4934.84,5124.1,5124.1,5172.36,5222.75,5097.26,5402.33,5430.33 -Romania,,,,,,1.0,1.0,3.0,5.0,15.0,389.0,988.0,1822.0,2773.0,3244.0,3130.0,3025.0,3029.8,3032.26,3037.52,3012.53,3014.96,3014.96 -Serbia,,,,,,,,,,,,,0.5,0.5,0.5,10.4,17.0,25.0,227.0,398.0,398.0,398.0,398.0 -Slovakia,,,,3.0,3.0,5.0,5.0,5.0,5.0,3.0,3.0,3.0,3.0,5.0,3.0,3.0,3.0,4.0,3.0,4.0,4.0,4.0,4.0 -Slovenia,,,,,,,,,,,,,2.0,2.0,3.0,3.0,3.0,3.3,3.3,3.3,3.3,3.33,3.33 -Spain,2206.0,3397.0,4891.0,5945.0,8317.0,9918.0,11722.0,14820.0,16555.0,19176.0,20693.0,21529.0,22789.0,22953.0,22920.0,22938.0,22985.0,23119.48,23400.06,25585.08,26814.19,27902.65,29302.84 -Sweden,196.0,273.0,335.0,395.0,453.0,500.0,563.0,692.0,956.0,1312.0,1854.0,2601.0,3443.0,3982.0,4875.0,5606.0,6232.0,6408.0,7097.0,8478.0,9773.0,11923.0,14364.0 -Switzerland,3.0,5.0,5.0,5.0,9.0,12.0,12.0,12.0,14.0,18.0,42.0,46.0,49.0,60.0,60.0,60.0,75.0,75.0,75.0,75.0,87.0,87.0,87.0 -UK,431.0,490.0,531.0,678.0,809.0,1351.0,1651.0,2083.0,2849.8,3468.0,4080.0,4758.0,6035.0,7586.0,8573.0,9212.0,10833.0,12597.0,13425.0,13999.0,14075.0,14492.0,14832.0 diff --git a/data/existing_infrastructure/solar_capacity_IRENA.csv b/data/existing_infrastructure/solar_capacity_IRENA.csv deleted file mode 100644 index 01683f8dc..000000000 --- a/data/existing_infrastructure/solar_capacity_IRENA.csv +++ /dev/null @@ -1,34 +0,0 @@ -Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022 -Albania,,0.1,0.2,0.2,0.2,0.2,0.2,0.2,0.2,0.3,0.4,0.56,0.68,0.76,0.87,1.05,1.0,1.0,1.0,14.0,21.0,23.0,28.6 -Austria,5.0,7.0,9.0,23.0,27.0,18.49,19.61,21.42,27.0,45.56,85.27,169.88,333.09,620.78,779.76,931.56,1089.53,1262.01,1447.94,1694.4,2034.74,2773.91,3538.91 -Belgium,,,1.0,1.0,1.0,2.0,2.0,20.0,62.0,386.0,1006.6,1978.6,2646.6,2901.6,3015.0,3131.6,3328.8,3620.6,4000.0,4636.6,5572.8,6012.4,6898.4 -Bosnia Herzg,,,,0.1,0.2,0.3,0.3,0.3,0.3,0.3,0.3,0.3,0.35,1.34,7.17,8.17,14.12,16.0,18.15,22.35,34.89,56.51,107.47 -Bulgaria,,,,,,,,0.03,0.1,2.0,25.0,154.0,921.99,1038.54,1028.92,1027.89,1029.89,1030.7,1033.06,1044.39,1100.21,1274.71,1948.36 -Croatia,,,,,,,,,,0.3,0.3,0.3,4.0,19.0,33.0,47.8,55.8,60.0,67.7,84.8,108.5,138.3,182.3 -Czechia,0.1,0.1,0.2,0.3,0.4,0.59,0.84,3.96,39.5,464.6,1727.0,1913.0,2022.0,2063.5,2067.4,2074.9,2067.9,2075.44,2081.05,2110.67,2171.96,2246.09,2627.09 -Denmark,1.0,1.0,2.0,2.0,2.0,3.0,3.0,3.0,3.0,5.0,7.0,17.0,402.0,571.0,607.0,782.11,850.95,906.35,998.0,1080.0,1304.29,1704.04,3122.04 -Estonia,,,,,,,,,,0.1,0.1,0.2,0.38,1.5,3.34,6.5,10.0,15.0,31.9,120.6,207.67,394.77,534.77 -Finland,2.0,3.0,3.0,3.0,4.0,4.0,5.0,5.0,6.0,6.0,7.0,7.0,8.0,9.0,11.0,17.0,39.0,82.0,140.0,222.0,318.0,425.0,590.6 -France,7.0,7.0,8.0,9.0,11.0,13.0,15.0,26.0,80.0,277.0,1044.0,3003.57,4358.75,5277.29,6034.42,7137.52,7702.08,8610.44,9638.88,10738.39,11812.2,14436.97,17036.97 -Germany,114.0,195.0,260.0,435.0,1105.0,2056.0,2899.0,4170.0,6120.0,10564.0,18004.0,25914.0,34075.0,36708.0,37898.0,39222.0,40677.0,42291.0,45156.0,48912.0,53669.0,59371.0,66662.0 -Greece,,1.0,1.0,1.0,1.0,1.0,5.0,9.0,12.0,46.0,202.0,612.0,1536.0,2579.0,2596.0,2604.0,2604.0,2605.53,2651.57,2833.79,3287.72,4277.42,5557.42 -Hungary,,,,,,,,0.4,1.0,1.0,2.0,4.0,12.0,35.0,89.0,172.0,235.0,344.0,728.0,1400.0,2131.0,2968.0,2988.0 -Ireland,,,,,,,,,,,,,,,,,,,,,,, -Italy,19.0,20.0,22.0,26.0,31.0,34.0,45.0,110.0,483.0,1264.0,3592.0,13131.0,16785.0,18185.0,18594.0,18901.0,19283.0,19682.29,20107.59,20865.28,21650.04,22594.26,25076.56 -Latvia,,,,,,,,,,,,,,,,,0.69,0.69,1.96,3.3,5.1,7.16,56.16 -Lithuania,,,,,,,,,0.1,0.1,0.1,0.3,7.0,68.0,69.0,69.0,70.0,70.08,72.0,73.0,80.0,84.0,397.0 -Luxembourg,,0.16,1.59,14.17,23.56,23.58,23.7,23.93,24.56,26.36,29.45,40.67,74.65,95.02,109.93,116.27,121.9,128.1,130.62,159.74,186.64,277.16,319.16 -Montenegro,,,,,,,,,,,,,,,,,,,,,2.57,2.57,22.2 -Netherlands,13.0,21.0,26.0,46.0,50.0,51.0,53.0,54.0,59.0,69.0,90.0,149.0,287.0,650.0,1007.0,1526.26,2135.02,2910.89,4608.0,7226.0,11108.43,14910.69,18848.69 -North Macedonia,,,,,,,,,,,,2.0,4.0,7.0,15.0,17.0,16.7,16.7,16.7,16.71,84.93,84.93,84.93 -Norway,6.0,6.0,6.0,7.0,7.0,7.0,8.0,8.0,8.3,8.7,9.1,9.5,10.0,11.0,13.0,15.0,26.7,44.9,53.11,102.53,141.53,186.53,302.53 -Poland,,,,,,,,,,,,1.11,1.3,2.39,27.15,107.78,187.25,287.09,561.98,1539.26,3954.96,7415.52,11166.52 -Portugal,1.0,1.0,1.0,2.0,2.0,2.0,3.0,24.0,59.0,115.0,134.0,169.6,235.6,293.6,412.6,441.75,493.05,539.42,617.85,832.74,1010.07,1474.78,2364.78 -Romania,,,,,,,,,0.1,0.1,0.1,1.0,41.0,761.0,1293.0,1326.0,1372.0,1374.13,1385.82,1397.71,1382.54,1393.92,1413.92 -Serbia,,,,,,0.1,0.2,0.4,0.9,1.2,1.3,1.5,3.1,4.7,6.0,9.0,11.0,10.0,11.0,11.0,11.5,11.94,11.94 -Slovakia,,,,,,,,,,,19.0,496.0,513.0,533.0,533.0,533.0,533.0,528.0,472.0,590.0,535.0,537.0,537.0 -Slovenia,1.0,1.0,,,,0.05,0.19,0.59,1.0,4.0,12.0,57.0,142.0,187.0,223.0,238.0,233.0,246.8,246.8,277.88,369.78,461.16,632.16 -Spain,1.0,3.0,6.0,10.0,19.0,37.0,113.0,476.0,3365.0,3403.0,3851.0,4260.0,4545.0,4665.0,4672.0,4677.0,4687.0,4696.0,4730.7,8772.02,10100.42,13678.4,18176.73 -Sweden,3.0,3.0,3.0,4.0,4.0,4.0,5.0,6.0,8.0,9.0,11.0,12.0,24.0,43.0,60.0,104.0,153.0,231.0,411.0,698.0,1090.0,1587.0,2587.0 -Switzerland,16.0,18.0,20.0,22.0,24.0,28.0,30.0,37.0,49.0,79.0,125.0,223.0,437.0,756.0,1061.0,1394.0,1664.0,1906.0,2173.0,2498.0,2973.0,3655.0,4339.92 -UK,2.0,3.0,4.0,6.0,8.0,11.0,14.0,18.0,23.0,27.0,95.0,1000.0,1753.0,2937.0,5528.0,9601.0,11914.0,12760.0,13059.0,13345.0,13579.0,13965.0,14660.0 diff --git a/doc/configtables/enable.csv b/doc/configtables/enable.csv index 1e5571b36..06397fdf4 100644 --- a/doc/configtables/enable.csv +++ b/doc/configtables/enable.csv @@ -5,7 +5,6 @@ retrieve_databundle,bool,"{true, false}","Switch to retrieve databundle from zen retrieve_sector_databundle,bool,"{true, false}","Switch to retrieve sector databundle from zenodo via the rule :mod:`retrieve_sector_databundle` or whether to keep a custom databundle located in the corresponding folder." retrieve_cost_data,bool,"{true, false}","Switch to retrieve technology cost data from `technology-data repository `_." build_cutout,bool,"{true, false}","Switch to enable the building of cutouts via the rule :mod:`build_cutout`." -retrieve_irena,bool,"{true, false}",Switch to enable the retrieval of ``existing_capacities`` from IRENASTAT with :mod:`retrieve_irena`. retrieve_cutout,bool,"{true, false}","Switch to enable the retrieval of cutouts from zenodo with :mod:`retrieve_cutout`." build_natura_raster,bool,"{true, false}","Switch to enable the creation of the raster ``natura.tiff`` via the rule :mod:`build_natura_raster`." retrieve_natura_raster,bool,"{true, false}","Switch to enable the retrieval of ``natura.tiff`` from zenodo with :mod:`retrieve_natura_raster`." diff --git a/doc/retrieve.rst b/doc/retrieve.rst index f9d6e2a7d..36163eae5 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -118,11 +118,6 @@ This rule downloads techno-economic assumptions from the `technology-data reposi - ``resources/costs.csv`` -Rule ``retrieve_irena`` -================================ - -.. automodule:: retrieve_irena - Rule ``retrieve_ship_raster`` ================================ diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4b2444834..d0345f36c 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -42,24 +42,6 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", "../scripts/retrieve_databundle.py" -if config["enable"].get("retrieve_irena"): - - rule retrieve_irena: - output: - offwind="data/existing_infrastructure/offwind_capacity_IRENA.csv", - onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv", - solar="data/existing_infrastructure/solar_capacity_IRENA.csv", - log: - "logs/retrieve_irena.log", - resources: - mem_mb=1000, - retries: 2 - conda: - "../envs/retrieve.yaml" - script: - "../scripts/retrieve_irena.py" - - if config["enable"]["retrieve"] and config["enable"].get("retrieve_cutout", True): rule retrieve_cutout: diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index fe291c6d2..6220af2a8 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -26,9 +26,6 @@ rule add_existing_baseyear: existing_heating_distribution=resources( "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv" ), - existing_solar="data/existing_infrastructure/solar_capacity_IRENA.csv", - existing_onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv", - existing_offwind="data/existing_infrastructure/offwind_capacity_IRENA.csv", output: RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 70acc8306..51cb39207 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -25,9 +25,6 @@ rule add_existing_baseyear: "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv" ), existing_heating="data/existing_infrastructure/existing_heating_raw.csv", - existing_solar="data/existing_infrastructure/solar_capacity_IRENA.csv", - existing_onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv", - existing_offwind="data/existing_infrastructure/offwind_capacity_IRENA.csv", output: RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f445efe34..19eea8a5a 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -13,6 +13,7 @@ import country_converter as coco import numpy as np import pandas as pd +import powerplantmatching as pm import pypsa import xarray as xr from _helpers import ( @@ -60,14 +61,22 @@ def add_existing_renewables(df_agg, costs): Append existing renewables to the df_agg pd.DataFrame with the conventional power plants. """ - carriers = {"solar": "solar", "onwind": "onwind", "offwind": "offwind-ac"} + tech_map = {"solar": "PV", "onwind": "Onshore", "offwind": "Offshore"} - for tech in ["solar", "onwind", "offwind"]: - carrier = carriers[tech] + countries = snakemake.config["countries"] + irena = pm.data.IRENASTAT().powerplant.convert_country_to_alpha2() + irena = irena.query("Country in @countries") + irena = irena.groupby(["Technology", "Country", "Year"]).Capacity.sum() - df = pd.read_csv(snakemake.input[f"existing_{tech}"], index_col=0).fillna(0.0) + irena = irena.unstack().reset_index() + + for carrier, tech in tech_map.items(): + df = ( + irena[irena.Technology.str.contains(tech)] + .drop(columns=["Technology"]) + .set_index("Country") + ) df.columns = df.columns.astype(int) - df.index = cc.convert(df.index, to="iso2") # calculate yearly differences df.insert(loc=0, value=0.0, column="1999") @@ -97,14 +106,16 @@ def add_existing_renewables(df_agg, costs): for year in nodal_df.columns: for node in nodal_df.index: - name = f"{node}-{tech}-{year}" + name = f"{node}-{carrier}-{year}" capacity = nodal_df.loc[node, year] if capacity > 0.0: - df_agg.at[name, "Fueltype"] = tech + df_agg.at[name, "Fueltype"] = carrier df_agg.at[name, "Capacity"] = capacity df_agg.at[name, "DateIn"] = year - df_agg.at[name, "lifetime"] = costs.at[tech, "lifetime"] - df_agg.at[name, "DateOut"] = year + costs.at[tech, "lifetime"] - 1 + df_agg.at[name, "lifetime"] = costs.at[carrier, "lifetime"] + df_agg.at[name, "DateOut"] = ( + year + costs.at[carrier, "lifetime"] - 1 + ) df_agg.at[name, "cluster_bus"] = node diff --git a/scripts/retrieve_irena.py b/scripts/retrieve_irena.py deleted file mode 100644 index 04e48db1e..000000000 --- a/scripts/retrieve_irena.py +++ /dev/null @@ -1,108 +0,0 @@ -# -*- coding: utf-8 -*- -# Copyright 2023 Thomas Gilon (Climact) -# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -This rule downloads the existing capacities from `IRENASTAT `_ and extracts it in the ``data/existing_capacities`` sub-directory. - -**Relevant Settings** - -.. code:: yaml - - enable: - retrieve_irena: - -.. seealso:: - Documentation of the configuration file ``config.yaml`` at - :ref:`enable_cf` - -**Outputs** - -- ``data/existing_capacities``: existing capacities for offwind, onwind and solar - -""" - -import logging - -import pandas as pd -from _helpers import configure_logging, set_scenario_config - -logger = logging.getLogger(__name__) - -REGIONS = [ - "Albania", - "Austria", - "Belgium", - "Bosnia and Herzegovina", - "Bulgaria", - "Croatia", - "Czechia", - "Denmark", - "Estonia", - "Finland", - "France", - "Germany", - "Greece", - "Hungary", - "Ireland", - "Italy", - "Latvia", - "Lithuania", - "Luxembourg", - "Montenegro", - # "Netherlands", - "Netherlands (Kingdom of the)", - "North Macedonia", - "Norway", - "Poland", - "Portugal", - "Romania", - "Serbia", - "Slovakia", - "Slovenia", - "Spain", - "Sweden", - "Switzerland", - # "United Kingdom", - "United Kingdom of Great Britain and Northern Ireland (the)", -] - -REGIONS_DICT = { - "Bosnia and Herzegovina": "Bosnia Herzg", - "Netherlands (Kingdom of the)": "Netherlands", - "United Kingdom of Great Britain and Northern Ireland (the)": "UK", -} - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake("retrieve_irena") - configure_logging(snakemake) - set_scenario_config(snakemake) - - irena_raw = pd.read_csv( - "https://pxweb.irena.org:443/sq/99e64b12-fe03-4a7b-92ea-a22cc3713b92", - skiprows=2, - index_col=[0, 1, 3], - encoding="latin-1", - ) - - var = "Installed electricity capacity (MW)" - irena = irena_raw[var].unstack(level=2).reset_index(level=1).replace(0, "") - - irena = irena[irena.index.isin(REGIONS)] - irena.rename(index=REGIONS_DICT, inplace=True) - - df_offwind = irena[irena.Technology.str.contains("Offshore")].drop( - columns=["Technology"] - ) - df_onwind = irena[irena.Technology.str.contains("Onshore")].drop( - columns=["Technology"] - ) - df_pv = irena[irena.Technology.str.contains("Solar")].drop(columns=["Technology"]) - - df_offwind.to_csv(snakemake.output["offwind"]) - df_onwind.to_csv(snakemake.output["onwind"]) - df_pv.to_csv(snakemake.output["solar"]) From 219847012d381c73c1479bf021cb36d05f797cc0 Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 11 Apr 2024 12:56:49 +0200 Subject: [PATCH 067/270] build_bus_regions: fix shapes index for correct alignment in madd cluster_regions: further modularize functions, fix index alignment --- scripts/build_bus_regions.py | 24 +++++++++--------- scripts/cluster_network.py | 48 +++++++++++++++++++++--------------- 2 files changed, 40 insertions(+), 32 deletions(-) diff --git a/scripts/build_bus_regions.py b/scripts/build_bus_regions.py index d26e6ba6d..d0225797e 100644 --- a/scripts/build_bus_regions.py +++ b/scripts/build_bus_regions.py @@ -173,31 +173,31 @@ def voronoi_partition_pts(points, outline): offshore_regions_c = offshore_regions_c.loc[offshore_regions_c.area > 1e-2] offshore_regions.append(offshore_regions_c) - gdf = pd.concat(onshore_regions, ignore_index=True) - gdf.to_file(snakemake.output.regions_onshore) + shapes = pd.concat(onshore_regions, ignore_index=True) + shapes.to_file(snakemake.output.regions_onshore) offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - index = gdf.index.astype(int) + offset + shapes.index = shapes.index.astype(int) + offset n.madd( "Shape", - index, - geometry=gdf.geometry, - idx=index, + shapes.index, + geometry=shapes.geometry, + idx=shapes.name, component="Bus", type="onshore", ) if offshore_regions: - gdf = pd.concat(offshore_regions, ignore_index=True) - gdf.to_file(snakemake.output.regions_offshore) + shapes = pd.concat(offshore_regions, ignore_index=True) + shapes.to_file(snakemake.output.regions_offshore) offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - index = gdf.index.astype(int) + offset + shapes.index = shapes.index.astype(int) + offset n.madd( "Shape", - index, - geometry=gdf.geometry, - idx=index, + shapes.index, + geometry=shapes.geometry, + idx=shapes.name, component="Bus", type="offshore", ) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index a18a20799..9dd0226d8 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -428,7 +428,7 @@ def clustering_for_n_clusters( return clustering -def cluster_regions(n, busmaps, which, input=None, output=None): +def cluster_regions(busmaps, regions): """ Cluster regions based on busmaps and save the results to a file and to the network. @@ -436,36 +436,41 @@ def cluster_regions(n, busmaps, which, input=None, output=None): Parameters: - busmaps (list): A list of busmaps used for clustering. - which (str): The type of regions to cluster. - - input (str, optional): The input file path. Defaults to None. - - output (str, optional): The output file path. Defaults to None. Returns: None """ busmap = reduce(lambda x, y: x.map(y), busmaps[1:], busmaps[0]) - - regions = gpd.read_file(getattr(input, which)) regions = regions.reindex(columns=["name", "geometry"]).set_index("name") regions_c = regions.dissolve(busmap) regions_c.index.name = "name" - regions_c = regions_c.reset_index() - regions_c.to_file(getattr(output, which)) + return regions_c.reset_index() + + +def append_bus_shapes(n, shapes, type): + """ + Append shapes to the network. - # remove original regions + Parameters: + n (pypsa.Network): The network to which the shapes will be appended. + shapes (geopandas.GeoDataFrame): The shapes to be appended. + **kwargs: Additional keyword arguments used in `n.madd`. + + Returns: + None + """ remove = n.shapes.query("component == 'Bus' and type == @which").index n.mremove("Shape", remove) - # add new clustered regions offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - index = regions_c.index.astype(int) + offset - type = which.split("_")[1] + shapes.index = shapes.index.astype(int) + offset n.madd( "Shape", - index, - geometry=regions_c.geometry, - idx=index, + shapes.index, + geometry=shapes.geometry, + idx=shapes.name, component="Bus", - type="which", + type=type, ) @@ -574,15 +579,18 @@ def plot_busmap_for_n_clusters(n, n_clusters, solver_name="scip", fn=None): labels = [f" {label} efficiency" for label in ["low", "medium", "high"]] nc.generators["carrier"] = nc.generators.carrier.replace(labels, "", regex=True) - nc.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) - nc.export_to_netcdf(snakemake.output.network) for attr in ( "busmap", "linemap", ): # also available: linemap_positive, linemap_negative getattr(clustering, attr).to_csv(snakemake.output[attr]) + nc.shapes = n.shapes.copy() for which in ["regions_onshore", "regions_offshore"]: - cluster_regions( - nc, (clustering.busmap,), which, snakemake.input, snakemake.output - ) + regions = gpd.read_file(snakemake.input[which]) + clustered_regions = cluster_regions((clustering.busmap,), regions) + append_bus_shapes(nc, clustered_regions, type=which.split("_")[1]) + clustered_regions.to_file(snakemake.output[which]) + + nc.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) + nc.export_to_netcdf(snakemake.output.network) From 6d9728aed6218950373a496bdf6dbdc524bfb3be Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 11 Apr 2024 13:02:28 +0200 Subject: [PATCH 068/270] Add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..d7e154b75 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From 6965ce31ccca19b88ded25b0102973b87b333b9f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 11 Apr 2024 11:05:35 +0000 Subject: [PATCH 069/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d7e154b75..b37d3c4dd 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,7 +181,7 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. -* Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. +* Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From f1b33992f7adc8941e668d61eb30dbf4e46d233d Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 11 Apr 2024 13:27:52 +0200 Subject: [PATCH 070/270] move append_bus_shapes to build_bus_regions, apply it where possible --- scripts/build_bus_regions.py | 58 ++++++++++++++++++++++-------------- scripts/cluster_network.py | 30 ++----------------- scripts/simplify_network.py | 15 +++++++--- 3 files changed, 48 insertions(+), 55 deletions(-) diff --git a/scripts/build_bus_regions.py b/scripts/build_bus_regions.py index d0225797e..05a7729ef 100644 --- a/scripts/build_bus_regions.py +++ b/scripts/build_bus_regions.py @@ -109,6 +109,34 @@ def voronoi_partition_pts(points, outline): return polygons +def append_bus_shapes(n, shapes, type): + """ + Append shapes to the network. If shapes with the same component and type + already exist, they will be removed. + + Parameters: + n (pypsa.Network): The network to which the shapes will be appended. + shapes (geopandas.GeoDataFrame): The shapes to be appended. + **kwargs: Additional keyword arguments used in `n.madd`. + + Returns: + None + """ + remove = n.shapes.query("component == 'Bus' and type == @type").index + n.mremove("Shape", remove) + + offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 + shapes = shapes.rename(lambda x: int(x) + offset) + n.madd( + "Shape", + shapes.index, + geometry=shapes.geometry, + idx=shapes.name, + component="Bus", + type=type, + ) + + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -119,7 +147,8 @@ def voronoi_partition_pts(points, outline): countries = snakemake.params.countries - n = pypsa.Network(snakemake.input.base_network) + base_network = snakemake.input.base_network + n = pypsa.Network(base_network) country_shapes = gpd.read_file(snakemake.input.country_shapes).set_index("name")[ "geometry" @@ -175,32 +204,15 @@ def voronoi_partition_pts(points, outline): shapes = pd.concat(onshore_regions, ignore_index=True) shapes.to_file(snakemake.output.regions_onshore) - - offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - shapes.index = shapes.index.astype(int) + offset - n.madd( - "Shape", - shapes.index, - geometry=shapes.geometry, - idx=shapes.name, - component="Bus", - type="onshore", - ) + append_bus_shapes(n, shapes, "onshore") if offshore_regions: shapes = pd.concat(offshore_regions, ignore_index=True) shapes.to_file(snakemake.output.regions_offshore) - - offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - shapes.index = shapes.index.astype(int) + offset - n.madd( - "Shape", - shapes.index, - geometry=shapes.geometry, - idx=shapes.name, - component="Bus", - type="offshore", - ) + append_bus_shapes(n, shapes, "offshore") else: offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore) + + # save network with shapes + n.export_to_netcdf(base_network) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 9dd0226d8..f58e5f8ba 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -135,6 +135,7 @@ import seaborn as sns from _helpers import configure_logging, set_scenario_config, update_p_nom_max from add_electricity import load_costs +from build_bus_regions import append_bus_shapes from packaging.version import Version, parse from pypsa.clustering.spatial import ( busmap_by_greedy_modularity, @@ -447,33 +448,6 @@ def cluster_regions(busmaps, regions): return regions_c.reset_index() -def append_bus_shapes(n, shapes, type): - """ - Append shapes to the network. - - Parameters: - n (pypsa.Network): The network to which the shapes will be appended. - shapes (geopandas.GeoDataFrame): The shapes to be appended. - **kwargs: Additional keyword arguments used in `n.madd`. - - Returns: - None - """ - remove = n.shapes.query("component == 'Bus' and type == @which").index - n.mremove("Shape", remove) - - offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - shapes.index = shapes.index.astype(int) + offset - n.madd( - "Shape", - shapes.index, - geometry=shapes.geometry, - idx=shapes.name, - component="Bus", - type=type, - ) - - def plot_busmap_for_n_clusters(n, n_clusters, solver_name="scip", fn=None): busmap = busmap_for_n_clusters(n, n_clusters, solver_name) cs = busmap.unique() @@ -589,8 +563,8 @@ def plot_busmap_for_n_clusters(n, n_clusters, solver_name="scip", fn=None): for which in ["regions_onshore", "regions_offshore"]: regions = gpd.read_file(snakemake.input[which]) clustered_regions = cluster_regions((clustering.busmap,), regions) - append_bus_shapes(nc, clustered_regions, type=which.split("_")[1]) clustered_regions.to_file(snakemake.output[which]) + append_bus_shapes(nc, clustered_regions, type=which.split("_")[1]) nc.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) nc.export_to_netcdf(snakemake.output.network) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 7b8710a05..f129945ca 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -88,12 +88,14 @@ import logging from functools import reduce +import geopandas as gpd import numpy as np import pandas as pd import pypsa import scipy as sp from _helpers import configure_logging, set_scenario_config, update_p_nom_max from add_electricity import load_costs +from build_bus_regions import append_bus_shapes from cluster_network import cluster_regions, clustering_for_n_clusters from pypsa.clustering.spatial import ( aggregateoneport, @@ -610,6 +612,7 @@ def cluster( n.lines.drop(remove, axis=1, errors="ignore", inplace=True) if snakemake.wildcards.simpl: + shapes = n.shapes n, cluster_map = cluster( n, int(snakemake.wildcards.simpl), @@ -619,15 +622,19 @@ def cluster( params.simplify_network["feature"], params.aggregation_strategies, ) + n.shapes = shapes busmaps.append(cluster_map) update_p_nom_max(n) - n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) - n.export_to_netcdf(snakemake.output.network) - busmap_s = reduce(lambda x, y: x.map(y), busmaps[1:], busmaps[0]) busmap_s.to_csv(snakemake.output.busmap) for which in ["regions_onshore", "regions_offshore"]: - cluster_regions(n, busmaps, which, snakemake.input, snakemake.output) + regions = gpd.read_file(snakemake.input[which]) + clustered_regions = cluster_regions(busmaps, regions) + clustered_regions.to_file(snakemake.output[which]) + append_bus_shapes(n, clustered_regions, type=which.split("_")[1]) + + n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) + n.export_to_netcdf(snakemake.output.network) From 7c30a2835fbe0f8435ca38b38c45a155bc3554c8 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Thu, 14 Mar 2024 13:44:15 +0100 Subject: [PATCH 071/270] group existing capacities to the earlier grouping_year for consistency with optimized capacities --- config/config.default.yaml | 2 +- doc/release_notes.rst | 1 + scripts/add_existing_baseyear.py | 20 ++++++++++++-------- 3 files changed, 14 insertions(+), 9 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d438c51f7..0d40bafc9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -361,7 +361,7 @@ solar_thermal: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities existing_capacities: grouping_years_power: [1960, 1965, 1970, 1975, 1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] - grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2019] # these should not extend 2020 + grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020] # heat grouping years >= baseyear will be ignored threshold_capacity: 10 default_heating_lifetime: 20 conventional_carriers: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..cdad3fa0f 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,7 @@ Release Notes Upcoming Release ================ +* Group existing capacities to the earlier grouping_year for consistency with optimized capacities * Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f445efe34..75d83e385 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -190,8 +190,8 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas df_agg.drop(phased_out, inplace=True) df_agg["grouping_year"] = np.take( - grouping_years, np.digitize(df_agg.DateIn, grouping_years, right=True) - ) + grouping_years[::-1], + np.digitize(df_agg.DateIn, grouping_years[::-1])) # calculate (adjusted) remaining lifetime before phase-out (+1 because assuming # phase out date at the end of the year) @@ -444,12 +444,16 @@ def add_heating_capacities_installed_before_baseyear( else: efficiency = costs.at[costs_name, "efficiency"] - for i, grouping_year in enumerate(grouping_years): - if int(grouping_year) + default_lifetime <= int(baseyear): - continue - - # installation is assumed to be linear for the past default_lifetime years - ratio = (int(grouping_year) - int(grouping_years[i - 1])) / default_lifetime + valid_grouping_years = pd.Series( + [int(gy) for gy in grouping_years if + int(baseyear) - default_lifetime <= int(gy) < int(baseyear)]) + # Installation is assumed to be linear for the past + _intervals = pd.concat( + [valid_grouping_years[1:], pd.Series(baseyear)], + ignore_index=True) - valid_grouping_years + ratios = _intervals / _intervals.sum() + + for ratio, grouping_year in zip(ratios, valid_grouping_years): n.madd( "Link", From 700b0e912a31c14e67db0ff4cc504590d7242448 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Thu, 14 Mar 2024 16:13:40 +0100 Subject: [PATCH 072/270] add more grouping years to avoid errors --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0d40bafc9..42132f226 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -360,7 +360,7 @@ solar_thermal: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities existing_capacities: - grouping_years_power: [1960, 1965, 1970, 1975, 1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] + grouping_years_power: [1895, 1920, 1950, 1955, 1960, 1965, 1970, 1975, 1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020] # heat grouping years >= baseyear will be ignored threshold_capacity: 10 default_heating_lifetime: 20 From 3a0e3563821b4f3cded77c28ce57f23223751e4c Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Thu, 11 Apr 2024 08:54:15 +0200 Subject: [PATCH 073/270] add check if minimum grouping year< min build year --- scripts/add_existing_baseyear.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 75d83e385..01870a26b 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -189,6 +189,15 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas phased_out = df_agg[df_agg["DateOut"] < baseyear].index df_agg.drop(phased_out, inplace=True) + older_assets = (df_agg.DateIn Date: Thu, 11 Apr 2024 09:26:30 +0200 Subject: [PATCH 074/270] adjust valid_grouping_years change sign, split up conditions for better readibility --- scripts/add_existing_baseyear.py | 20 ++++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 01870a26b..75375565b 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -454,14 +454,22 @@ def add_heating_capacities_installed_before_baseyear( efficiency = costs.at[costs_name, "efficiency"] valid_grouping_years = pd.Series( - [int(gy) for gy in grouping_years if - int(baseyear) - default_lifetime <= int(gy) < int(baseyear)]) + [ + int(grouping_year) + for grouping_year in grouping_years + if int(grouping_year) + default_lifetime > int(baseyear) + and int(grouping_year) < int(baseyear) + ] + ) # Installation is assumed to be linear for the past - _intervals = pd.concat( - [valid_grouping_years[1:], pd.Series(baseyear)], - ignore_index=True) - valid_grouping_years + _intervals = ( + pd.concat( + [valid_grouping_years[1:], pd.Series(baseyear)], ignore_index=True + ) + - valid_grouping_years + ) ratios = _intervals / _intervals.sum() - + for ratio, grouping_year in zip(ratios, valid_grouping_years): n.madd( From 7773f7c84ebbbbdd8dd9bd5e3b2f8e1ed6edbc7d Mon Sep 17 00:00:00 2001 From: Micha Date: Thu, 11 Apr 2024 09:37:36 +0200 Subject: [PATCH 075/270] Add release note for serendipitous bugfix --- doc/release_notes.rst | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index cdad3fa0f..079648d50 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,7 +9,9 @@ Release Notes Upcoming Release ================ -* Group existing capacities to the earlier grouping_year for consistency with optimized capacities +* Group existing capacities to the earlier grouping_year for consistency with optimized capacities. + +* bugfix: installed heating capacities were 5% lower than existing heating capacities * Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. From e9c9d08107967119539b3fa7202b3f670868d092 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Thu, 11 Apr 2024 09:52:17 +0200 Subject: [PATCH 076/270] rename _intervals to _years, shorten definition --- scripts/add_existing_baseyear.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 75375565b..d70afb485 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -461,14 +461,12 @@ def add_heating_capacities_installed_before_baseyear( and int(grouping_year) < int(baseyear) ] ) + + # get number of years of each interval + _years = (valid_grouping_years.diff().shift(-1) + .fillna(baseyear-valid_grouping_years.iloc[-1])) # Installation is assumed to be linear for the past - _intervals = ( - pd.concat( - [valid_grouping_years[1:], pd.Series(baseyear)], ignore_index=True - ) - - valid_grouping_years - ) - ratios = _intervals / _intervals.sum() + ratios = _years / _years.sum() for ratio, grouping_year in zip(ratios, valid_grouping_years): From a72388b989d1d667ec7e44d66f6c3b494b46d000 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Thu, 11 Apr 2024 13:54:33 +0200 Subject: [PATCH 077/270] define active assets consitently --- scripts/add_brownfield.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 7e49031b7..16b4e0870 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -40,8 +40,8 @@ def add_brownfield(n, n_p, year): # CO2 or global EU values since these are already in n n_p.mremove(c.name, c.df.index[c.df.lifetime == np.inf]) - # remove assets whose build_year + lifetime < year - n_p.mremove(c.name, c.df.index[c.df.build_year + c.df.lifetime < year]) + # remove assets whose build_year + lifetime <= year + n_p.mremove(c.name, c.df.index[c.df.build_year + c.df.lifetime <= year]) # remove assets if their optimized nominal capacity is lower than a threshold # since CHP heat Link is proportional to CHP electric Link, make sure threshold is compatible From f8b33e8eb28982b424e3637c96fa53f44bb2b8cb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 11 Apr 2024 12:21:43 +0000 Subject: [PATCH 078/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_existing_baseyear.py | 29 +++++++++++++++++------------ 1 file changed, 17 insertions(+), 12 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index d70afb485..8a8a78a4a 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -189,18 +189,20 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas phased_out = df_agg[df_agg["DateOut"] < baseyear].index df_agg.drop(phased_out, inplace=True) - older_assets = (df_agg.DateIn Date: Thu, 11 Apr 2024 15:37:54 +0200 Subject: [PATCH 079/270] Activate Sphinx automodules, add mock imports for missing pypsa-eur modules in environment used to build documentation --- doc/conf.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index afa01d3ab..c9f0b2567 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -34,10 +34,10 @@ # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ - #'sphinx.ext.autodoc', + 'sphinx.ext.autodoc', #'sphinx.ext.autosummary', "myst_parser", - "sphinx.ext.autosectionlabel", + # "sphinx.ext.autosectionlabel", "sphinx.ext.intersphinx", "sphinx.ext.todo", "sphinx.ext.mathjax", @@ -50,6 +50,8 @@ "sphinx.ext.imgconverter", # for SVG conversion ] +autodoc_mock_imports = ["atlite", "snakemake", "pycountry", "rioxarray", "country_converter", "tabula", "memory_profiler", "powerplantmatching", "rasterio", "dask.distributed"] + autodoc_default_flags = ["members"] autosummary_generate = True From 1c321b72cf57b0d24307cff96e3967d0bbcda2a1 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 11 Apr 2024 14:53:09 +0000 Subject: [PATCH 080/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/conf.py | 15 +++++++++++++-- doc/contributing.rst | 1 - 2 files changed, 13 insertions(+), 3 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index c9f0b2567..739c76635 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -34,7 +34,7 @@ # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ - 'sphinx.ext.autodoc', + "sphinx.ext.autodoc", #'sphinx.ext.autosummary', "myst_parser", # "sphinx.ext.autosectionlabel", @@ -50,7 +50,18 @@ "sphinx.ext.imgconverter", # for SVG conversion ] -autodoc_mock_imports = ["atlite", "snakemake", "pycountry", "rioxarray", "country_converter", "tabula", "memory_profiler", "powerplantmatching", "rasterio", "dask.distributed"] +autodoc_mock_imports = [ + "atlite", + "snakemake", + "pycountry", + "rioxarray", + "country_converter", + "tabula", + "memory_profiler", + "powerplantmatching", + "rasterio", + "dask.distributed", +] autodoc_default_flags = ["members"] autosummary_generate = True diff --git a/doc/contributing.rst b/doc/contributing.rst index 52dc8280b..22dfb4474 100644 --- a/doc/contributing.rst +++ b/doc/contributing.rst @@ -47,4 +47,3 @@ We strive to keep documentation useful and up to date for all PyPSA users. If yo #. Compile your changes by running the following command in your terminal in the ``doc`` folder: ``make html`` You may encounter some warnings, but end up with a message such as ``build succeeded, XX warnings.``. html files to review your changes can then be found under ``doc/_build/html``. #. Contribute your documentation in a pull request (`here is a guide `_). - From cb7061d6030d73e3d01b7f0c192c65263977d7b5 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Thu, 11 Apr 2024 15:55:11 +0200 Subject: [PATCH 081/270] Change all documentation links to be anonymous by adding double underscore suffix to avoid automatic target creation (which is triggered by single underscore suffix) --- doc/configuration.rst | 12 +- doc/costs.rst | 4 +- doc/foresight.rst | 4 +- doc/index.rst | 44 +++--- doc/installation.rst | 26 ++-- doc/introduction.rst | 14 +- doc/licenses.rst | 12 +- doc/limitations.rst | 2 +- doc/preparation.rst | 8 +- doc/release_notes.rst | 298 ++++++++++++++++++------------------- doc/retrieve.rst | 20 +-- doc/sector.rst | 11 +- doc/simplification.rst | 4 +- doc/spatial_resolution.rst | 14 +- doc/supply_demand.rst | 184 +++++++++++------------ doc/support.rst | 10 +- doc/tutorial.rst | 2 +- doc/validation.rst | 2 +- doc/wildcards.rst | 2 +- 19 files changed, 340 insertions(+), 333 deletions(-) diff --git a/doc/configuration.rst b/doc/configuration.rst index dae913801..d531ee66a 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -90,9 +90,9 @@ For each wildcard, a **list of values** is provided. The rule ``results/networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc`` for **all combinations** of the provided wildcard values as defined by Python's `itertools.product(...) -`_ function +`__ function that snakemake's `expand(...) function -`_ +`__ uses. An exemplary dependency graph (starting from the simplification rules) then looks like this: @@ -129,7 +129,7 @@ An exemplary dependency graph (starting from the simplification rules) then look ``snapshots`` ============= -Specifies the temporal range to build an energy system model for as arguments to `pandas.date_range `_ +Specifies the temporal range to build an energy system model for as arguments to `pandas.date_range `__ .. literalinclude:: ../config/config.default.yaml :language: yaml @@ -197,7 +197,7 @@ Switches for some rules and optional features. ``atlite`` ========== -Define and specify the ``atlite.Cutout`` used for calculating renewable potentials and time-series. All options except for ``features`` are directly used as `cutout parameters `_. +Define and specify the ``atlite.Cutout`` used for calculating renewable potentials and time-series. All options except for ``features`` are directly used as `cutout parameters `__. .. literalinclude:: ../config/config.default.yaml :language: yaml @@ -427,7 +427,7 @@ overwrite the existing values. :widths: 22,7,22,33 :file: configtables/biomass.csv -The list of available biomass is given by the category in `ENSPRESO_BIOMASS `_, namely: +The list of available biomass is given by the category in `ENSPRESO_BIOMASS `__, namely: - Agricultural waste - Manure solid, liquid @@ -564,7 +564,7 @@ The list of available biomass is given by the category in `ENSPRESO_BIOMASS `_ and then +`PyPSA/technology-data `__ and then saved to a file ``resources/costs_{year}.csv``. The ``config/config.yaml`` provides options to choose a reference year and use a specific version of the repository. @@ -30,7 +30,7 @@ years compiled from various sources, namely for - carbon-dioxide intensity. Many values are taken from a database published by the Danish Energy Agency (`DEA -`_). +`__). The given overnight capital costs are annualised to net present costs diff --git a/doc/foresight.rst b/doc/foresight.rst index c749c84c2..400f67cee 100644 --- a/doc/foresight.rst +++ b/doc/foresight.rst @@ -166,13 +166,13 @@ Options The total carbon budget for the entire transition path can be indicated in the `sector_opts -`_ +`__ in ``config/config.yaml``. The carbon budget can be split among the ``planning_horizons`` following an exponential or beta decay. E.g. ``'cb40ex0'`` splits a carbon budget equal to 40 Gt :math:`_{CO_2}` following an exponential decay whose initial linear growth rate r is zero. They can also follow some user-specified path, if defined `here -`_. +`__. The paper `Speed of technological transformations required in Europe to achieve different climate goals (2022) `__ defines CO_2 budgets corresponding to global temperature increases (1.5C – 2C) diff --git a/doc/index.rst b/doc/index.rst index acff820b4..07ee28d10 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -81,16 +81,16 @@ them: .. note:: You can find showcases of the model's capabilities in the Supplementary Materials of the Joule paper `The potential role of a hydrogen network in Europe - `_, the Supplementary Materials of another `paper in Joule with a + `__, the Supplementary Materials of another `paper in Joule with a description of the industry sector - `_, or in `a 2021 presentation - at EMP-E `_. + `__, or in `a 2021 presentation + at EMP-E `__. The sector-coupled extension of PyPSA-Eur was initially described in the paper `Synergies of sector coupling and transmission reinforcement in a cost-optimised, highly renewable European energy system - `_ (2018) but it differs by being based on the + `__ (2018) but it differs by being based on the higher resolution electricity transmission model `PyPSA-Eur - `_ rather than a one-node-per-country model, + `__ rather than a one-node-per-country model, and by including biomass, industry, industrial feedstocks, aviation, shipping, better carbon management, carbon capture and usage/sequestration, and gas networks. @@ -99,8 +99,8 @@ About ===== PyPSA-Eur is designed to be imported into the open energy system modelling -framework `PyPSA `_ for which `documentation -`_ is available as well. However, since the +framework `PyPSA `__ for which `documentation +`__ is available as well. However, since the workflow is modular, it should be easy to adapt the data workflow to other modelling frameworks. @@ -114,22 +114,22 @@ of the individual parts. PyPSA-Eur is under active development and has several :doc:`limitations` which you should understand before using the model. The Github repository - `issues `_ collect known + `issues `__ collect known topics we are working on. Please feel free to help or make suggestions. This project is currently maintained by the `Department of Digital -Transformation in Energy Systems `_ at the -`Technische Universität Berlin `_. Previous versions were -developed within the `IAI `_ at the `Karlsruhe Institute -of Technology (KIT) `_ which was funded by -the `Helmholtz Association `_, and by the +Transformation in Energy Systems `__ at the +`Technische Universität Berlin `__. Previous versions were +developed within the `IAI `__ at the `Karlsruhe Institute +of Technology (KIT) `__ which was funded by +the `Helmholtz Association `__, and by the `Renewable Energy Group -`_ -at `FIAS `_ to carry out simulations for the -`CoNDyNet project `_, financed by the `German Federal -Ministry for Education and Research (BMBF) `_ +`__ +at `FIAS `__ to carry out simulations for the +`CoNDyNet project `__, financed by the `German Federal +Ministry for Education and Research (BMBF) `__ as part of the `Stromnetze Research Initiative -`_. +`__. Workflow @@ -153,10 +153,10 @@ to reading this documentation. - Documentation of `PyPSA `__, the package for modelling energy systems which PyPSA-Eur uses under the hood. -- Course on `Energy Systems `_ given at - Technical University of Berlin by `Prof. Dr. Tom Brown `_. -- Course on `Data Science for Energy System Modelling `_ - given at Technical University of Berlin by `Dr. Fabian Neumann `_. +- Course on `Energy Systems `__ given at + Technical University of Berlin by `Prof. Dr. Tom Brown `__. +- Course on `Data Science for Energy System Modelling `__ + given at Technical University of Berlin by `Dr. Fabian Neumann `__. Citing PyPSA-Eur diff --git a/doc/installation.rst b/doc/installation.rst index fbabfd158..dd5c912e6 100644 --- a/doc/installation.rst +++ b/doc/installation.rst @@ -15,7 +15,7 @@ directory in which the commands following the ``%`` should be entered. Clone the Repository ==================== -First of all, clone the `PyPSA-Eur repository `_ using the version control system ``git`` in the command line. +First of all, clone the `PyPSA-Eur repository `__ using the version control system ``git`` in the command line. .. code:: bash @@ -30,11 +30,11 @@ Install Python Dependencies =============================== PyPSA-Eur relies on a set of other Python packages to function. -We recommend using the package manager `mamba `_ to install them and manage your environments. -For instructions for your operating system follow the ``mamba`` `installation guide `_. +We recommend using the package manager `mamba `__ to install them and manage your environments. +For instructions for your operating system follow the ``mamba`` `installation guide `__. You can also use ``conda`` equivalently. -The package requirements are curated in the `envs/environment.yaml `_ file. +The package requirements are curated in the `envs/environment.yaml `__ file. The environment can be installed and activated using .. code:: bash @@ -59,16 +59,16 @@ Install a Solver PyPSA passes the PyPSA-Eur network model to an external solver for performing the optimisation. PyPSA is known to work with the free software -- `HiGHS `_ -- `Cbc `_ -- `GLPK `_ (`WinGLKP `_) -- `Ipopt `_ +- `HiGHS `__ +- `Cbc `__ +- `GLPK `__ (`WinGLKP `__) +- `Ipopt `__ and the non-free, commercial software (for some of which free academic licenses are available) -- `Gurobi `_ -- `CPLEX `_ -- `FICO Xpress Solver `_ +- `Gurobi `__ +- `CPLEX `__ +- `FICO Xpress Solver `__ For installation instructions of these solvers for your operating system, follow the links above. Commercial solvers such as Gurobi and CPLEX currently significantly outperform open-source solvers for large-scale problems, and @@ -76,7 +76,7 @@ it might be the case that you can only retrieve solutions by using a commercial Nevertheless, you can still use open-source solvers for smaller problems. .. seealso:: - `Instructions how to install a solver in the documentation of PyPSA `_ + `Instructions how to install a solver in the documentation of PyPSA `__ .. note:: The rules :mod:`cluster_network` and :mod:`simplify_network` solve a mixed-integer quadratic optimisation problem for clustering. @@ -88,7 +88,7 @@ Nevertheless, you can still use open-source solvers for smaller problems. mamba activate pypsa-eur mamba install -c gurobi gurobi - Additionally, you need to setup your `Gurobi license `_. + Additionally, you need to setup your `Gurobi license `__. .. _defaultconfig: diff --git a/doc/introduction.rst b/doc/introduction.rst index d271391c8..7cfa0e43f 100644 --- a/doc/introduction.rst +++ b/doc/introduction.rst @@ -14,7 +14,7 @@ .. note:: - Find the introductory slides `here `_. + Find the introductory slides `here `__. .. warning:: The video only introduces the electricity-only part of PyPSA-Eur. @@ -23,7 +23,7 @@ Workflow ========= The generation of the model is controlled by the open workflow management system -`Snakemake `_. In a nutshell, the ``Snakefile`` +`Snakemake `__. In a nutshell, the ``Snakefile`` declares for each script in the ``scripts`` directory a rule which describes which files the scripts consume and produce (their corresponding input and output files). The ``snakemake`` tool then runs the scripts in the correct order @@ -54,9 +54,9 @@ preceding rules which another rule takes as input data. For the use of ``snakemake``, it makes sense to familiarize yourself quickly with the `basic tutorial -`_ and then +`__ and then read carefully through the documentation of the `command line interface -`_, noting the +`__, noting the arguments ``-j``, ``-c``, ``-f``, ``-F``, ``-n``, ``-r``, ``--dag`` and ``-t`` in particular. @@ -64,10 +64,10 @@ Scenarios, Configuration and Modification ========================================= It is easy to run PyPSA-Eur for multiple scenarios using the `wildcards feature -`_ +`__ of ``snakemake``. Wildcards allow to generalise a rule to produce all files that follow a `regular expression -`_ pattern, which defines +`__ pattern, which defines a particular scenario. One can think of a wildcard as a parameter that shows up in the input/output file names and thereby determines which rules to run, what data to retrieve and what files to produce. Details are explained in @@ -97,5 +97,5 @@ System Requirements Building the model with the scripts in this repository runs on a regular computer. But optimising for investment and operation decisions across many scenarios requires a strong interior-point solver -like `Gurobi `_ or `CPLEX `_ with more memory. +like `Gurobi `__ or `CPLEX `__ with more memory. Open-source solvers like `HiGHS ` can also be used for smaller problems. diff --git a/doc/licenses.rst b/doc/licenses.rst index 74640ea55..af531660e 100644 --- a/doc/licenses.rst +++ b/doc/licenses.rst @@ -10,12 +10,12 @@ Licenses PyPSA-Eur is released under multiple licenses: -* All original source code is licensed as free software under `MIT `_. -* The documentation is licensed under `CC-BY-4.0 `_. -* Configuration files are mostly licensed under `CC0-1.0 `_. -* Data files are licensed under `CC-BY-4.0 `_. +* All original source code is licensed as free software under `MIT `__. +* The documentation is licensed under `CC-BY-4.0 `__. +* Configuration files are mostly licensed under `CC0-1.0 `__. +* Data files are licensed under `CC-BY-4.0 `__. -See the individual files and the `dep5 <.reuse/dep5>`_ file for license details. +See the individual files and the `dep5 <.reuse/dep5>`__ file for license details. Additionally, different licenses and terms of use also apply to the various input data for both electricity-only and sector-coupled modelling exercises, @@ -26,7 +26,7 @@ Electricity Systems Databundle .. note:: More details are included in `the description of the - data bundles on zenodo `_. + data bundles on zenodo `__. .. csv-table:: :header-rows: 1 diff --git a/doc/limitations.rst b/doc/limitations.rst index 2aa8ecfe2..aeec5da68 100644 --- a/doc/limitations.rst +++ b/doc/limitations.rst @@ -19,7 +19,7 @@ improving the approximations. This list of limitations is incomplete and will be added to over time. .. seealso:: - See also the `GitHub repository issues `_. + See also the `GitHub repository issues `__. - **Electricity transmission network topology:** The grid data is based on a map of the ENTSO-E area that is known diff --git a/doc/preparation.rst b/doc/preparation.rst index bb55ba6bf..f608e031a 100644 --- a/doc/preparation.rst +++ b/doc/preparation.rst @@ -15,18 +15,18 @@ Instead we provide separate data bundles which can be obtained using the ``retrieve*`` rules (:ref:`data`). Having downloaded the necessary data, -- :mod:`build_shapes` generates GeoJSON files with shapes of the countries, exclusive economic zones and `NUTS3 `_ areas. -- :mod:`build_cutout` prepares smaller weather data portions from `ERA5 `_ for cutout ``europe-2013-era5`` and SARAH for cutout ``europe-2013-sarah``. +- :mod:`build_shapes` generates GeoJSON files with shapes of the countries, exclusive economic zones and `NUTS3 `__ areas. +- :mod:`build_cutout` prepares smaller weather data portions from `ERA5 `__ for cutout ``europe-2013-era5`` and SARAH for cutout ``europe-2013-sarah``. With these and the externally extracted ENTSO-E online map topology (``data/entsoegridkit``), it can build a base PyPSA network with the following rules: - :mod:`base_network` builds and stores the base network with all buses, HVAC lines and HVDC links, while -- :mod:`build_bus_regions` determines `Voronoi cells `_ for all substations. +- :mod:`build_bus_regions` determines `Voronoi cells `__ for all substations. Then the process continues by calculating conventional power plant capacities, potentials, and per-unit availability time series for variable renewable energy carriers and hydro power plants with the following rules: -- :mod:`build_powerplants` for today's thermal power plant capacities using `powerplantmatching `_ allocating these to the closest substation for each powerplant, +- :mod:`build_powerplants` for today's thermal power plant capacities using `powerplantmatching `__ allocating these to the closest substation for each powerplant, - :mod:`build_natura_raster` for rasterising NATURA2000 natural protection areas, - :mod:`build_ship_raster` for building shipping traffic density, - :mod:`build_renewable_profiles` for the hourly capacity factors and installation potentials constrained by land-use in each substation's Voronoi cell for PV, onshore and offshore wind, and diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c50999436..74ca724b9 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -51,20 +51,20 @@ Upcoming Release - Include time series of Swiss number of passenger vehicles from the `Swiss Federal Statistical Office - `_. + `__. - Updated hydro-electricity generation and capacity data from EIA. - The easiest way to sweep over multiple weather years is to use the new scenario management. An example for the necessary `create_scenarios.py` script can be found in this `Github gist - `_. + `__. * Removed rule ``copy_config``. Instead, a config file is created for each network output of the ``solve_*`` rules, with the same content as ``n.meta``. * Added new HVDC transmission projects from `TYNDP 2024 draft projects - `_. + `__. * Upgrade to Snakemake v8.5+. This version is the new minimum version required. To upgrade an existing environment, run ``conda install -c bioconda @@ -80,7 +80,7 @@ Upcoming Release * The Eurostat data was updated to the 2023 version in :mod:`build_energy_totals`. * The latest `Swiss energy totals - `_ + `__ have been updated to the 2023 version. * The JRC-IDEES data is only available until 2015. For energy totals years (``energy: energy_totals_year``) after @@ -269,10 +269,10 @@ PyPSA-Eur 0.10.0 (19th February 2024) * Default settings for recycling rates and primary product shares of high-value chemicals have been set in accordance with the values used in `Neumann et al. - (2023) `_ linearly interpolated + (2023) `__ linearly interpolated between 2020 and 2050. The recycling rates are based on data from `Agora Energiewende (2021) - `_. + `__. * Air-sourced heat pumps can now also be built in rural areas. Previously, only ground-sourced heat pumps were considered for this category @@ -390,7 +390,7 @@ PyPSA-Eur 0.10.0 (19th February 2024) (https://github.com/PyPSA/pypsa-eur/pull/861). Special thanks for this release to Koen van Greevenbroek (`@koen-vg -`_) for various new features, bugfixes and taking +`__) for various new features, bugfixes and taking care of deprecations. @@ -427,18 +427,18 @@ PyPSA-Eur 0.9.0 (5th January 2024) * Add locations, capacities and costs of existing gas storage using Global Energy Monitor's `Europe Gas Tracker - `_ + `__ (https://github.com/PyPSA/pypsa-eur/pull/835). * Add option to use `LUISA Base Map - `_ 50m land + `__ 50m land coverage dataset for land eligibility analysis in :mod:`build_renewable_profiles`. Settings are analogous to the CORINE dataset but with the key ``luisa:`` in the configuration file. To leverage the dataset's full advantages, set the excluder resolution to 50m (``excluder_resolution: 50``). For land category codes, see `Annex 1 of the technical documentation - `_ + `__ (https://github.com/PyPSA/pypsa-eur/pull/842). * Add option to capture CO2 contained in biogas when upgrading (``sector: @@ -681,7 +681,7 @@ PyPSA-Eur 0.8.1 (27th July 2023) * Add option to consider dynamic line rating based on wind speeds and temperature according to `Glaum and Hofmann (2022) - `_. See configuration section ``lines: + `__. See configuration section ``lines: dynamic_line_rating:`` for more details. (https://github.com/PyPSA/pypsa-eur/pull/675) * Add option to include a piecewise linear approximation of transmission losses, @@ -700,7 +700,7 @@ PyPSA-Eur 0.8.1 (27th July 2023) * A ``param:`` section in the snakemake rule definitions was added to track changed settings in ``config.yaml``. The goal is to automatically re-execute rules where parameters have changed. See `Non-file parameters for rules - `_ + `__ in the snakemake documentation. (https://github.com/PyPSA/pypsa-eur/pull/663) * A new function named ``sanitize_carrier`` ensures that all unique carrier @@ -809,7 +809,7 @@ PyPSA-Eur 0.8.0 (18th March 2023) * The :mod:`solve_network` script now uses the ``linopy`` backend of PyPSA and is applied for both electricity-only and sector-coupled models. This requires an adjustment of custom ``extra_functionality``. - See the `migration guide `_ in the PyPSA documentation. + See the `migration guide `__ in the PyPSA documentation. * The configuration file ``config.default.yaml`` now also includes settings for sector-coupled models, which will be ignored when the user runs @@ -914,7 +914,7 @@ PyPSA-Eur 0.7.0 (16th February 2023) inclusive:`` to address the upstream deprecation with ``pandas=1.4``. The previous setting ``None`` is no longer supported and replaced by ``both``, see the `pandas documentation - `_. + `__. Minimum version is now ``pandas>=1.4``. * The configuration setting ``summary_dir`` was removed. @@ -968,7 +968,7 @@ PyPSA-Eur 0.6.1 (20th September 2022) * Individual commits are now tested against pre-commit hooks. This includes black style formatting, sorting of package imports, Snakefile formatting and others. Installation instructions can for the pre-commit can be found `here - `_. + `__. * Pre-commit CI is now part of the repository's CI. @@ -991,7 +991,7 @@ PyPSA-Eur 0.6.0 (10th September 2022) * Functionality to consider shipping routes when calculating the available area for offshore technologies were added. Data for the shipping density comes from the `Global Shipping Traffic Density dataset - `_. + `__. * When transforming all transmission lines to a unified voltage level of 380kV, the workflow now preserves the transmission capacity rather than electrical @@ -1028,7 +1028,7 @@ PyPSA-Eur 0.5.0 (27th July 2022) ``from_opsd`` to ``True``. * Add operational reserve margin constraint analogous to `GenX implementation - `_. Can be activated + `__. Can be activated with config setting ``electricity: operational_reserve:``. * Implement country-specific Energy Availability Factors (EAFs) for nuclear @@ -1054,12 +1054,12 @@ PyPSA-Eur 0.5.0 (27th July 2022) * Techno-economic parameters of technologies (e.g. costs and efficiencies) will now be retrieved from a separate repository `PyPSA/technology-data - `_ that collects assumptions from a + `__ that collects assumptions from a variety of sources. It is activated by default with ``enable: retrieve_cost_data: true`` and controlled with ``costs: year:`` and ``costs: version:``. The location of this data changed from ``data/costs.csv`` to ``resources/costs.csv`` [`#184 - `_]. + `__]. * A new section ``conventional`` was added to the config file. This section contains configurations for conventional carriers. @@ -1074,18 +1074,18 @@ PyPSA-Eur 0.5.0 (27th July 2022) * Add an efficiency factor of 88.55% to offshore wind capacity factors as a proxy for wake losses. More rigorous modelling is `planned - `_ [`#277 - `_]. + `__ [`#277 + `__]. * Following discussion in `#285 - `_ we have disabled the + `__ we have disabled the correction factor for solar PV capacity factors by default while satellite data is used. A correction factor of 0.854337 is recommended if reanalysis data like ERA5 is used. * The default deployment density of AC- and DC-connected offshore wind capacity is reduced from 3 MW/sqkm to a more conservative estimate of 2 MW/sqkm [`#280 - `_]. + `__]. * The inclusion of renewable carriers is now specified in the config entry ``renewable_carriers``. Before this was done by commenting/uncommenting @@ -1114,12 +1114,12 @@ PyPSA-Eur 0.5.0 (27th July 2022) * Resource definitions for memory usage now follow `Snakemake standard resource definition - `_ + `__ ``mem_mb`` rather than ``mem``. * The powerplants that have been shut down by 2021 are filtered out. -* Updated historical `EIA hydro generation data `_. +* Updated historical `EIA hydro generation data `__. * Network building is made deterministic by supplying a fixed random state to network clustering routines. @@ -1168,24 +1168,24 @@ Synchronisation Release - Ukraine and Moldova (17th March 2022) --------------------------------------------------------------- On March 16, 2022, the transmission networks of Ukraine and Moldova have -successfully been `synchronised with the continental European grid `_. We have taken +successfully been `synchronised with the continental European grid `__. We have taken this as an opportunity to add the power systems of Ukraine and Moldova to PyPSA-Eur. This includes: .. image:: img/synchronisation.png :width: 500 -* the transmission network topology from the `ENTSO-E interactive map `_. +* the transmission network topology from the `ENTSO-E interactive map `__. -* existing power plants (incl. nuclear, coal, gas and hydro) from the `powerplantmatching `_ tool +* existing power plants (incl. nuclear, coal, gas and hydro) from the `powerplantmatching `__ tool -* country-level load time series from ENTSO-E through the `OPSD platform `_, which are then distributed heuristically to substations by GDP and population density. +* country-level load time series from ENTSO-E through the `OPSD platform `__, which are then distributed heuristically to substations by GDP and population density. * wind and solar profiles based on ERA5 and SARAH-2 weather data -* hydro profiles based on historical `EIA generation data `_ +* hydro profiles based on historical `EIA generation data `__ -* a simplified calculation of wind and solar potentials based on the `Copernicus Land Cover dataset `_. +* a simplified calculation of wind and solar potentials based on the `Copernicus Land Cover dataset `__. * electrical characteristics of 750 kV transmission lines @@ -1206,18 +1206,18 @@ PyPSA-Eur 0.4.0 (22th September 2021) * With this release, we change the license from copyleft GPLv3 to the more liberal MIT license with the consent of all contributors - [`#276 `_]. + [`#276 `__]. * Switch to the new major ``atlite`` release v0.2. The version upgrade comes along with significant speed up for the rule ``build_renewable_profiles.py`` (~factor 2). A lot of the code which calculated the land-use availability is now outsourced and does not rely on ``glaes``, ``geokit`` anymore. This facilitates the environment building and version compatibility of ``gdal``, ``libgdal`` with - other packages [`#224 `_]. + other packages [`#224 `__]. * Implemented changes to ``n.snapshot_weightings`` in new PyPSA version v0.18 - (cf. `PyPSA/PyPSA/#227 `_) - [`#259 `_]. + (cf. `PyPSA/PyPSA/#227 `__) + [`#259 `__]. * Add option to pre-aggregate nodes without power injections (positive or negative, i.e. generation or demand) to electrically closest nodes or neighbors @@ -1226,18 +1226,18 @@ PyPSA-Eur 0.4.0 (22th September 2021) * In :mod:`simplify_network`, bus columns with no longer correct entries are removed (symbol, tags, under_construction, substation_lv, substation_off) - [`#219 `_] + [`#219 `__] * Add option to include marginal costs of links representing fuel cells, electrolysis, and battery inverters - [`#232 `_]. + [`#232 `__]. * The rule and script ``build_country_flh`` are removed as they are no longer used or maintained. * The connection cost of generators in :mod:`simplify_network` are now reported in ``resources/connection_costs_s{simpl}.csv`` - [`#261 `_]. + [`#261 `__]. * The tutorial cutout was renamed from ``cutouts/europe-2013-era5.nc`` to ``cutouts/be-03-2013-era5.nc`` to accommodate tutorial and productive @@ -1247,72 +1247,72 @@ PyPSA-Eur 0.4.0 (22th September 2021) potentials was deprecated and now defaults to ``True``. * Update dependencies in ``envs/environment.yaml`` - [`#257 `_] + [`#257 `__] * Continuous integration testing switches to Github Actions from Travis CI - [`#252 `_]. + [`#252 `__]. * Documentation on readthedocs.io is now built with ``pip`` only and no longer - requires ``conda`` [`#267 `_]. + requires ``conda`` [`#267 `__]. -* Use ``Citation.cff`` [`#273 `_]. +* Use ``Citation.cff`` [`#273 `__]. **Bugs and Compatibility** -* Support for PyPSA v0.18 [`#268 `_]. +* Support for PyPSA v0.18 [`#268 `__]. * Minimum Python version set to ``3.8``. -* Removed ``six`` dependency [`#245 `_]. +* Removed ``six`` dependency [`#245 `__]. * Update :mod:`plot_network` and :mod:`make_summary` rules to latest PyPSA - versions [`#270 `_]. + versions [`#270 `__]. * Keep converter links to store components when using the ``ATK`` - wildcard and only remove DC links [`#214 `_]. + wildcard and only remove DC links [`#214 `__]. * Value for ``co2base`` in ``config.yaml`` adjusted to 1.487e9 t CO2-eq (from 3.1e9 t CO2-eq). The new value represents emissions related to the electricity sector for EU+UK+Balkan. The old value was too high and used when the emissions wildcard in ``{opts}`` was used - [`#233 `_]. + [`#233 `__]. * Add escape in :mod:`base_network` if all TYNDP links are already contained in the network - [`#246 `_]. + [`#246 `__]. * In :mod:`solve_operations_network` the optimised capacities are now fixed for all extendable links, not only HVDC links - [`#244 `_]. + [`#244 `__]. * The ``focus_weights`` are now also considered when pre-clustering in the :mod:`simplify_network` rule - [`#241 `_]. + [`#241 `__]. * in :mod:`build_renewable_profile` where offshore wind profiles could - no longer be created [`#249 `_]. + no longer be created [`#249 `__]. * Lower expansion limit of extendable carriers is now set to the existing capacity, i.e. ``p_nom_min = p_nom`` (0 before). Simultaneously, the upper limit (``p_nom_max``) is now the maximum of the installed capacity (``p_nom``) and the previous estimate based on land availability (``p_nom_max``) - [`#260 `_]. + [`#260 `__]. * Solving an operations network now includes optimized store capacities as well. Before only lines, links, generators and storage units were considered - [`#269 `_]. + [`#269 `__]. * With ``load_shedding: true`` in the solving options of ``config.yaml`` load shedding generators are only added at the AC buses, excluding buses for H2 - and battery stores [`#269 `_]. + and battery stores [`#269 `__]. * Delete duplicated capital costs at battery discharge link - [`#240 `_]. + [`#240 `__]. * Propagate the solver log file name to the solver. Previously, the PyPSA network solving functions were not told about the solver logfile specified - in the Snakemake file [`#247 `_] + in the Snakemake file [`#247 `__] PyPSA-Eur 0.3.0 (7th December 2020) ----------------------------------- @@ -1325,29 +1325,29 @@ Using the ``{opts}`` wildcard for scenario: For example ``EQ0.5c`` set in the ``{opts}`` wildcard requires each country to produce on average at least 50% of its consumption. Additionally, the option ``ATK`` requires autarky at each node and removes all means of power transmission through lines and links. ``ATKc`` only removes cross-border transfer capacities. - [`#166 `_]. + [`#166 `__]. * Added an option to alter the capital cost (``c``) or installable potentials (``p``) of carriers by a factor via ``carrier+{c,p}factor`` in the ``{opts}`` wildcard. This can be useful for exploring uncertain cost parameters. Example: ``solar+c0.5`` reduces the capital cost of solar to 50% of original values - [`#167 `_, `#207 `_]. + [`#167 `__, `#207 `__]. * Added an option to the ``{opts}`` wildcard that applies a time series segmentation algorithm based on renewables, hydro inflow and load time series to produce a given total number of adjacent snapshots of varying lengths. This feature is an alternative to downsampling the temporal resolution by simply averaging and - uses the `tsam `_ package - [`#186 `_]. + uses the `tsam `__ package + [`#186 `__]. More OPSD integration: -* Add renewable power plants from `OPSD `_ to the network for specified technologies. +* Add renewable power plants from `OPSD `__ to the network for specified technologies. This will overwrite the capacities calculated from the heuristic approach in :func:`estimate_renewable_capacities()` - [`#212 `_]. + [`#212 `__]. -* Electricity consumption data is now retrieved directly from the `OPSD website `_ using the rule :mod:`build_electricity_demand`. +* Electricity consumption data is now retrieved directly from the `OPSD website `__ using the rule :mod:`build_electricity_demand`. The user can decide whether to take the ENTSO-E power statistics data (default) or the ENTSO-E transparency data - [`#211 `_]. + [`#211 `__]. Other: @@ -1355,93 +1355,93 @@ Other: Then, the rule looks for custom busmaps at ``data/custom_busmap_elec_s{simpl}_{clusters}.csv``, which should have the same format as ``resources/busmap_elec_s{simpl}_{clusters}.csv``. i.e. the index should contain the buses of ``networks/elec_s{simpl}.nc`` - [`#193 `_]. + [`#193 `__]. * Line and link capacities can be capped in the ``config.yaml`` at ``lines: s_nom_max:`` and ``links: p_nom_max``: - [`#166 `_]. + [`#166 `__]. * Added Google Cloud Platform tutorial (for Windows users) - [`#177 `_]. + [`#177 `__]. **Changes** * Don't remove capital costs from lines and links, when imposing a line volume limit (``lv``) or a line cost limit (``lc``). Previously, these were removed to move the expansion in direction of the limit - [`#183 `_]. + [`#183 `__]. * The mappings for clustered lines and buses produced by the :mod:`simplify_network` and :mod:`cluster_network` rules changed from Hierarchical Data Format (``.h5``) to Comma-Separated Values format (``.csv``) for ease of use. - [`#198 `_] + [`#198 `__] * The N-1 security margin for transmission lines is now fixed to a provided value in ``config.yaml``, removing an undocumented linear interpolation between 0.5 and 0.7 in the range between 37 and 200 nodes. - [`#199 `_]. + [`#199 `__]. * Modelling hydrogen and battery storage with Store and Link components is now the default, rather than using StorageUnit components with fixed power-to-energy ratio - [`#205 `_]. + [`#205 `__]. * Use ``mamba`` (https://github.com/mamba-org/mamba) for faster Travis CI builds - [`#196 `_]. + [`#196 `__]. * Multiple smaller changes: Removed unused ``{network}`` wildcard, moved environment files to dedicated ``envs`` folder, removed sector-coupling components from configuration files, updated documentation colors, minor refactoring and code cleaning - [`#190 `_]. + [`#190 `__]. **Bugs and Compatibility** * Add compatibility for pyomo 5.7.0 in :mod:`cluster_network` and :mod:`simplify_network` - [`#172 `_]. + [`#172 `__]. * Fixed a bug for storage units such that individual store and dispatch efficiencies are correctly taken account of rather than only their round-trip efficiencies. In the cost database (``data/costs.csv``) the efficiency of battery inverters should be stated as per discharge/charge rather than per roundtrip - [`#202 `_]. + [`#202 `__]. * Corrected exogenous emission price setting (in ``config: cost: emission price:``), which now correctly accounts for the efficiency and effective emission of the generators - [`#171 `_]. + [`#171 `__]. * Corrected HVDC link connections (a) between Norway and Denmark and (b) mainland Italy, Corsica (FR) and Sardinia (IT) as well as for East-Western and Anglo-Scottish interconnectors - [`#181 `_, `#206 `_]. + [`#181 `__, `#206 `__]. * Fix bug of clustering ``offwind-{ac,dc}`` generators in the option of high-resolution generators for renewables. Now, there are more sites for ``offwind-{ac,dc}`` available than network nodes. Before, they were clustered to the resolution of the network (``elec_s1024_37m.nc``: 37 network nodes, 1024 generators) - [`#191 `_]. + [`#191 `__]. * Raise a warning if ``tech_colors`` in the config are not defined for all carriers - [`#178 `_]. + [`#178 `__]. PyPSA-Eur 0.2.0 (8th June 2020) ------------------------------- -* The optimization is now performed using the ``pyomo=False`` setting in the :func:`pypsa.lopf.network_lopf`. This speeds up the solving process significantly and consumes much less memory. The inclusion of additional constraints were adjusted to the new implementation. They are all passed to the :func:`network_lopf` function via the ``extra_functionality`` argument. The rule ``trace_solve_network`` was integrated into the rule :mod:`solve_network` and can be activated via configuration with ``solving: options: track_iterations: true``. The charging and discharging capacities of batteries modelled as store-link combination are now coupled [`#116 `_]. +* The optimization is now performed using the ``pyomo=False`` setting in the :func:`pypsa.lopf.network_lopf`. This speeds up the solving process significantly and consumes much less memory. The inclusion of additional constraints were adjusted to the new implementation. They are all passed to the :func:`network_lopf` function via the ``extra_functionality`` argument. The rule ``trace_solve_network`` was integrated into the rule :mod:`solve_network` and can be activated via configuration with ``solving: options: track_iterations: true``. The charging and discharging capacities of batteries modelled as store-link combination are now coupled [`#116 `__]. -* An updated extract of the `ENTSO-E Transmission System Map `_ (including Malta) was added to the repository using the `GridKit `_ tool. This tool has been updated to retrieve up-to-date map extracts using a single `script `_. The update extract features 5322 buses, 6574 lines, 46 links. [`#118 `_]. +* An updated extract of the `ENTSO-E Transmission System Map `__ (including Malta) was added to the repository using the `GridKit `__ tool. This tool has been updated to retrieve up-to-date map extracts using a single `script `__. The update extract features 5322 buses, 6574 lines, 46 links. [`#118 `__]. -* Added `FSFE REUSE `_ compliant license information. Documentation now licensed under CC-BY-4.0 [`#160 `_]. +* Added `FSFE REUSE `__ compliant license information. Documentation now licensed under CC-BY-4.0 [`#160 `__]. -* Added a 30 minute `video introduction `_ and a 20 minute `video tutorial `_ +* Added a 30 minute `video introduction `__ and a 20 minute `video tutorial `__ * Networks now store a color and a nicely formatted name for each carrier, accessible via ``n.carrier['color']`` and ``n.carrier['nice_name'] ``(networks after ``elec.nc``). * Added an option to skip iterative solving usually performed to update the line impedances of expanded lines at ``solving: options: skip_iterations:``. -* ``snakemake`` rules for retrieving cutouts and the natura raster can now be disabled independently from their respective rules to build them; via ``config.*yaml`` [`#136 `_]. +* ``snakemake`` rules for retrieving cutouts and the natura raster can now be disabled independently from their respective rules to build them; via ``config.*yaml`` [`#136 `__]. -* Removed the ``id`` column for custom power plants in ``data/custom_powerplants.csv`` to avoid custom power plants with conflicting ids getting attached to the wrong bus [`#131 `_]. +* Removed the ``id`` column for custom power plants in ``data/custom_powerplants.csv`` to avoid custom power plants with conflicting ids getting attached to the wrong bus [`#131 `__]. -* Add option ``renewables: {carrier}: keep_all_available_areas:`` to use all available weather cells for renewable profile and potential generation. The default ignores weather cells where only less than 1 MW can be installed [`#150 `_]. +* Add option ``renewables: {carrier}: keep_all_available_areas:`` to use all available weather cells for renewable profile and potential generation. The default ignores weather cells where only less than 1 MW can be installed [`#150 `__]. -* Added a function ``_helpers.load_network()`` which loads a network with overridden components specified in ``snakemake.config['override_components']`` [`#128 `_]. +* Added a function ``_helpers.load_network()`` which loads a network with overridden components specified in ``snakemake.config['override_components']`` [`#128 `__]. -* Bugfix in :mod:`base_network` which now finds all closest links, not only the first entry [`#143 `_]. +* Bugfix in :mod:`base_network` which now finds all closest links, not only the first entry [`#143 `__]. -* Bugfix in :mod:`cluster_network` which now skips recalculation of link parameters if there are no links [`#149 `_]. +* Bugfix in :mod:`cluster_network` which now skips recalculation of link parameters if there are no links [`#149 `__]. -* Added information on pull requests to contribution guidelines [`#151 `_]. +* Added information on pull requests to contribution guidelines [`#151 `__]. * Improved documentation on open-source solver setup and added usage warnings. @@ -1452,31 +1452,31 @@ PyPSA-Eur 0.1.0 (9th January 2020) This is the first release of PyPSA-Eur, a model of the European power system at the transmission network level. Recent changes include: -* Documentation on installation, workflows and configuration settings is now available online at `pypsa-eur.readthedocs.io `_ [`#65 `_]. +* Documentation on installation, workflows and configuration settings is now available online at `pypsa-eur.readthedocs.io `__ [`#65 `__]. -* The ``conda`` environment files were updated and extended [`#81 `_]. +* The ``conda`` environment files were updated and extended [`#81 `__]. -* The power plant database was updated with extensive filtering options via ``pandas.query`` functionality [`#84 `_ and `#94 `_]. +* The power plant database was updated with extensive filtering options via ``pandas.query`` functionality [`#84 `__ and `#94 `__]. -* Continuous integration testing with `Travis CI `_ is now included for Linux, Mac and Windows [`#82 `_]. +* Continuous integration testing with `Travis CI `__ is now included for Linux, Mac and Windows [`#82 `__]. -* Data dependencies were moved to `zenodo `_ and are now versioned [`#60 `_]. +* Data dependencies were moved to `zenodo `__ and are now versioned [`#60 `__]. -* Data dependencies are now retrieved directly from within the snakemake workflow [`#86 `_]. +* Data dependencies are now retrieved directly from within the snakemake workflow [`#86 `__]. -* Emission prices can be added to marginal costs of generators through the keywords ``Ep`` in the ``{opts}`` wildcard [`#100 `_]. +* Emission prices can be added to marginal costs of generators through the keywords ``Ep`` in the ``{opts}`` wildcard [`#100 `__]. -* An option is introduced to add extendable nuclear power plants to the network [`#98 `_]. +* An option is introduced to add extendable nuclear power plants to the network [`#98 `__]. -* Focus weights can now be specified for particular countries for the network clustering, which allows to set a proportion of the total number of clusters for particular countries [`#87 `_]. +* Focus weights can now be specified for particular countries for the network clustering, which allows to set a proportion of the total number of clusters for particular countries [`#87 `__]. -* A new rule :mod:`add_extra_components` allows to add additional components to the network only after clustering. It is thereby possible to model storage units (e.g. battery and hydrogen) in more detail via a combination of ``Store``, ``Link`` and ``Bus`` elements [`#97 `_]. +* A new rule :mod:`add_extra_components` allows to add additional components to the network only after clustering. It is thereby possible to model storage units (e.g. battery and hydrogen) in more detail via a combination of ``Store``, ``Link`` and ``Bus`` elements [`#97 `__]. -* Hydrogen pipelines (including cost assumptions) can now be added alongside clustered network connections in the rule :mod:`add_extra_components` . Set ``electricity: extendable_carriers: Link: [H2 pipeline]`` and ensure hydrogen storage is modelled as a ``Store``. This is a first simplified stage [`#108 `_]. +* Hydrogen pipelines (including cost assumptions) can now be added alongside clustered network connections in the rule :mod:`add_extra_components` . Set ``electricity: extendable_carriers: Link: [H2 pipeline]`` and ensure hydrogen storage is modelled as a ``Store``. This is a first simplified stage [`#108 `__]. -* Logfiles for all rules of the ``snakemake`` workflow are now written in the folder ``log/`` [`#102 `_]. +* Logfiles for all rules of the ``snakemake`` workflow are now written in the folder ``log/`` [`#102 `__]. -* The new function ``_helpers.mock_snakemake`` creates a ``snakemake`` object which mimics the actual ``snakemake`` object produced by workflow by parsing the ``Snakefile`` and setting all paths for inputs, outputs, and logs. This allows running all scripts within a (I)python terminal (or just by calling ``python ``) and thereby facilitates developing and debugging scripts significantly [`#107 `_]. +* The new function ``_helpers.mock_snakemake`` creates a ``snakemake`` object which mimics the actual ``snakemake`` object produced by workflow by parsing the ``Snakefile`` and setting all paths for inputs, outputs, and logs. This allows running all scripts within a (I)python terminal (or just by calling ``python ``) and thereby facilitates developing and debugging scripts significantly [`#107 `__]. PyPSA-Eur-Sec Releases (pre-merge) @@ -1493,13 +1493,13 @@ biomass, and explicit modelling of methanol and ammonia as separate energy carriers. This release is known to work with `PyPSA-Eur -`_ Version 0.7.0 and `Technology Data -`_ Version 0.5.0. +`__ Version 0.7.0 and `Technology Data +`__ Version 0.5.0. **Gas Transmission Network** * New rule ``retrieve_gas_infrastructure_data`` that downloads and extracts the - SciGRID_gas `IGGIELGN `_ dataset from + SciGRID_gas `IGGIELGN `__ dataset from zenodo. It includes data on the transmission routes, pipe diameters, capacities, pressure, and whether the pipeline is bidirectional and carries H-Gas or L-Gas. @@ -1510,7 +1510,7 @@ This release is known to work with `PyPSA-Eur * New rule ``build_gas_input_locations`` compiles the LNG import capacities (from the Global Energy Monitor's `Europe Gas Tracker - `_, pipeline + `__, pipeline entry capacities and local production capacities for each region of the model. These are the regions where fossil gas can eventually enter the model. @@ -1523,7 +1523,7 @@ This release is known to work with `PyPSA-Eur * With the option ``sector: gas_network:``, the existing gas network is added with a lossless transport model. A length-weighted `k-edge augmentation algorithm - `_ + `__ can be run to add new candidate gas pipelines such that all regions of the model can be connected to the gas network. The number of candidates can be controlled via the setting ``sector: gas_network_connectivity_upgrade:``. When @@ -1554,7 +1554,7 @@ This release is known to work with `PyPSA-Eur * Add option for regionally-resolved geological carbon dioxide sequestration potentials through new rule ``build_sequestration_potentials`` based on - `CO2StoP `_. This + `CO2StoP `__. This can be controlled in the section ``regional_co2_sequestration_potential`` of the ``config.yaml``. It includes options to select the level of conservatism, whether onshore potentials should be included, the respective upper and lower @@ -1566,7 +1566,7 @@ This release is known to work with `PyPSA-Eur ``seq200`` in the ``{sector_opts}`` wildcard (for limit of 200 Mt CO2). * Add option to include `Allam cycle gas power plants - `_ (``allam_cycle``). + `__ (``allam_cycle``). * Add option for planning a new carbon dioxide network (``co2network``). @@ -1585,7 +1585,7 @@ This release is known to work with `PyPSA-Eur * Add regionalised hydrogen salt cavern storage potentials from `Technical Potential of Salt Caverns for Hydrogen Storage in Europe - `_. This data is compiled in + `__. This data is compiled in a new rule ``build_salt_cavern_potentials``. * Add option to resolve ammonia as separate energy carrier with Haber-Bosch @@ -1602,11 +1602,11 @@ This release is known to work with `PyPSA-Eur * Demand for liquid hydrogen in international shipping is now geographically distributed by port trade volumes in a new rule ``build_shipping_demand`` using data from the `World Bank Data Catalogue - `_. + `__. Domestic shipping remains distributed by population. * Add option to aggregate network temporally using representative snapshots or - segments (with `tsam `_). + segments (with `tsam `__). * Add option for minimum part load for Fischer-Tropsch plants (default: 90%) and methanolisation plants (default: 50%). @@ -1659,7 +1659,7 @@ This release is known to work with `PyPSA-Eur PyPSA network. * Updated `data bundle - `_ + `__ that includes the hydrogan salt cavern storage potentials. * Updated and extended documentation in @@ -1687,7 +1687,7 @@ This release is known to work with `PyPSA-Eur expansion of previous iteration as minimum capacity for next iteration. * Further rather minor bugfixes for myopic optimisation code (see `#256 - `_). + `__). Many thanks to all who contributed to this release! @@ -1706,9 +1706,9 @@ more options in setting exogenous transition paths, besides many performance improvements. This release is known to work with `PyPSA-Eur -`_ Version 0.4.0, `Technology Data -`_ Version 0.3.0 and -`PyPSA `_ Version 0.18.0. +`__ Version 0.4.0, `Technology Data +`__ Version 0.3.0 and +`PyPSA `__ Version 0.18.0. Please note that the data bundle has also been updated. @@ -1725,11 +1725,11 @@ Please note that the data bundle has also been updated. battery costs. * Separate basic chemicals into HVC (high-value chemicals), chlorine, methanol and ammonia - [`#166 `_]. + [`#166 `__]. * Add option to specify reuse, primary production, and mechanical and chemical recycling fraction of platics - [`#166 `_]. + [`#166 `__]. * Include energy demands and CO2 emissions for the agriculture, forestry and fishing sector. It is included by default through the option ``A`` in the ``sector_opts`` wildcard. @@ -1743,11 +1743,11 @@ Please note that the data bundle has also been updated. Heat demand is assigned at "services rural heat" buses. Electricity demands are added to low-voltage buses. Time series for demands are constant and distributed inside countries by population - [`#147 `_]. + [`#147 `__]. * Include today's district heating shares in myopic optimisation and add option to specify exogenous path for district heating share increase under ``sector: - district_heating:`` [`#149 `_]. + district_heating:`` [`#149 `__]. * Added option for hydrogen liquefaction costs for hydrogen demand in shipping. This introduces a new ``H2 liquid`` bus at each location. It is activated via @@ -1767,16 +1767,16 @@ Please note that the data bundle has also been updated. factor 2. In this example, ``e_nom_max`` represents the CO2 sequestration potential in Europe. -* Use `JRC ENSPRESO database `_ to +* Use `JRC ENSPRESO database `__ to spatially disaggregate biomass potentials to PyPSA-Eur regions based on overlaps with NUTS2 regions from ENSPRESO (proportional to area) (`#151 - `_). + `__). * Add option to regionally disaggregate biomass potential to individual nodes (previously given per country, then distributed by population density within) and allow the transport of solid biomass. The transport costs are determined based on the `JRC-EU-Times Bioenergy report - `_ in the new optional rule + `__ in the new optional rule ``build_biomass_transport_costs``. Biomass transport can be activated with the setting ``sector: biomass_transport: true``. @@ -1794,7 +1794,7 @@ Please note that the data bundle has also been updated. * The myopic option can now be used together with different clustering for the generators and the network. The existing renewable capacities are split evenly - among the regions in every country [`#144 `_]. + among the regions in every country [`#144 `__]. * Add optional function to use ``geopy`` to locate entries of the Hotmaps database of industrial sites with missing location based on city and country, @@ -1860,7 +1860,7 @@ Please note that the data bundle has also been updated. * Consistent use of ``__main__`` block and further unspecific code cleaning. -* Updated data bundle and moved data bundle to zenodo.org (`10.5281/zenodo.5546517 `_). +* Updated data bundle and moved data bundle to zenodo.org (`10.5281/zenodo.5546517 `__). **Bugfixes and Compatibility** @@ -1884,7 +1884,7 @@ PyPSA-Eur-Sec 0.5.0 (21st May 2021) This release includes improvements to the cost database for building retrofits, carbon budget management and wildcard settings, as well as an important bugfix for the emissions from land transport. -This release is known to work with `PyPSA-Eur `_ Version 0.3.0 and `Technology Data `_ Version 0.2.0. +This release is known to work with `PyPSA-Eur `__ Version 0.3.0 and `Technology Data `__ Version 0.2.0. Please note that the data bundle has also been updated. @@ -1905,15 +1905,15 @@ PyPSA-Eur-Sec 0.4.0 (11th December 2020) This release includes a more accurate nodal disaggregation of industry demand within each country, fixes to CHP and CCS representations, as well as changes to some configuration settings. -It has been released to coincide with `PyPSA-Eur `_ Version 0.3.0 and `Technology Data `_ Version 0.2.0, and is known to work with these releases. +It has been released to coincide with `PyPSA-Eur `__ Version 0.3.0 and `Technology Data `__ Version 0.2.0, and is known to work with these releases. New features: -* The `Hotmaps Industrial Database `_ is used to disaggregate the industrial demand spatially to the nodes inside each country (previously it was distributed by population density). +* The `Hotmaps Industrial Database `__ is used to disaggregate the industrial demand spatially to the nodes inside each country (previously it was distributed by population density). * Electricity demand from industry is now separated from the regular electricity demand and distributed according to the industry demand. Only the remaining regular electricity demand for households and services is distributed according to GDP and population. -* A cost database for the retrofitting of the thermal envelope of residential and services buildings has been integrated, as well as endogenous optimisation of the level of retrofitting. This is described in the paper `Mitigating heat demand peaks in buildings in a highly renewable European energy system `_. Retrofitting can be activated both exogenously and endogenously from the ``config.yaml``. -* The biomass and gas combined heat and power (CHP) parameters ``c_v`` and ``c_b`` were read in assuming they were extraction plants rather than back pressure plants. The data is now corrected in `Technology Data `_ Version 0.2.0 to the correct DEA back pressure assumptions and they are now implemented as single links with a fixed ratio of electricity to heat output (even as extraction plants, they were always sitting on the backpressure line in simulations, so there was no point in modelling the full heat-electricity feasibility polygon). The old assumptions underestimated the heat output. -* The Danish Energy Agency released `new assumptions for carbon capture `_ in October 2020, which have now been incorporated in PyPSA-Eur-Sec, including direct air capture (DAC) and post-combustion capture on CHPs, cement kilns and other industrial facilities. The electricity and heat demand for DAC is modelled for each node (with heat coming from district heating), but currently the electricity and heat demand for industrial capture is not modelled very cleanly (for process heat, 10% of the energy is assumed to go to carbon capture) - a new issue will be opened on this. +* A cost database for the retrofitting of the thermal envelope of residential and services buildings has been integrated, as well as endogenous optimisation of the level of retrofitting. This is described in the paper `Mitigating heat demand peaks in buildings in a highly renewable European energy system `__. Retrofitting can be activated both exogenously and endogenously from the ``config.yaml``. +* The biomass and gas combined heat and power (CHP) parameters ``c_v`` and ``c_b`` were read in assuming they were extraction plants rather than back pressure plants. The data is now corrected in `Technology Data `__ Version 0.2.0 to the correct DEA back pressure assumptions and they are now implemented as single links with a fixed ratio of electricity to heat output (even as extraction plants, they were always sitting on the backpressure line in simulations, so there was no point in modelling the full heat-electricity feasibility polygon). The old assumptions underestimated the heat output. +* The Danish Energy Agency released `new assumptions for carbon capture `__ in October 2020, which have now been incorporated in PyPSA-Eur-Sec, including direct air capture (DAC) and post-combustion capture on CHPs, cement kilns and other industrial facilities. The electricity and heat demand for DAC is modelled for each node (with heat coming from district heating), but currently the electricity and heat demand for industrial capture is not modelled very cleanly (for process heat, 10% of the energy is assumed to go to carbon capture) - a new issue will be opened on this. * Land transport is separated by energy carrier (fossil, hydrogen fuel cell electric vehicle, and electric vehicle), but still needs to be separated into heavy and light vehicles (the data is there, just not the code yet). * For assumptions that change with the investment year, there is a new time-dependent format in the ``config.yaml`` using a dictionary with keys for each year. Implemented examples include the CO2 budget, exogenous retrofitting share and land transport energy carrier; more parameters will be dynamised like this in future. * Some assumptions have been moved out of the code and into the ``config.yaml``, including the carbon sequestration potential and cost, the heat pump sink temperature, reductions in demand for high value chemicals, and some BEV DSM parameters and transport efficiencies. @@ -1936,7 +1936,7 @@ New features: * The script ``build_industrial_production_per_country_tomorrow.py`` determines the future industrial production of materials based on today's levels as well as assumed recycling and demand change measures. * The energy demand for each industry sector and each location in 2015 is also calculated, so that it can be later incorporated in the pathway optimization. * Ammonia production data is taken from the USGS and deducted from JRC-IDEES's "basic chemicals" so that it ammonia can be handled separately from the others (olefins, aromatics and chlorine). -* Solid biomass is no longer allowed to be used for process heat in cement and basic chemicals, since the wastes and residues cannot be guaranteed to reach the high temperatures required. Instead, solid biomass is used in the paper and pulp as well as food, beverages and tobacco industries, where required temperatures are lower (see `DOI:10.1002/er.3436 `_ and `DOI:10.1007/s12053-017-9571-y `_). +* Solid biomass is no longer allowed to be used for process heat in cement and basic chemicals, since the wastes and residues cannot be guaranteed to reach the high temperatures required. Instead, solid biomass is used in the paper and pulp as well as food, beverages and tobacco industries, where required temperatures are lower (see `DOI:10.1002/er.3436 `__ and `DOI:10.1007/s12053-017-9571-y `__). * National installable potentials for salt caverns are now applied. * When electricity distribution grids are activated, new industry electricity demand, resistive heaters and micro-CHPs are now connected to the lower voltage levels. * Gas distribution grid costs are included for gas boilers and micro-CHPs. @@ -1948,15 +1948,15 @@ New features: PyPSA-Eur-Sec 0.2.0 (21st August 2020) -------------------------------------- -This release introduces pathway optimization over many years (e.g. 2020, 2030, 2040, 2050) with myopic foresight, as well as outsourcing the technology assumptions to the `technology-data `_ repository. +This release introduces pathway optimization over many years (e.g. 2020, 2030, 2040, 2050) with myopic foresight, as well as outsourcing the technology assumptions to the `technology-data `__ repository. It is known to work with PyPSA-Eur v0.1.0 (commit bb3477cd69), PyPSA v0.17.1 and technology-data v0.1.0. New features: -* Option for pathway optimization with myopic foresight, based on the paper `Early decarbonisation of the European Energy system pays off (2020) `_. Investments are optimized sequentially for multiple years (e.g. 2020, 2030, 2040, 2050) taking account of existing assets built in previous years and their lifetimes. The script uses data on the existing assets for electricity and building heating technologies, but there are no assumptions yet for existing transport and industry (if you include these, the model will greenfield them). There are also some `outstanding issues `_ on e.g. the distribution of existing wind, solar and heating technologies within each country. To use myopic foresight, set ``foresight : 'myopic'`` in the ``config.yaml`` instead of the default ``foresight : 'overnight'``. An example configuration can be found in ``config.myopic.yaml``. More details on the implementation can be found in :doc:`myopic`. +* Option for pathway optimization with myopic foresight, based on the paper `Early decarbonisation of the European Energy system pays off (2020) `__. Investments are optimized sequentially for multiple years (e.g. 2020, 2030, 2040, 2050) taking account of existing assets built in previous years and their lifetimes. The script uses data on the existing assets for electricity and building heating technologies, but there are no assumptions yet for existing transport and industry (if you include these, the model will greenfield them). There are also some `outstanding issues `__ on e.g. the distribution of existing wind, solar and heating technologies within each country. To use myopic foresight, set ``foresight : 'myopic'`` in the ``config.yaml`` instead of the default ``foresight : 'overnight'``. An example configuration can be found in ``config.myopic.yaml``. More details on the implementation can be found in :doc:`myopic`. -* Technology assumptions (costs, efficiencies, etc.) are no longer stored in the repository. Instead, you have to install the `technology-data `_ database in a parallel directory. These assumptions are largely based on the `Danish Energy Agency Technology Data `_. More details on the installation can be found in :doc:`installation`. +* Technology assumptions (costs, efficiencies, etc.) are no longer stored in the repository. Instead, you have to install the `technology-data `__ database in a parallel directory. These assumptions are largely based on the `Danish Energy Agency Technology Data `__. More details on the installation can be found in :doc:`installation`. * Logs and benchmarks are now stored with the other model outputs in ``results/run-name/``. @@ -1979,7 +1979,7 @@ It is known to work with PyPSA-Eur v0.1.0 (commit bb3477cd69) and PyPSA v0.17.0. We are making this release since in version 0.2.0 we will introduce changes to allow myopic investment planning that will require minor changes for users of the overnight investment planning. PyPSA-Eur-Sec builds on the electricity generation and transmission -model `PyPSA-Eur `_ to add demand +model `PyPSA-Eur `__ to add demand and supply for the following sectors: transport, space and water heating, biomass, industry and industrial feedstocks. This completes the energy system and includes all greenhouse gas emitters except @@ -1988,17 +1988,17 @@ waste management, agriculture, forestry and land use. PyPSA-Eur-Sec was initially based on the model PyPSA-Eur-Sec-30 (Version 0.0.1 below) described in the paper `Synergies of sector coupling and transmission reinforcement in a cost-optimised, highly renewable European energy -system `_ (2018) but it differs by +system `__ (2018) but it differs by being based on the higher resolution electricity transmission model -`PyPSA-Eur `_ rather than a +`PyPSA-Eur `__ rather than a one-node-per-country model, and by including biomass, industry, industrial feedstocks, aviation, shipping, better carbon management, carbon capture and usage/sequestration, and gas networks. PyPSA-Eur-Sec includes PyPSA-Eur as a -`snakemake `_ -`subworkflow `_. PyPSA-Eur-Sec +`snakemake `__ +`subworkflow `__. PyPSA-Eur-Sec uses PyPSA-Eur to build the clustered transmission model along with wind, solar PV and hydroelectricity potentials and time series. Then PyPSA-Eur-Sec adds other conventional generators, storage units and @@ -2013,13 +2013,13 @@ PyPSA-Eur-Sec 0.0.2 (4th September 2020) This version, also called PyPSA-Eur-Sec-30-Path, built on PyPSA-Eur-Sec 0.0.1 (also called PyPSA-Eur-Sec-30) to include myopic pathway optimisation for the paper `Early decarbonisation of the -European energy system pays off `_ +European energy system pays off `__ (2020). The myopic pathway optimisation was then merged into the main PyPSA-Eur-Sec codebase in Version 0.2.0 above. This model has `its own github repository -`_ and is `archived -on Zenodo `_. +`__ and is `archived +on Zenodo `__. @@ -2030,12 +2030,12 @@ This is the first published version of PyPSA-Eur-Sec, also called PyPSA-Eur-Sec-30. It was first used in the research paper `Synergies of sector coupling and transmission reinforcement in a cost-optimised, highly renewable European energy system -`_ (2018). The model covers 30 +`__ (2018). The model covers 30 European countries with one node per country. It includes demand and supply for electricity, space and water heating in buildings, and land transport. -It is `archived on Zenodo `_. +It is `archived on Zenodo `__. Release Process @@ -2058,6 +2058,6 @@ Release Process * Tag a release on Github via ``git tag v0.x.x``, ``git push``, ``git push --tags``. Include release notes in the tag message. -* Make a `GitHub release `_, which automatically triggers archiving to the `zenodo code repository `_ with `MIT license `_. +* Make a `GitHub release `__, which automatically triggers archiving to the `zenodo code repository `__ with `MIT license `__. -* Send announcement on the `PyPSA mailing list `_. +* Send announcement on the `PyPSA mailing list `__. diff --git a/doc/retrieve.rst b/doc/retrieve.rst index f9d6e2a7d..d21a74b48 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -25,12 +25,12 @@ Rule ``retrieve_cutout`` .. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.6382570.svg :target: https://doi.org/10.5281/zenodo.6382570 -Cutouts are spatio-temporal subsets of the European weather data from the `ECMWF ERA5 `_ reanalysis dataset and the `CMSAF SARAH-2 `_ solar surface radiation dataset for the year 2013. -They have been prepared by and are for use with the `atlite `_ tool. You can either generate them yourself using the ``build_cutouts`` rule or retrieve them directly from `zenodo `__ through the rule ``retrieve_cutout``. +Cutouts are spatio-temporal subsets of the European weather data from the `ECMWF ERA5 `__ reanalysis dataset and the `CMSAF SARAH-2 `__ solar surface radiation dataset for the year 2013. +They have been prepared by and are for use with the `atlite `__ tool. You can either generate them yourself using the ``build_cutouts`` rule or retrieve them directly from `zenodo `__ through the rule ``retrieve_cutout``. The :ref:`tutorial` uses a smaller cutout than required for the full model (30 MB), which is also automatically downloaded. .. note:: - To download cutouts yourself from the `ECMWF ERA5 `_ you need to `set up the CDS API `_. + To download cutouts yourself from the `ECMWF ERA5 `__ you need to `set up the CDS API `__. **Relevant Settings** @@ -47,10 +47,10 @@ The :ref:`tutorial` uses a smaller cutout than required for the full model (30 M **Outputs** -- ``cutouts/{cutout}``: weather data from either the `ERA5 `_ reanalysis weather dataset or `SARAH-2 `_ satellite-based historic weather data. +- ``cutouts/{cutout}``: weather data from either the `ERA5 `__ reanalysis weather dataset or `SARAH-2 `__ satellite-based historic weather data. .. seealso:: - For details see :mod:`build_cutout` and read the `atlite documentation `_. + For details see :mod:`build_cutout` and read the `atlite documentation `__. Rule ``retrieve_natura_raster`` @@ -59,7 +59,7 @@ Rule ``retrieve_natura_raster`` .. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.4706686.svg :target: https://doi.org/10.5281/zenodo.4706686 -This rule, as a substitute for :mod:`build_natura_raster`, downloads an already rasterized version (`natura.tiff `_) of `Natura 2000 `_ natural protection areas to reduce computation times. The file is placed into the ``resources`` sub-directory. +This rule, as a substitute for :mod:`build_natura_raster`, downloads an already rasterized version (`natura.tiff `__) of `Natura 2000 `__ natural protection areas to reduce computation times. The file is placed into the ``resources`` sub-directory. **Relevant Settings** @@ -74,7 +74,7 @@ This rule, as a substitute for :mod:`build_natura_raster`, downloads an already **Outputs** -- ``resources/natura.tiff``: Rasterized version of `Natura 2000 `_ natural protection areas to reduce computation times. +- ``resources/natura.tiff``: Rasterized version of `Natura 2000 `__ natural protection areas to reduce computation times. .. seealso:: For details see :mod:`build_natura_raster`. @@ -83,7 +83,7 @@ This rule, as a substitute for :mod:`build_natura_raster`, downloads an already Rule ``retrieve_electricity_demand`` ==================================== -This rule downloads hourly electric load data for each country from the `OPSD platform `_. +This rule downloads hourly electric load data for each country from the `OPSD platform `__. **Relevant Settings** @@ -97,7 +97,7 @@ None. Rule ``retrieve_cost_data`` ================================ -This rule downloads techno-economic assumptions from the `technology-data repository `_. +This rule downloads techno-economic assumptions from the `technology-data repository `__. **Relevant Settings** @@ -126,7 +126,7 @@ Rule ``retrieve_irena`` Rule ``retrieve_ship_raster`` ================================ -This rule downloads data on global shipping traffic density from the `World Bank Data Catalogue `_. +This rule downloads data on global shipping traffic density from the `World Bank Data Catalogue `__. **Relevant Settings** diff --git a/doc/sector.rst b/doc/sector.rst index ba3aa3e6e..bdfc5386f 100644 --- a/doc/sector.rst +++ b/doc/sector.rst @@ -7,8 +7,15 @@ Building Sector-Coupled Networks ########################################## -.. warning:: - This part of the documentation is under development. +The preparation process of the sector-coupled version of the PyPSA-Eur energy system model consists of a group of ``snakemake`` rules which are briefly outlined and explained in detail in the sections below. + +Not all data dependencies are shipped with the git repository. +Instead we provide separate data bundles which can be obtained +using the ``retrieve*`` rules (:ref:`data`). +Having downloaded the necessary data, + +- :mod:`add_brownfield` builds and stores the base network with all buses, HVAC lines and HVDC links, while + Rule ``add_brownfield`` ============================================================================== diff --git a/doc/simplification.rst b/doc/simplification.rst index 2272505d6..cb0484617 100644 --- a/doc/simplification.rst +++ b/doc/simplification.rst @@ -12,11 +12,11 @@ Simplifying Electricity Networks The simplification ``snakemake`` rules prepare **approximations** of the full model, for which it is computationally viable to co-optimize generation, storage and transmission capacities. - :mod:`simplify_network` transforms the transmission grid to a 380 kV only equivalent network, while -- :mod:`cluster_network` uses a `k-means `_ based clustering technique to partition the network into a given number of zones and then reduce the network to a representation with one bus per zone. +- :mod:`cluster_network` uses a `k-means `__ based clustering technique to partition the network into a given number of zones and then reduce the network to a representation with one bus per zone. The simplification and clustering steps are described in detail in the paper -- Jonas Hörsch and Tom Brown. `The role of spatial scale in joint optimisations of generation and transmission for European highly renewable scenarios `_), *14th International Conference on the European Energy Market*, 2017. `arXiv:1705.07617 `_, `doi:10.1109/EEM.2017.7982024 `_. +- Jonas Hörsch and Tom Brown. `The role of spatial scale in joint optimisations of generation and transmission for European highly renewable scenarios `__), *14th International Conference on the European Energy Market*, 2017. `arXiv:1705.07617 `__, `doi:10.1109/EEM.2017.7982024 `__. After simplification and clustering of the network, additional components may be appended in the rule :mod:`add_extra_components` and the network is prepared for solving in :mod:`prepare_network`. diff --git a/doc/spatial_resolution.rst b/doc/spatial_resolution.rst index a408f4644..20158ab60 100644 --- a/doc/spatial_resolution.rst +++ b/doc/spatial_resolution.rst @@ -9,7 +9,7 @@ Spatial resolution ########################################## -The default nodal resolution of the model follows the electricity generation and transmission model `PyPSA-Eur `_, which clusters down the electricity transmission substations in each European country based on the k-means algorithm (See `cluster_network `_ for a complete explanation). This gives nodes which correspond to major load and generation centres (typically cities). +The default nodal resolution of the model follows the electricity generation and transmission model `PyPSA-Eur `__, which clusters down the electricity transmission substations in each European country based on the k-means algorithm (See `cluster_network `__ for a complete explanation). This gives nodes which correspond to major load and generation centres (typically cities). The total number of nodes for Europe is set in the ``config/config.yaml`` file under ``clusters``. The number of nodes can vary between 37, the number of independent countries / synchronous areas, and several hundred. With 200-300 nodes the model needs 100-150 GB RAM to solve with a commercial solver like Gurobi. @@ -21,7 +21,7 @@ Exemplary unsolved network clustered to 37 nodes: .. image:: ../graphics/elec_s_37.png -The total number of nodes for Europe is set in the ``config/config.yaml`` file under `clusters `_. The number of nodes can vary between 37, the number of independent countries/synchronous areas, and several hundred. With 200-300 nodes, the model needs 100-150 GB RAM to solve with a commercial solver like Gurobi. +The total number of nodes for Europe is set in the ``config/config.yaml`` file under `clusters `__. The number of nodes can vary between 37, the number of independent countries/synchronous areas, and several hundred. With 200-300 nodes, the model needs 100-150 GB RAM to solve with a commercial solver like Gurobi. Not all of the sectors are at the full nodal resolution, and some demand for some sectors is distributed to nodes using heuristics that need to be corrected. Some networks are copper-plated to reduce computational times. Here are some examples of how spatial resolution is set for different sectors in PyPSA-Eur-Sec: @@ -37,18 +37,18 @@ Here are some examples of how spatial resolution is set for different sectors in • Electricity demand in industry: Modeled as nodal, based on the location of industrial facilities from HotMaps database. • Industry demand (heat, chemicals, etc.) : Modeled as nodal, distributed in each country based on locations of industry from HotMaps database. -• Hydrogen network: Modeled as nodal (if activated in the `config `_ file). +• Hydrogen network: Modeled as nodal (if activated in the `config `__ file). -• Methane network: It can be modeled as a single node for Europe or it can be nodally resolved if activated in the `config `_. One node can be considered reasonable since future demand is expected to be low and no bottlenecks are expected. Also, the nodally resolved methane grid is based on SciGRID_gas data. +• Methane network: It can be modeled as a single node for Europe or it can be nodally resolved if activated in the `config `__. One node can be considered reasonable since future demand is expected to be low and no bottlenecks are expected. Also, the nodally resolved methane grid is based on SciGRID_gas data. -• Solid biomass: It can be modeled as a single node for Europe or it can be nodally resolved if activated in the `config `_. Nodal modeling includes modeling biomass potential per country (given per country, then distributed by population density within) and the transport of solid biomass between countries. +• Solid biomass: It can be modeled as a single node for Europe or it can be nodally resolved if activated in the `config `__. Nodal modeling includes modeling biomass potential per country (given per country, then distributed by population density within) and the transport of solid biomass between countries. -• CO2: It can be modeled as a single node for Europe or it can be nodally resolved with CO2 transport pipelines if activated in the `config `_. It should mentioned that in single node mode a transport and storage cost is added for sequestered CO2, the cost of which can be adjusted in the `config `_. +• CO2: It can be modeled as a single node for Europe or it can be nodally resolved with CO2 transport pipelines if activated in the `config `__. It should mentioned that in single node mode a transport and storage cost is added for sequestered CO2, the cost of which can be adjusted in the `config `__. • Carbonaceous fuels: Modeled as a single node for Europe by default, since transport costs for liquids are low and no bottlenecks are expected. Can be regionally resolved in configuration. **Electricity distribution network** -Contrary to the transmission grid, the grid topology at the distribution level (at and below 110 kV) is not included due to the very high computational burden. However, a link per node can be used (if activated in the `Config `_ file) to represent energy transferred between distribution and transmission levels at every node. In essence, the total energy capacity connecting the transmission grid and the low-voltage level is optimized. The cost assumptions for this link can be adjusted in Config file `options `_ , and is currently assumed to be 500 Eur/kW. +Contrary to the transmission grid, the grid topology at the distribution level (at and below 110 kV) is not included due to the very high computational burden. However, a link per node can be used (if activated in the `Config `__ file) to represent energy transferred between distribution and transmission levels at every node. In essence, the total energy capacity connecting the transmission grid and the low-voltage level is optimized. The cost assumptions for this link can be adjusted in Config file `options `__ , and is currently assumed to be 500 Eur/kW. Rooftop PV, heat pumps, resistive heater, home batteries chargers for passenger EVs, as well as individual heating technologies (heat pumps and resistive heaters) are connected to low-voltage level. All the remaining generation and storage technologies are connected to the transmission grid. In practice, this means that the distribution grid capacity is only extended if it is necessary to balance the mismatch between local generation and demand. diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index 8f6edcad9..cc598aafd 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -11,7 +11,7 @@ An initial orientation to the supply and demand options in the model PyPSA-Eur-Sec can be found in the description of the model PyPSA-Eur-Sec-30 in the paper `Synergies of sector coupling and transmission reinforcement in a cost-optimised, highly renewable -European energy system `_ (2018). +European energy system `__ (2018). The latest version of PyPSA-Eur-Sec differs by including biomass, industry, industrial feedstocks, aviation, shipping, better carbon management, carbon capture and usage/sequestration, and gas networks. @@ -26,13 +26,13 @@ Electricity supply and demand ============================= Electricity supply and demand follows the electricity generation and -transmission model `PyPSA-Eur `_, +transmission model `PyPSA-Eur `__, except that hydrogen storage is integrated into the hydrogen supply, demand and network, and PyPSA-Eur-Sec includes CHPs. Unlike PyPSA-Eur, PyPSA-Eur-Sec does not distribution electricity demand for industry according to population and GDP, but uses the geographical data from the `Hotmaps Industrial Database -`_. +`__. Also unlike PyPSA-Eur, PyPSA-Eur-Sec subtracts existing electrified heating from the existing electricity demand, so that power-to-heat can be optimised separately. @@ -44,7 +44,7 @@ Heat demand =========== Building heating in residential and services sectors is resolved regionally, both for individual buildings and district heating systems, which include different supply options (see :ref:`heat-supply`.) -Annual heat demands per country are retrieved from `JRC-IDEES `_ and split into space and water heating. For space heating, the annual demands are converted to daily values based on the population-weighted Heating Degree Day (HDD) using the `atlite tool `_, where space heat demand is proportional to the difference between the daily average ambient temperature (read from `ERA5 `_) and a threshold temperature above which space heat demand is zero. A threshold temperature of 15 °C is assumed by default. The daily space heat demand is distributed to the hours of the day following heat demand profiles from `BDEW `_. These differ for weekdays and weekends/holidays and between residential and services demand. +Annual heat demands per country are retrieved from `JRC-IDEES `__ and split into space and water heating. For space heating, the annual demands are converted to daily values based on the population-weighted Heating Degree Day (HDD) using the `atlite tool `__, where space heat demand is proportional to the difference between the daily average ambient temperature (read from `ERA5 `__) and a threshold temperature above which space heat demand is zero. A threshold temperature of 15 °C is assumed by default. The daily space heat demand is distributed to the hours of the day following heat demand profiles from `BDEW `__. These differ for weekdays and weekends/holidays and between residential and services demand. *Space heating* @@ -54,11 +54,11 @@ The space heating demand can be exogenously reduced by retrofitting measures tha :language: yaml :lines: 205 -Co-optimsing of building renovation is also possible, if it is activated in the `config file `_. +Co-optimsing of building renovation is also possible, if it is activated in the `config file `__. Renovation of the thermal envelope reduces the space heating demand and is optimised at each node for every heat bus. Renovation measures through additional insulation material and replacement of energy inefficient windows are considered. -In a first step, costs per energy savings are estimated in `build_retro_cost.py `_. They depend on the insulation condition of the building stock and costs for renovation of the building elements. In a second step, for those cost per energy savings two possible renovation strengths are determined: a moderate renovation with lower costs, a lower maximum possible space heat savings, and an ambitious renovation with associated higher costs and higher efficiency gains. They are added by step-wise linearisation in form of two additional generations in `prepare_sector_network.py `_. +In a first step, costs per energy savings are estimated in `build_retro_cost.py `__. They depend on the insulation condition of the building stock and costs for renovation of the building elements. In a second step, for those cost per energy savings two possible renovation strengths are determined: a moderate renovation with lower costs, a lower maximum possible space heat savings, and an ambitious renovation with associated higher costs and higher efficiency gains. They are added by step-wise linearisation in form of two additional generations in `prepare_sector_network.py `__. Further information are given in the publication : - `Mitigating heat demand peaks in buildings in a highly renewable European energy system, (2021) `_. +`Mitigating heat demand peaks in buildings in a highly renewable European energy system, (2021) `__. *Water heating* @@ -66,7 +66,7 @@ Hot water demand is assumed to be constant throughout the year. *Urban and rural heating* -For every country, heat demand is split between low and high population density areas. These country-level totals are then distributed to each region in proportion to their rural and urban populations respectively. Urban areas with dense heat demand can be supplied with large-scale district heating systems. The percentage of urban heat demand that can be supplied by district heating networks as well as lump-sum losses in district heating systems is exogenously determined in the `config file `_. +For every country, heat demand is split between low and high population density areas. These country-level totals are then distributed to each region in proportion to their rural and urban populations respectively. Urban areas with dense heat demand can be supplied with large-scale district heating systems. The percentage of urban heat demand that can be supplied by district heating networks as well as lump-sum losses in district heating systems is exogenously determined in the `config file `__. *Cooling demand* @@ -96,41 +96,41 @@ Different supply options are available depending on whether demand is met centra **Urban central heat** -For large-scale district heating systems the following options are available: combined heat and power (CHP) plants consuming gas or biomass from waste and residues with and without carbon capture (CC), large-scale air-sourced heat pumps, gas and oil boilers, resistive heaters, and fuel cell CHPs. Additionally, waste heat from the `Fischer-Tropsch `_ and `Sabatier `_ processes for the production of synthetic hydrocarbons can supply district heating systems. For more detailed explanation of these processes, see :ref:`Oil-based products supply` and :ref:`Methane supply`. +For large-scale district heating systems the following options are available: combined heat and power (CHP) plants consuming gas or biomass from waste and residues with and without carbon capture (CC), large-scale air-sourced heat pumps, gas and oil boilers, resistive heaters, and fuel cell CHPs. Additionally, waste heat from the `Fischer-Tropsch `__ and `Sabatier `__ processes for the production of synthetic hydrocarbons can supply district heating systems. For more detailed explanation of these processes, see :ref:`Oil-based products supply` and :ref:`Methane supply`. **Residential and Urban decentral heat** Supply options in individual buildings include gas and oil boilers, air- and ground-sourced heat pumps, resistive heaters, and solar thermal collectors. -Ground-source heat pumps are only allowed in rural areas because of space constraints. Thus, only air- source heat pumps are allowed in urban areas. This is a conservative assumption, since there are many possible sources of low-temperature heat that could be tapped in cities (e.g. waste water, ground water, or natural bodies of water). Costs, lifetimes and efficiencies for these technologies are retrieved from the `technology-data repository `_. +Ground-source heat pumps are only allowed in rural areas because of space constraints. Thus, only air- source heat pumps are allowed in urban areas. This is a conservative assumption, since there are many possible sources of low-temperature heat that could be tapped in cities (e.g. waste water, ground water, or natural bodies of water). Costs, lifetimes and efficiencies for these technologies are retrieved from the `technology-data repository `__. -Below are more detailed explanations for each heating supply component, all of which are modelled as `links `_ in PyPSA-Eur-Sec. +Below are more detailed explanations for each heating supply component, all of which are modelled as `links `__ in PyPSA-Eur-Sec. .. _Large-scale CHP: **Large-scale CHP** -Large Combined Heat and Power plants are included in the model if it is specified in the `config file `_. +Large Combined Heat and Power plants are included in the model if it is specified in the `config file `__. -CHPs are based on back pressure plants operating with a fixed ratio of electricity to heat output. The efficiencies of each are given on the back pressure line, where the back pressure coefficient cb is the electricity output divided by the heat output. (For a more complete explanation of the operation of CHPs refer to the study by Dahl et al. : `Cost sensitivity of optimal sector-coupled district heating production systems `_. +CHPs are based on back pressure plants operating with a fixed ratio of electricity to heat output. The efficiencies of each are given on the back pressure line, where the back pressure coefficient cb is the electricity output divided by the heat output. (For a more complete explanation of the operation of CHPs refer to the study by Dahl et al. : `Cost sensitivity of optimal sector-coupled district heating production systems `__. PyPSA-Eur-Sec includes CHP plants fueled by methane and solid biomass from waste and residues. Hydrogen fuel cells also produce both electricity and heat. -The methane CHP is modeled on the Danish Energy Agency (DEA) “Gas turbine simple cycle (large)” while the solid biomass CHP is based on the DEA’s “09b Wood Pellets Medium”. For biomass CHP, cb = `0.46 `_ , whereas for gas CHP, cb = `1 `_. +The methane CHP is modeled on the Danish Energy Agency (DEA) “Gas turbine simple cycle (large)” while the solid biomass CHP is based on the DEA’s “09b Wood Pellets Medium”. For biomass CHP, cb = `0.46 `__ , whereas for gas CHP, cb = `1 `__. -NB: The old PyPSA-Eur-Sec-30 model assumed an extraction plant (like the DEA coal CHP) for gas which has flexible production of heat and electricity within the feasibility diagram of Figure 4 in the study by `Brown et al. `_ We have switched to the DEA back pressure plants since these are more common for smaller plants for biomass, and because the extraction plants were on the back pressure line for 99.5% of the time anyway. The plants were all changed to back pressure in PyPSA-Eur-Sec v0.4.0. +NB: The old PyPSA-Eur-Sec-30 model assumed an extraction plant (like the DEA coal CHP) for gas which has flexible production of heat and electricity within the feasibility diagram of Figure 4 in the study by `Brown et al. `__ We have switched to the DEA back pressure plants since these are more common for smaller plants for biomass, and because the extraction plants were on the back pressure line for 99.5% of the time anyway. The plants were all changed to back pressure in PyPSA-Eur-Sec v0.4.0. **Micro-CHP** -PyPSA-Eur-Sec allows individual buildings to make use of `micro gas CHPs `_ that are assumed to be installed at the distribution grid level. +PyPSA-Eur-Sec allows individual buildings to make use of `micro gas CHPs `__ that are assumed to be installed at the distribution grid level. **Heat pumps** -The coefficient of performance (COP) of air- and ground-sourced heat pumps depends on the ambient or soil temperature respectively. Hence, the COP is a time-varying parameter (refer to `Config `_ file). Generally, the COP will be lower during winter when temperatures are low. Because the ambient temperature is more volatile than the soil temperature, the COP of ground-sourced heat pumps is less variable. Moreover, the COP depends on the difference between the source and sink temperatures: +The coefficient of performance (COP) of air- and ground-sourced heat pumps depends on the ambient or soil temperature respectively. Hence, the COP is a time-varying parameter (refer to `Config `__ file). Generally, the COP will be lower during winter when temperatures are low. Because the ambient temperature is more volatile than the soil temperature, the COP of ground-sourced heat pumps is less variable. Moreover, the COP depends on the difference between the source and sink temperatures: .. math:: \Delta T = T_{sink} − T_{source} -For the sink water temperature Tsink we assume 55 °C [`Config `_ file]. For the time- and location-dependent source temperatures Tsource, we rely on the `ERA5 `_ reanalysis weather data. The temperature differences are converted into COP time series using results from a regression analysis performed in the study by `Stafell et al. `_. For air-sourced heat pumps (ASHP), we use the function: +For the sink water temperature Tsink we assume 55 °C [`Config `__ file]. For the time- and location-dependent source temperatures Tsource, we rely on the `ERA5 `__ reanalysis weather data. The temperature differences are converted into COP time series using results from a regression analysis performed in the study by `Stafell et al. `__. For air-sourced heat pumps (ASHP), we use the function: .. math:: COP (\Delta T) = 6.81 - 0.121\Delta T + 0.000630\Delta T^2 @@ -142,44 +142,44 @@ for ground-sourced heat pumps (GSHP), we use the function: **Resistive heaters** -Can be activated in Config from the `boilers `_ option. -Resistive heaters produce heat with a fixed conversion efficiency (refer to `Technology-data repository `_ ). +Can be activated in Config from the `boilers `__ option. +Resistive heaters produce heat with a fixed conversion efficiency (refer to `Technology-data repository `__ ). **Gas, oil, and biomass boilers** -Can be activated in Config from the `boilers `_ , `oil boilers `_ , and `biomass boiler `_ option. +Can be activated in Config from the `boilers `__ , `oil boilers `__ , and `biomass boiler `__ option. Similar to resistive heaters, boilers have a fixed efficiency and produce heat using gas, oil or biomass. **Solar thermal collectors** -Can be activated in the config file from the `solar_thermal `_ option. -Solar thermal profiles are built based on weather data and also have the `options `_ for setting the sky model and the orientation of the panel in the config file, which are then used by the atlite tool to calculate the solar resource time series. +Can be activated in the config file from the `solar_thermal `__ option. +Solar thermal profiles are built based on weather data and also have the `options `__ for setting the sky model and the orientation of the panel in the config file, which are then used by the atlite tool to calculate the solar resource time series. **Waste heat from Fuel Cells, Methanation and Fischer-Tropsch plants** -Waste heat from `fuel cells `_ in addition to processes like `Fischer-Tropsch `_, methanation, and Direct Air Capture (DAC) is dumped into district heating networks. +Waste heat from `fuel cells `__ in addition to processes like `Fischer-Tropsch `__, methanation, and Direct Air Capture (DAC) is dumped into district heating networks. **Existing heating capacities and decommissioning** -For the myopic transition paths, capacities already existing for technologies supplying heat are retrieved from `“Mapping and analyses of the current and future (2020 - 2030)” `_ . For the sake of simplicity, coal, oil and gas boiler capacities are assimilated to gas boilers. Besides that, existing capacities for heat resistors, air-sourced and ground-sourced heat pumps are included in the model. For heating capacities, 25% of existing capacities in 2015 are assumed to be decommissioned in every 5-year time step after 2020. +For the myopic transition paths, capacities already existing for technologies supplying heat are retrieved from `“Mapping and analyses of the current and future (2020 - 2030)” `__ . For the sake of simplicity, coal, oil and gas boiler capacities are assimilated to gas boilers. Besides that, existing capacities for heat resistors, air-sourced and ground-sourced heat pumps are included in the model. For heating capacities, 25% of existing capacities in 2015 are assumed to be decommissioned in every 5-year time step after 2020. **Thermal Energy Storage** -Activated in Config from the `tes `_ option. +Activated in Config from the `tes `__ option. -Thermal energy can be stored in large water pits associated with district heating systems and individual thermal energy storage (TES), i.e., small water tanks. Water tanks are modelled as `stores `_. -A thermal energy density of 46.8 kWh :math:`_{th}`/m3 is assumed, corresponding to a temperature difference of 40 K. The decay of thermal energy in the stores: 1- :math:`e^{-1/24τ}` is assumed to have a time constant of  τ=180 days for central TES and  τ=3 days for individual TES, both modifiable through `tes_tau `_ in config file. Charging and discharging efficiencies are 90% due to pipe losses. +Thermal energy can be stored in large water pits associated with district heating systems and individual thermal energy storage (TES), i.e., small water tanks. Water tanks are modelled as `stores `__. +A thermal energy density of 46.8 kWh :math:`_{th}`/m3 is assumed, corresponding to a temperature difference of 40 K. The decay of thermal energy in the stores: 1- :math:`e^{-1/24τ}` is assumed to have a time constant of  τ=180 days for central TES and  τ=3 days for individual TES, both modifiable through `tes_tau `__ in config file. Charging and discharging efficiencies are 90% due to pipe losses. **Retrofitting of the thermal envelope of buildings** -Co-optimising building renovation is only enabled if in the `config `_ file. To reduce the computational burden, +Co-optimising building renovation is only enabled if in the `config `__ file. To reduce the computational burden, default setting is set as false. Renovation of the thermal envelope reduces the space heating demand and is optimised at each node for every heat bus. Renovation measures through additional insulation material and replacement of energy inefficient windows are considered. -In a first step, costs per energy savings are estimated in the `build_retro_cost.py `_ script. +In a first step, costs per energy savings are estimated in the `build_retro_cost.py `__ script. They depend on the insulation condition of the building stock and costs for renovation of the building elements. In a second step, for those cost per energy savings two possible renovation @@ -187,12 +187,12 @@ strengths are determined: a moderate renovation with lower costs and lower maximum possible space heat savings, and an ambitious renovation with associated higher costs and higher efficiency gains. They are added by step-wise linearisation in form of two additional generations in -the `prepare_sector_network.py `_ script. +the `prepare_sector_network.py `__ script. Settings in the ``config/config.yaml`` concerning the endogenously optimisation of building -renovation include `cost factor `_, `interest rate `_, `annualised cost `_, `tax weighting `_, and `construction index `_. +renovation include `cost factor `__, `interest rate `__, `annualised cost `__, `tax weighting `__, and `construction index `__. -Further information are given in the study by Zeyen et al. : `Mitigating heat demand peaks in buildings in a highly renewable European energy system, (2021) `_. +Further information are given in the study by Zeyen et al. : `Mitigating heat demand peaks in buildings in a highly renewable European energy system, (2021) `__. .. _Hydrogen demand: @@ -200,7 +200,7 @@ Hydrogen demand ============================= Hydrogen is consumed in the industry sector (see :ref:`Industry demand`) to produce ammonia (see :ref:`Chemicals Industry`) and direct reduced iron (DRI) (see :ref:`Iron and Steel`). Hydrogen is also consumed to produce synthetic methane (see :ref:`Methane supply`) and liquid hydrocarbons (see :ref:`Oil-based products supply`) which have multiple uses in industry and other sectors. -Hydrogen is also used for transport applications (see :ref:`Transportation`), where it is exogenously fixed. It is used in `heavy-duty land transport `_ and as liquified hydrogen in the shipping sector (see :ref:`Shipping`). Furthermore, stationary fuel cells may re-electrify hydrogen (with waste heat as a byproduct) to balance renewable fluctuations (see :ref:`Electricity supply and demand`). The waste heat from the stationary fuel cells can be used in `district-heating systems `_. +Hydrogen is also used for transport applications (see :ref:`Transportation`), where it is exogenously fixed. It is used in `heavy-duty land transport `__ and as liquified hydrogen in the shipping sector (see :ref:`Shipping`). Furthermore, stationary fuel cells may re-electrify hydrogen (with waste heat as a byproduct) to balance renewable fluctuations (see :ref:`Electricity supply and demand`). The waste heat from the stationary fuel cells can be used in `district-heating systems `__. .. _Hydrogen supply: @@ -220,7 +220,7 @@ combined with a water-gas shift reaction CO + H_2O \xrightarrow{} CO_2 + H_2 -SMR is included `here `_. +SMR is included `here `__. PyPSA-Eur-Sec allows this route of :math:`H_2` production with and without [carbon capture (CC)] (see :ref:`Carbon dioxide capture, usage and sequestration (CCU/S)`). These routes are often referred to as blue and grey hydrogen. Here, methane input can be both of fossil or synthetic origin. Green hydrogen can be produced by electrolysis to split water into hydrogen and oxygen @@ -234,12 +234,12 @@ For the electrolysis, alkaline electrolysers are chosen since they have lower co **Transport** -Hydrogen is transported by pipelines. :math:`H_2` pipelines are endogenously generated, either via a greenfield :math:`H_2` network, or by `retrofitting natural gas pipelines `_). Retrofitting is implemented in such a way that for every unit of decommissioned gas pipeline, a share (60% is used in the study by `Neumann et al. `_) of its nominal capacity (exogenously determined in the `config file `_.) is available for hydrogen transport. When the gas network is not resolved, this input denotes the potential for gas pipelines repurposed into hydrogen pipelines. +Hydrogen is transported by pipelines. :math:`H_2` pipelines are endogenously generated, either via a greenfield :math:`H_2` network, or by `retrofitting natural gas pipelines `__). Retrofitting is implemented in such a way that for every unit of decommissioned gas pipeline, a share (60% is used in the study by `Neumann et al. `__) of its nominal capacity (exogenously determined in the `config file `__.) is available for hydrogen transport. When the gas network is not resolved, this input denotes the potential for gas pipelines repurposed into hydrogen pipelines. New pipelines can be built additionally on all routes where there currently is a gas or electricity network connection. These new pipelines will be built where no sufficient retrofitting options are available. The capacities of new and repurposed pipelines are a result of the optimisation. **Storage** -Hydrogen can be stored in overground steel tanks or `underground salt caverns `_. For the latter, energy storage capacities in every country are limited to the potential estimation for onshore salt caverns within `50 km `_ of shore to avoid environmental issues associated with brine solution disposal. Underground storage potentials for hydrogen in European salt caverns is acquired from `Caglayan et al. `_ +Hydrogen can be stored in overground steel tanks or `underground salt caverns `__. For the latter, energy storage capacities in every country are limited to the potential estimation for onshore salt caverns within `50 km `__ of shore to avoid environmental issues associated with brine solution disposal. Underground storage potentials for hydrogen in European salt caverns is acquired from `Caglayan et al. `__ .. _Methane demand: @@ -253,7 +253,7 @@ Methane is used in individual and large-scale gas boilers, in CHP plants with an Methane supply =================================== -In addition to methane from fossil origins, the model also considers biogenic and synthetic sources. `The gas network can either be modelled, or it can be assumed that gas transport is not limited `_. If gas infrastructure is regionally resolved, fossil gas can enter the system only at existing and planned LNG terminals, pipeline entry-points, and intra- European gas extraction sites, which are retrieved from the SciGRID Gas IGGIELGN dataset and the GEM Wiki. +In addition to methane from fossil origins, the model also considers biogenic and synthetic sources. `The gas network can either be modelled, or it can be assumed that gas transport is not limited `__. If gas infrastructure is regionally resolved, fossil gas can enter the system only at existing and planned LNG terminals, pipeline entry-points, and intra- European gas extraction sites, which are retrieved from the SciGRID Gas IGGIELGN dataset and the GEM Wiki. Biogas can be upgraded to methane. Synthetic methane can be produced by processing hydrogen and captures :math:`CO_2` in the Sabatier reaction @@ -275,7 +275,7 @@ The following figure shows the unclustered European gas transmission network bas Biomass Supply ===================== -Biomass supply potentials for each European country are taken from the `JRC ENSPRESO database `_ where data is available for various years (2010, 2020, 2030, 2040 and 2050) and scenarios (low, medium, high). No biomass import from outside Europe is assumed. More information on the data set can be found `here `_. +Biomass supply potentials for each European country are taken from the `JRC ENSPRESO database `__ where data is available for various years (2010, 2020, 2030, 2040 and 2050) and scenarios (low, medium, high). No biomass import from outside Europe is assumed. More information on the data set can be found `here `__. .. _Biomass demand: @@ -283,19 +283,19 @@ Biomass demand ===================== -Biomass supply potentials for every NUTS2 region are taken from the `JRC ENSPRESO database `_ where data is available for various years (2010, 2020, 2030, 2040 and 2050) and different availability scenarios (low, medium, high). No biomass import from outside Europe is assumed. More information on the data set can be found `here `_. The data for NUTS2 regions is mapped to PyPSA-Eur-Sec model regions in proportion to the area overlap. +Biomass supply potentials for every NUTS2 region are taken from the `JRC ENSPRESO database `__ where data is available for various years (2010, 2020, 2030, 2040 and 2050) and different availability scenarios (low, medium, high). No biomass import from outside Europe is assumed. More information on the data set can be found `here `__. The data for NUTS2 regions is mapped to PyPSA-Eur-Sec model regions in proportion to the area overlap. -The desired scenario can be selected in the PyPSA-Eur-Sec `configuration `_. The script for building the biomass potentials from the JRC ENSPRESO data base is located `here `_. Consult the script to see the keywords that specify the scenario options. +The desired scenario can be selected in the PyPSA-Eur-Sec `configuration `__. The script for building the biomass potentials from the JRC ENSPRESO data base is located `here `__. Consult the script to see the keywords that specify the scenario options. -The `configuration `_ also allows the user to define how the various types of biomass are used in the model by using the following categories: biogas, solid biomass, and not included. Feedstocks categorized as biogas, typically manure and sludge waste, are available to the model as biogas, which can be upgraded to biomethane. Feedstocks categorized as solid biomass, e.g. secondary forest residues or municipal waste, are available for combustion in combined-heat-and power (CHP) plants and for medium temperature heat (below 500 °C) applications in industry. It can also converted to gas or liquid fuels. +The `configuration `__ also allows the user to define how the various types of biomass are used in the model by using the following categories: biogas, solid biomass, and not included. Feedstocks categorized as biogas, typically manure and sludge waste, are available to the model as biogas, which can be upgraded to biomethane. Feedstocks categorized as solid biomass, e.g. secondary forest residues or municipal waste, are available for combustion in combined-heat-and power (CHP) plants and for medium temperature heat (below 500 °C) applications in industry. It can also converted to gas or liquid fuels. Feedstocks labeled as not included are ignored by the model. -A `typical use case for biomass `_ would be the medium availability scenario for 2030 where only residues from agriculture and forestry as well as biodegradable municipal waste are considered as energy feedstocks. Fuel crops are avoided because they compete with scarce land for food production, while primary wood, as well as wood chips and pellets, are avoided because of concerns about sustainability. See the supporting materials of the `paper `_ for more details. +A `typical use case for biomass `__ would be the medium availability scenario for 2030 where only residues from agriculture and forestry as well as biodegradable municipal waste are considered as energy feedstocks. Fuel crops are avoided because they compete with scarce land for food production, while primary wood, as well as wood chips and pellets, are avoided because of concerns about sustainability. See the supporting materials of the `paper `__ for more details. *Solid biomass conversion and use* @@ -303,19 +303,19 @@ A `typical use case for biomass `_ would be th Solid biomass can be used directly to provide process heat up to 500˚C in the industry. It can also be burned in CHP plants and boilers associated with heating systems. These technologies are described elsewhere (see :ref:`Large-scale CHP` and :ref:`Industry demand`). -Solid biomass can be converted to syngas if the option is enabled in the `config file `_. In this case the model will enable the technology BioSNG both with and without the option for carbon capture (see `Technology-data repository `_). +Solid biomass can be converted to syngas if the option is enabled in the `config file `__. In this case the model will enable the technology BioSNG both with and without the option for carbon capture (see `Technology-data repository `__). -Liquefaction of solid biomass `can be enabled `_ allowing the model to convert it into liquid hydrocarbons that can replace conventional oil products. This technology also comes with and without carbon capture (see `Technology-data repository `_). +Liquefaction of solid biomass `can be enabled `__ allowing the model to convert it into liquid hydrocarbons that can replace conventional oil products. This technology also comes with and without carbon capture (see `Technology-data repository `__). *Transport of solid biomass* -The transport of solid biomass can either be assumed unlimited between countries or it can be associated with a country specific cost per MWh/km. In the config file these options are toggled `here `_. If the option is off, use of solid biomass is transport. If it is turned on, a biomass transport network will be `created `_ between all nodes. This network resembles road transport of biomass and the cost of transportation is a variable cost which is proportional to distance and a country specific cost per MWh/km. The latter is `estimated `_ from the country specific costs per ton/km used in the publication `“The JRC-EU-TIMES model. Bioenergy potentials for EU and neighbouring countries” `_. +The transport of solid biomass can either be assumed unlimited between countries or it can be associated with a country specific cost per MWh/km. In the config file these options are toggled `here `__. If the option is off, use of solid biomass is transport. If it is turned on, a biomass transport network will be `created `__ between all nodes. This network resembles road transport of biomass and the cost of transportation is a variable cost which is proportional to distance and a country specific cost per MWh/km. The latter is `estimated `__ from the country specific costs per ton/km used in the publication `“The JRC-EU-TIMES model. Bioenergy potentials for EU and neighbouring countries” `__. *Biogas transport and use* -Biogas will be aggregated into a common European resources if a gas network is not modelled explicitly, i.e., the `gas_network `_ option is set to false. If, on the other hand, a gas network is included, the biogas potential will be associated with each node of origin. +Biogas will be aggregated into a common European resources if a gas network is not modelled explicitly, i.e., the `gas_network `__ option is set to false. If, on the other hand, a gas network is included, the biogas potential will be associated with each node of origin. The model can only use biogas by first upgrading it to natural gas quality [see :ref:`Methane supply`] (bio methane) which is fed into the general gas network. .. _Oil-based products demand: @@ -338,7 +338,7 @@ Oil-based products can be either of fossil origin or synthetically produced by c 𝑛CO+(2𝑛+1)H_2 → C_{n}H_{2n + 2} +𝑛H_2O -with costs as included from the `technology-data repository `_. The waste heat from the Fischer-Tropsch process is supplied to `district heating networks `_. The share of fossil and synthetic oil is an optimisation result depending on the techno-economic assumptions. +with costs as included from the `technology-data repository `__. The waste heat from the Fischer-Tropsch process is supplied to `district heating networks `__. The share of fossil and synthetic oil is an optimisation result depending on the techno-economic assumptions. *Oil-based transport* @@ -361,24 +361,24 @@ The Subsection overview below provides a general description of the modelling ap Greenhouse gas emissions associated with industry can be classified into energy-related and process-related emissions. Today, fossil fuels are used for process heat energy in the chemicals industry, but also as a non-energy feedstock for chemicals like ammonia ( :math:`NH_3`), ethylene ( :math:`C_2H_4`) and methanol ( :math:`CH_3OH`). Energy-related emissions can be curbed by using low-emission energy sources. The only option to reduce process-related emissions is by using an alternative manufacturing process or by assuming a certain rate of recycling so that a lower amount of virgin material is needed. -The overarching modelling procedure can be described as follows. First, the energy demands and process emissions for every unit of material output are estimated based on data from the `JRC-IDEES database `_ and the fuel and process switching described in the subsequent sections. Second, the 2050 energy demands and process emissions are calculated using the per-unit-of-material ratios based on the industry transformations and the `country-level material production in 2015 `_, assuming constant material demand. +The overarching modelling procedure can be described as follows. First, the energy demands and process emissions for every unit of material output are estimated based on data from the `JRC-IDEES database `__ and the fuel and process switching described in the subsequent sections. Second, the 2050 energy demands and process emissions are calculated using the per-unit-of-material ratios based on the industry transformations and the `country-level material production in 2015 `__, assuming constant material demand. -Missing or too coarsely aggregated data in the JRC-IDEES database is supplemented with additional datasets: `Eurostat energy balances `_, `United States `_, `Geological Survey `_ for ammonia production, `DECHEMA `_ for methanol and chlorine, and `national statistics from Switzerland `_. +Missing or too coarsely aggregated data in the JRC-IDEES database is supplemented with additional datasets: `Eurostat energy balances `__, `United States `__, `Geological Survey `__ for ammonia production, `DECHEMA `__ for methanol and chlorine, and `national statistics from Switzerland `__. Where there are fossil and electrified alternatives for the same process (e.g. in glass manufacture or drying), we assume that the process is completely electrified. Current electricity demands (lighting, air compressors, motor drives, fans, pumps) will remain electric. Processes that require temperatures below 500 °C are supplied with solid biomass, since we assume that residues and wastes are not suitable for high-temperature applications. We see solid biomass use primarily in the pulp and paper industry, where it is already widespread, and in food, beverages and tobacco, where it replaces natural gas. Industries which require high temperatures (above 500 °C), such as metals, chemicals and non-metallic minerals are either electrified where suitable processes already exist, or the heat is provided with synthetic methane. Hydrogen for high-temperature process heat is not part of the model currently. -Where process heat is required, our approach depends on the necessary temperature. For example, due to the high share of high-temperature process heat demand (see `Naegler et al. `_ and `Rehfeldt el al. `_), we disregard geothermal and solar thermal energy as sources for process heat since they cannot attain high-temperature heat. +Where process heat is required, our approach depends on the necessary temperature. For example, due to the high share of high-temperature process heat demand (see `Naegler et al. `__ and `Rehfeldt el al. `__), we disregard geothermal and solar thermal energy as sources for process heat since they cannot attain high-temperature heat. -The following figure shows the final consumption of energy and non-energy feedstocks in industry today in comparison to the scenario in 2050 assumed in `Neumann et al `_. +The following figure shows the final consumption of energy and non-energy feedstocks in industry today in comparison to the scenario in 2050 assumed in `Neumann et al `__. .. image:: ../graphics/fec_industry_today_tomorrow.png The following figure shows the process emissions in industry today (top bar) and in 2050 without -carbon capture (bottom bar) assumed in `Neumann et al `_. +carbon capture (bottom bar) assumed in `Neumann et al `__. @@ -386,7 +386,7 @@ carbon capture (bottom bar) assumed in `Neumann et al `_, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. +Inside each country the industrial demand is then distributed using the `Hotmaps Industrial Database `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. .. image:: ../graphics/hotmaps.png @@ -395,7 +395,7 @@ Inside each country the industrial demand is then distributed using the `Hotmaps **Iron and Steel** -Two alternative routes are used today to manufacture steel in Europe. The primary route (integrated steelworks) represents 60% of steel production, while the secondary route (electric arc furnaces, EAF), represents the other 40% `(Lechtenböhmer et. al) `_. +Two alternative routes are used today to manufacture steel in Europe. The primary route (integrated steelworks) represents 60% of steel production, while the secondary route (electric arc furnaces, EAF), represents the other 40% `(Lechtenböhmer et. al) `__. The primary route uses blast furnaces in which coke is used to reduce iron ore into molten iron, which is then converted into steel: @@ -415,9 +415,9 @@ The primary route uses blast furnaces in which coke is used to reduce iron ore i FeO + CO \xrightarrow{} Fe + CO_2 -The primary route of steelmaking implies large process emissions of 0.22 t :math:`_{CO_2}` /t of steel, amounting to 7% of global greenhouse gas emissions `(Vogl et. al) `_. +The primary route of steelmaking implies large process emissions of 0.22 t :math:`_{CO_2}` /t of steel, amounting to 7% of global greenhouse gas emissions `(Vogl et. al) `__. -In the secondary route, electric arc furnaces are used to melt scrap metal. This limits the :math:`CO_2` emissions to the burning of graphite electrodes `(Friedrichsen et. al) `_, and reduces process emissions to 0.03 t :math:`_{CO_2}` /t of steel. +In the secondary route, electric arc furnaces are used to melt scrap metal. This limits the :math:`CO_2` emissions to the burning of graphite electrodes `(Friedrichsen et. al) `__, and reduces process emissions to 0.03 t :math:`_{CO_2}` /t of steel. We assume that the primary route can be replaced by a third route in 2050, using direct reduced iron (DRI) and subsequent processing in an EAF. @@ -433,10 +433,10 @@ We assume that the primary route can be replaced by a third route in 2050, using FeO + H_2 \xrightarrow{} Fe + H_2O -This circumvents the process emissions associated with the use of coke. For hydrogen- based DRI, we assume energy requirements of 1.7 MWh :math:`_{H_2}` /t steel `(Vogl et. al) `_ and 0.322 MWh :math:`_{el}`/t steel `(HYBRIT 2016) `_. +This circumvents the process emissions associated with the use of coke. For hydrogen- based DRI, we assume energy requirements of 1.7 MWh :math:`_{H_2}` /t steel `(Vogl et. al) `__ and 0.322 MWh :math:`_{el}`/t steel `(HYBRIT 2016) `__. -The share of steel produced via the primary route is exogenously set in the `config file `_. The share of steel obtained via hydrogen-based DRI plus EAF is also set exogenously in the `config file `_. The remaining share is manufactured through the secondary route using scrap metal in EAF. Bioenergy as alternative to coke in blast furnaces is not considered in the model (`Mandova et.al `_, `Suopajärvi et.al `_). +The share of steel produced via the primary route is exogenously set in the `config file `__. The share of steel obtained via hydrogen-based DRI plus EAF is also set exogenously in the `config file `__. The remaining share is manufactured through the secondary route using scrap metal in EAF. Bioenergy as alternative to coke in blast furnaces is not considered in the model (`Mandova et.al `__, `Suopajärvi et.al `__). For the remaining subprocesses in this sector, the following transformations are assumed. Methane is used as energy source for the smelting process. Activities associated with furnaces, refining and rolling, and product finishing are electrified assuming the current efficiency values for these cases. These transformations result in changes in process emissions as outlined in the process emissions figure presented in the industry overview section (see :ref:`Overview`). @@ -446,28 +446,28 @@ For the remaining subprocesses in this sector, the following transformations are The chemicals industry includes a wide range of diverse industries, including the production of basic organic compounds (olefins, alcohols, aromatics), basic inorganic compounds (ammonia, chlorine), polymers (plastics), and end-user products (cosmetics, pharmaceutics). -The chemicals industry consumes large amounts of fossil-fuel based feedstocks (see `Levi et. al `_), which can also be produced from renewables as outlined for hydrogen (see :ref:`Hydrogen supply`), for methane (see :ref:`Methane supply`), and for oil-based products (see :ref:`Oil-based products supply`). The ratio between synthetic and fossil-based fuels used in the industry is an endogenous result of the optimisation. +The chemicals industry consumes large amounts of fossil-fuel based feedstocks (see `Levi et. al `__), which can also be produced from renewables as outlined for hydrogen (see :ref:`Hydrogen supply`), for methane (see :ref:`Methane supply`), and for oil-based products (see :ref:`Oil-based products supply`). The ratio between synthetic and fossil-based fuels used in the industry is an endogenous result of the optimisation. -The basic chemicals consumption data from the `JRC IDEES `_ database comprises high- value chemicals (ethylene, propylene and BTX), chlorine, methanol and ammonia. However, it is necessary to separate out these chemicals because their current and future production routes are different. +The basic chemicals consumption data from the `JRC IDEES `__ database comprises high- value chemicals (ethylene, propylene and BTX), chlorine, methanol and ammonia. However, it is necessary to separate out these chemicals because their current and future production routes are different. -Statistics for the production of ammonia, which is commonly used as a fertilizer, are taken from the `USGS `_ for every country. Ammonia can be made from hydrogen and nitrogen using the Haber-Bosch process. +Statistics for the production of ammonia, which is commonly used as a fertilizer, are taken from the `USGS `__ for every country. Ammonia can be made from hydrogen and nitrogen using the Haber-Bosch process. .. math:: N_2 + 3H_2 \xrightarrow{} 2NH_3 -The Haber-Bosch process is not explicitly represented in the model, such that demand for ammonia enters the model as a demand for hydrogen ( 6.5 MWh :math:`_{H_2}` / t :math:`_{NH_3}` ) and electricity ( 1.17 MWh :math:`_{el}` /t :math:`_{NH_3}` ) (see `Wang et. al `_). Today, natural gas dominates in Europe as the source for the hydrogen used in the Haber-Bosch process, but the model can choose among the various hydrogen supply options described in the hydrogen section (see :ref:`Hydrogen supply`) +The Haber-Bosch process is not explicitly represented in the model, such that demand for ammonia enters the model as a demand for hydrogen ( 6.5 MWh :math:`_{H_2}` / t :math:`_{NH_3}` ) and electricity ( 1.17 MWh :math:`_{el}` /t :math:`_{NH_3}` ) (see `Wang et. al `__). Today, natural gas dominates in Europe as the source for the hydrogen used in the Haber-Bosch process, but the model can choose among the various hydrogen supply options described in the hydrogen section (see :ref:`Hydrogen supply`) -The total production and specific energy consumption of chlorine and methanol is taken from a `DECHEMA report `_. According to this source, the production of chlorine amounts to 9.58 MtCl/a, which is assumed to require electricity at 3.6 MWh :math:`_{el}`/t of chlorine and yield hydrogen at 0.937 MWh :math:`_{H_2}`/t of chlorine in the chloralkali process. The production of methanol adds up to 1.5 MtMeOH/a, requiring electricity at 0.167 MWh :math:`_{el}`/t of methanol and methane at 10.25 MWh :math:`_{CH_4}`/t of methanol. +The total production and specific energy consumption of chlorine and methanol is taken from a `DECHEMA report `__. According to this source, the production of chlorine amounts to 9.58 MtCl/a, which is assumed to require electricity at 3.6 MWh :math:`_{el}`/t of chlorine and yield hydrogen at 0.937 MWh :math:`_{H_2}`/t of chlorine in the chloralkali process. The production of methanol adds up to 1.5 MtMeOH/a, requiring electricity at 0.167 MWh :math:`_{el}`/t of methanol and methane at 10.25 MWh :math:`_{CH_4}`/t of methanol. -The production of ammonia, methanol, and chlorine production is deducted from the JRC IDEES basic chemicals, leaving the production totals of high-value chemicals. For this, we assume that the liquid hydrocarbon feedstock comes from synthetic or fossil- origin naphtha (14 MWh :math:`_{naphtha}`/t of HVC, similar to `Lechtenböhmer et al `_), ignoring the methanol-to-olefin route. Furthermore, we assume the following transformations of the energy-consuming processes in the production of plastics: the final energy consumption in steam processing is converted to methane since requires temperature above 500 °C (4.1 MWh :math:`_{CH_4}` /t of HVC, see `Rehfeldt et al. `_); and the remaining processes are electrified using the current efficiency of microwave for high-enthalpy heat processing, electric furnaces, electric process cooling and electric generic processes (2.85 MWh :math:`_{el}`/t of HVC). +The production of ammonia, methanol, and chlorine production is deducted from the JRC IDEES basic chemicals, leaving the production totals of high-value chemicals. For this, we assume that the liquid hydrocarbon feedstock comes from synthetic or fossil- origin naphtha (14 MWh :math:`_{naphtha}`/t of HVC, similar to `Lechtenböhmer et al `__), ignoring the methanol-to-olefin route. Furthermore, we assume the following transformations of the energy-consuming processes in the production of plastics: the final energy consumption in steam processing is converted to methane since requires temperature above 500 °C (4.1 MWh :math:`_{CH_4}` /t of HVC, see `Rehfeldt et al. `__); and the remaining processes are electrified using the current efficiency of microwave for high-enthalpy heat processing, electric furnaces, electric process cooling and electric generic processes (2.85 MWh :math:`_{el}`/t of HVC). The process emissions from feedstock in the chemical industry are as high as 0.369 t :math:`_{CO_2}`/t of ethylene equivalent. We consider process emissions for all the material output, which is a conservative approach since it assumes that all plastic-embedded :math:`CO_2` will eventually be released into the atmosphere. However, plastic disposal in landfilling will avoid, or at least delay, associated :math:`CO_2` emissions. -Circular economy practices drastically reduce the amount of primary feedstock needed for the production of plastics in the model (see `Kullmann et al. `_, `Meys et al. (2021) `_, `Meys et al. (2020) `_, `Gu et al. `_) and consequently, also the energy demands and level of process emission. The percentage of plastics that are assumed to be mechanically recycled can be selected in the `config file `_, as well as -the percentage that is chemically recycled, see `config file `_ The energy consumption for those recycling processes are respectively 0.547 MWh :math:`_{el}`/t of HVC (as indicated in the `config file `_) (`Meys et al. (2020) `_), and 6.9 MWh :math:`_{el}`/t of HVC (as indicated in the `config file `_) based on pyrolysis and electric steam cracking (see `Materials Economics `_ report). +Circular economy practices drastically reduce the amount of primary feedstock needed for the production of plastics in the model (see `Kullmann et al. `__, `Meys et al. (2021) `__, `Meys et al. (2020) `__, `Gu et al. `__) and consequently, also the energy demands and level of process emission. The percentage of plastics that are assumed to be mechanically recycled can be selected in the `config file `__, as well as +the percentage that is chemically recycled, see `config file `__ The energy consumption for those recycling processes are respectively 0.547 MWh :math:`_{el}`/t of HVC (as indicated in the `config file `__) (`Meys et al. (2020) `__), and 6.9 MWh :math:`_{el}`/t of HVC (as indicated in the `config file `__) based on pyrolysis and electric steam cracking (see `Materials Economics `__ report). **Non-metallic Mineral Products** @@ -476,7 +476,7 @@ This subsector includes the manufacturing of cement, ceramics, and glass. *Cement* -Cement is used in construction to make concrete. The production of cement involves high energy consumption and large process emissions. The calcination of limestone to chemically reactive calcium oxide, also known as lime, involves process emissions of 0.54 t :math:`_{CO_2}` /t cement (see `Akhtar et al. `_. +Cement is used in construction to make concrete. The production of cement involves high energy consumption and large process emissions. The calcination of limestone to chemically reactive calcium oxide, also known as lime, involves process emissions of 0.54 t :math:`_{CO_2}` /t cement (see `Akhtar et al. `__. .. math:: @@ -487,16 +487,16 @@ Additionally, :math:`CO_2` is emitted from the combustion of fossil fuels to pro Cement process emissions can be captured assuming a capture rate of 90%. Whether emissions are captured is decided by the model taking into account the capital costs of carbon capture modules. The electricity and heat demand of process emission carbon capture is currently ignored. For net-zero emission scenarios, the remaining process emissions need to be compensated by negative emissions. -With the exception of electricity demand and biomass demand for low-temperature heat (0.06 MWh/t and 0.2 MWh/t), the final energy consumption of this subsector is assumed to be supplied by methane (0.52 MWh/t), which is capable of delivering the required high-temperature heat. This implies a switch from burning solid fuels to burning gas which will require adjustments of the `kilns <10.1109/CITCON.2013.6525276>`_. The share of fossil vs. synthetic methane consumed is a result of the optimisation +With the exception of electricity demand and biomass demand for low-temperature heat (0.06 MWh/t and 0.2 MWh/t), the final energy consumption of this subsector is assumed to be supplied by methane (0.52 MWh/t), which is capable of delivering the required high-temperature heat. This implies a switch from burning solid fuels to burning gas which will require adjustments of the `kilns <10.1109/CITCON.2013.6525276>`__. The share of fossil vs. synthetic methane consumed is a result of the optimisation *Ceramics* -The ceramics sector is assumed to be fully electrified based on the current efficiency of already electrified processes which include microwave drying and sintering of raw materials, electric kilns for primary production processes, electric furnaces for the `product finishing `_. In total, the final electricity consumption is 0.44 MWh/t of ceramic. The manufacturing of ceramics includes process emissions of 0.03 t :math:`_{CO_2}`/t of ceramic. For a detailed overview of the ceramics industry sector see `Furszyfer Del Rio et al `_. +The ceramics sector is assumed to be fully electrified based on the current efficiency of already electrified processes which include microwave drying and sintering of raw materials, electric kilns for primary production processes, electric furnaces for the `product finishing `__. In total, the final electricity consumption is 0.44 MWh/t of ceramic. The manufacturing of ceramics includes process emissions of 0.03 t :math:`_{CO_2}`/t of ceramic. For a detailed overview of the ceramics industry sector see `Furszyfer Del Rio et al `__. *Glass* -The production of glass is assumed to be fully electrified based on the current efficiency of electric melting tanks and electric annealing which adds up to an electricity demand of 2.07 MWh :math:`_{el}`/t of `glass `_. The manufacturing of glass incurs process emissions of 0.1 t :math:`_{CO_2}`/t of glass. Potential efficiency improvements, which according to `Lechtenböhmer et al `_ could reduce energy demands to 0.85 MW :math:`_{el}`/t of glass, have not been considered. For a detailed overview of the glass industry sector see `Furszyfer Del Rio et al `_. +The production of glass is assumed to be fully electrified based on the current efficiency of electric melting tanks and electric annealing which adds up to an electricity demand of 2.07 MWh :math:`_{el}`/t of `glass `__. The manufacturing of glass incurs process emissions of 0.1 t :math:`_{CO_2}`/t of glass. Potential efficiency improvements, which according to `Lechtenböhmer et al `__ could reduce energy demands to 0.85 MW :math:`_{el}`/t of glass, have not been considered. For a detailed overview of the glass industry sector see `Furszyfer Del Rio et al `__. **Non-ferrous Metals** @@ -511,75 +511,75 @@ The primary route involves two energy-intensive processes: the production of alu 2Al_2O_3 +3C \xrightarrow{} 4Al+3CO_2 -The primary route requires high-enthalpy heat (2.3 MWh/t) to produce alumina which is supplied by methane and causes process emissions of 1.5 t :math:`_{CO_2}`/t aluminium. According to `Friedrichsen et al. `_, inert anodes might become commercially available by 2030 that would eliminate the process emissions, but they are not included in the model. Assuming all subprocesses are electrified, the primary route requires 15.4 MWh :math:`_{el}`/t of aluminium. +The primary route requires high-enthalpy heat (2.3 MWh/t) to produce alumina which is supplied by methane and causes process emissions of 1.5 t :math:`_{CO_2}`/t aluminium. According to `Friedrichsen et al. `__, inert anodes might become commercially available by 2030 that would eliminate the process emissions, but they are not included in the model. Assuming all subprocesses are electrified, the primary route requires 15.4 MWh :math:`_{el}`/t of aluminium. -In the secondary route, scrap aluminium is remelted. The energy demand for this process is only 10% of the primary route and there are no associated process emissions. Assuming all subprocesses are electrified, the secondary route requires 1.7 MWh/t of aluminium. The share of aliminum manufactured by the primary and secondary route can be selected in the `config file `_] +In the secondary route, scrap aluminium is remelted. The energy demand for this process is only 10% of the primary route and there are no associated process emissions. Assuming all subprocesses are electrified, the secondary route requires 1.7 MWh/t of aluminium. The share of aliminum manufactured by the primary and secondary route can be selected in the `config file `__] For the other non-ferrous metals, we assume the electrification of the entire manufacturing process with an average electricity demand of 3.2 MWh :math:`_{el}`/t lead equivalent. **Other Industry Subsectors** -The remaining industry subsectors include (a) pulp, paper, printing, (b) food, beverages, tobacco, (c) textiles and leather, (d) machinery equipment, (e) transport equipment, (f) wood and wood products, (g) others. Low- and mid-temperature process heat in these industries is assumed to be `supplied by biomass `_ while the remaining processes are electrified. None of the subsectors involve process emissions. +The remaining industry subsectors include (a) pulp, paper, printing, (b) food, beverages, tobacco, (c) textiles and leather, (d) machinery equipment, (e) transport equipment, (f) wood and wood products, (g) others. Low- and mid-temperature process heat in these industries is assumed to be `supplied by biomass `__ while the remaining processes are electrified. None of the subsectors involve process emissions. Agriculture demand ========================= -Energy demands for the agriculture, forestry and fishing sector per country are taken from the `JRC-IDEES database `_. Missing countries are filled with `Eurostat data `_. Agricultural energy demands are split into electricity (lighting, ventilation, specific electricity uses, electric pumping devices), heat (specific heat uses, low enthalpy heat), and machinery oil (motor drives, farming machine drives, diesel-fueled pumping devices). Heat demand is assigned at “services rural heat” buses. Time series for demands are assumed to be constant and distributed inside countries by population. +Energy demands for the agriculture, forestry and fishing sector per country are taken from the `JRC-IDEES database `__. Missing countries are filled with `Eurostat data `__. Agricultural energy demands are split into electricity (lighting, ventilation, specific electricity uses, electric pumping devices), heat (specific heat uses, low enthalpy heat), and machinery oil (motor drives, farming machine drives, diesel-fueled pumping devices). Heat demand is assigned at “services rural heat” buses. Time series for demands are assumed to be constant and distributed inside countries by population. .. _Transportation: Transportation ========================= -Annual energy demands for land transport, aviation and shipping for every country are retrieved from `JRC-IDEES data set `_. Below, the details of how each of these categories are treated is explained. +Annual energy demands for land transport, aviation and shipping for every country are retrieved from `JRC-IDEES data set `__. Below, the details of how each of these categories are treated is explained. .. _Land transport: **Land transport** -Both road and rail transport is combined as `land transport demand `_ although electrified rail transport is excluded because that demand is included in the current electricity demand. +Both road and rail transport is combined as `land transport demand `__ although electrified rail transport is excluded because that demand is included in the current electricity demand. -The most important settings for land transport are the exogenously fixed fuel mix (an option enabling the endogeous optimization of transport electrification is planned but not yet implemented). In the `config file `_, the share of battery electric vehicles (BEV) and hydrogen fuel cell vehicles (FCEV) can be set. The remaining percentage will be treated as internal combustion engines (ICE) that consume oil products. +The most important settings for land transport are the exogenously fixed fuel mix (an option enabling the endogeous optimization of transport electrification is planned but not yet implemented). In the `config file `__, the share of battery electric vehicles (BEV) and hydrogen fuel cell vehicles (FCEV) can be set. The remaining percentage will be treated as internal combustion engines (ICE) that consume oil products. *Battery Electric vehicles (BEV)* -For the electrified land transport, country-specific factors are computed by comparing the `current car final energy consumption per km in `_ (average for Europe 0.7 kWh/km) to the 0.18 kWh/km value assumed for battery-to-wheels efficiency in EVs. The characteristic `weekly profile `_ provided by the German Federal Highway Research Institute (BASt) is used to obtain hourly time series for European countries taking into account the corresponding local times. Furthermore, a temperature dependence is included in the time series to account for heating/cooling demand in transport. For temperatures `below `_/`above `_ certain threshold values, e.g. 15 °C/20 °C, `temperature coefficients `_ of typically 0.98%/°C and 0.63%/°C are assumed, based on the `paper `_. +For the electrified land transport, country-specific factors are computed by comparing the `current car final energy consumption per km in `__ (average for Europe 0.7 kWh/km) to the 0.18 kWh/km value assumed for battery-to-wheels efficiency in EVs. The characteristic `weekly profile `__ provided by the German Federal Highway Research Institute (BASt) is used to obtain hourly time series for European countries taking into account the corresponding local times. Furthermore, a temperature dependence is included in the time series to account for heating/cooling demand in transport. For temperatures `below `__/`above `__ certain threshold values, e.g. 15 °C/20 °C, `temperature coefficients `__ of typically 0.98%/°C and 0.63%/°C are assumed, based on the `paper `__. -For BEVs the user can define the `storage energy capacity `_, `charging power capacity `_, and `charging efficiency `_. +For BEVs the user can define the `storage energy capacity `__, `charging power capacity `__, and `charging efficiency `__. -For BEV, smart charging is an option. A `certain share `_ of the BEV fleet can shift their charging time. The BEV state of charge is forced to be higher than a `set percentage `_, e.g. 75%, every day at a `specified hour `_, e.g., 7 am, to ensure that the batteries are sufficiently charged for peak usage in the morning and they not behave as seasonal storage. They also have the option to participate in vehicle-to-grid (V2G) services to facilitate system operation if that `is enabled `_. +For BEV, smart charging is an option. A `certain share `__ of the BEV fleet can shift their charging time. The BEV state of charge is forced to be higher than a `set percentage `__, e.g. 75%, every day at a `specified hour `__, e.g., 7 am, to ensure that the batteries are sufficiently charged for peak usage in the morning and they not behave as seasonal storage. They also have the option to participate in vehicle-to-grid (V2G) services to facilitate system operation if that `is enabled `__. The battery cost of BEV is not included in the model since it is assumed that BEV owners buy them to primarily satisfy their mobility needs. *Hydrogen fuel cell vehicles (FCEV)* The share of all land transport that is specified to be be FCEV will be converted to a demand for hydrogen (see :ref:`Hydrogen supply`) using the `FCEV efficiency -`_. +`__. FCEVs are typically used to simulate demand for transport that is hard to electrify directly, e.g. heavy construction machinery. But it may also be used to investigate a more widespread adoption of the technology. *Internal combustion engine vehicles (ICE)* All land transport that is not specified to be either BEV or FCEV will be treated as conventional ICEs. The transport demand is converted to a demand for oil products (see :ref:`Oil-based products supply`) using the `ICE efficiency -`_. +`__. .. _Aviation: **Aviation** -The `demand for aviation `_ includes international and domestic use. It is modelled as an oil demand since aviation consumes kerosene. This can be produced synthetically or have fossil-origin (see :ref:`Oil-based products supply`). +The `demand for aviation `__ includes international and domestic use. It is modelled as an oil demand since aviation consumes kerosene. This can be produced synthetically or have fossil-origin (see :ref:`Oil-based products supply`). .. _Shipping: **Shipping** -Shipping energy demand is covered by a combination of oil and hydrogen. Other fuel options, like methanol or ammonia, are currently not included in PyPSA-Eur-Sec. The share of shipping that is assumed to be supplied by hydrogen can be selected in the `config file `_. +Shipping energy demand is covered by a combination of oil and hydrogen. Other fuel options, like methanol or ammonia, are currently not included in PyPSA-Eur-Sec. The share of shipping that is assumed to be supplied by hydrogen can be selected in the `config file `__. -To estimate the `hydrogen demand `_, the average fuel efficiency of the fleet is used in combination with the efficiency of the fuel cell defined in the technology-data repository. The average fuel efficiency is set in the `config file `_. +To estimate the `hydrogen demand `__, the average fuel efficiency of the fleet is used in combination with the efficiency of the fuel cell defined in the technology-data repository. The average fuel efficiency is set in the `config file `__. The consumed hydrogen comes from the general hydrogen bus where it can be produced by SMR, SMR+CC or electrolysers (see :ref:`Hydrogen supply`). The fraction that is not converted into hydrogen use oil products, i.e. is connected to the general oil bus. -The energy demand for liquefaction of the hydrogen used for shipping can be `included `_. If this option is selected, liquifaction will happen at the `node where the shipping demand occurs `_. +The energy demand for liquefaction of the hydrogen used for shipping can be `included `__. If this option is selected, liquifaction will happen at the `node where the shipping demand occurs `__. .. _Carbon dioxide capture, usage and sequestration (CCU/S): @@ -600,12 +600,12 @@ For the following point source emissions, carbon capture is applicable: • CHP plants using biomass or methane -• `Coal power plants `_. +• `Coal power plants `__. -Point source emissions are captured assuming a capture rate, e.g. 90%, which can be specified in the `config file `_. The electricity and heat demand of process emission carbon capture +Point source emissions are captured assuming a capture rate, e.g. 90%, which can be specified in the `config file `__. The electricity and heat demand of process emission carbon capture is currently ignored. -DAC (if `included `_) includes the adsorption phase where electricity and heat consumptionsare required to assist the adsorption process and regenerate the adsorbent. It also includes the drying and compression of :math:`CO_2` prior to storage which consumes electricity and rejects heat. +DAC (if `included `__) includes the adsorption phase where electricity and heat consumptionsare required to assist the adsorption process and regenerate the adsorbent. It also includes the drying and compression of :math:`CO_2` prior to storage which consumes electricity and rejects heat. *Carbon dioxide usage* @@ -614,8 +614,8 @@ naphtha). If captured carbon is used, the :math:`CO_2` emissions of the syntheti *Carbon dioxide sequestration* -Captured :math:`CO_2` can also be sequestered underground up to an annual sequestration limit of 200 Mt :math:`_{CO_2}`/a. This limit can be chosen in the `config file `_. As stored carbon dioxide is modelled as a single node for Europe, :math:`CO_2` transport constraints are neglected. Since :math:`CO_2` sequestration is an immature technology, the cost assumption is defined in the `config file `_. +Captured :math:`CO_2` can also be sequestered underground up to an annual sequestration limit of 200 Mt :math:`_{CO_2}`/a. This limit can be chosen in the `config file `__. As stored carbon dioxide is modelled as a single node for Europe, :math:`CO_2` transport constraints are neglected. Since :math:`CO_2` sequestration is an immature technology, the cost assumption is defined in the `config file `__. *Carbon dioxide transport* -Carbon dioxide can be modelled as a single node for Europe (in this case, :math:`CO_2` transport constraints are neglected). A network for modelling the transport of :math:`CO_2` among the different nodes can also be created if selected in the `config file `_. +Carbon dioxide can be modelled as a single node for Europe (in this case, :math:`CO_2` transport constraints are neglected). A network for modelling the transport of :math:`CO_2` among the different nodes can also be created if selected in the `config file `__. diff --git a/doc/support.rst b/doc/support.rst index 1a3e6d089..fc86a9983 100644 --- a/doc/support.rst +++ b/doc/support.rst @@ -7,8 +7,8 @@ Support ####################### -* In case of code-related **questions**, please post on `stack overflow `_. -* For non-programming related and more general questions please refer to the `mailing list `_. -* To **discuss** with other PyPSA users, organise projects, share news, and get in touch with the community you can use the `discord server `_. -* For **bugs and feature requests**, please use the `issue tracker `_. -* We strongly welcome anyone interested in providing **contributions** to this project. If you have any ideas, suggestions or encounter problems, feel invited to file issues or make pull requests on `Github `_. For further information on how to contribute, please refer to :ref:`contributing`. +* In case of code-related **questions**, please post on `stack overflow `__. +* For non-programming related and more general questions please refer to the `mailing list `__. +* To **discuss** with other PyPSA users, organise projects, share news, and get in touch with the community you can use the `discord server `__. +* For **bugs and feature requests**, please use the `issue tracker `__. +* We strongly welcome anyone interested in providing **contributions** to this project. If you have any ideas, suggestions or encounter problems, feel invited to file issues or make pull requests on `Github `__. For further information on how to contribute, please refer to :ref:`contributing`. diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 4f272292d..93bb8e54e 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -323,4 +323,4 @@ Jupyter Notebooks). n = pypsa.Network("results/networks/elec_s_6_ec_lcopt_Co2L-24H.nc") -For inspiration, read the `examples section in the PyPSA documentation `_. +For inspiration, read the `examples section in the PyPSA documentation `__. diff --git a/doc/validation.rst b/doc/validation.rst index e538717ce..afe7a7f37 100644 --- a/doc/validation.rst +++ b/doc/validation.rst @@ -9,7 +9,7 @@ Validation The PyPSA-Eur model workflow provides a built-in mechanism for validation. This allows users to contrast the outcomes of network optimization against the historical behaviour of the European power system. The snakemake rule ``validate_elec_networks`` enables this by generating comparative figures that encapsulate key data points such as dispatch carrier, cross-border flows, and market prices per price zone. -These comparisons utilize data from the 2019 ENTSO-E Transparency Platform. To enable this, an ENTSO-E API key must be inserted into the ``config.yaml`` file. Detailed steps for this process can be found in the user guide `here `_. +These comparisons utilize data from the 2019 ENTSO-E Transparency Platform. To enable this, an ENTSO-E API key must be inserted into the ``config.yaml`` file. Detailed steps for this process can be found in the user guide `here `__. Once the API key is set, the validation workflow can be triggered by running the following command: diff --git a/doc/wildcards.rst b/doc/wildcards.rst index f86ff3115..1fd1646f8 100644 --- a/doc/wildcards.rst +++ b/doc/wildcards.rst @@ -17,7 +17,7 @@ what data to retrieve and what files to produce. .. note:: Detailed explanations of how wildcards work in ``snakemake`` can be found in the - `relevant section of the documentation `_. + `relevant section of the documentation `__. .. _cutout_wc: From 8273b7854027bfba8c961856820dbdfc783689ec Mon Sep 17 00:00:00 2001 From: toniseibold Date: Thu, 11 Apr 2024 16:32:08 +0200 Subject: [PATCH 082/270] file is not used --- data/hydrogen_salt_cavern_potentials.csv | 31 ------------------------ 1 file changed, 31 deletions(-) delete mode 100644 data/hydrogen_salt_cavern_potentials.csv diff --git a/data/hydrogen_salt_cavern_potentials.csv b/data/hydrogen_salt_cavern_potentials.csv deleted file mode 100644 index c1168266c..000000000 --- a/data/hydrogen_salt_cavern_potentials.csv +++ /dev/null @@ -1,31 +0,0 @@ -ct,TWh -AT, -BA, -BE, -BG, -CH, -CZ, -DE,4500 -DK,700 -EE, -ES,350 -FI, -FR, -GB,1050 -GR,120 -HR, -HU, -IE, -IT, -LT, -LU, -LV, -NL,150 -NO, -PL,120 -PT,400 -RO, -RS, -SE, -SI, -SK, From 4d4b8ea2666e141977f7b168452561e37a79f16a Mon Sep 17 00:00:00 2001 From: cpschau Date: Thu, 11 Apr 2024 13:45:02 +0200 Subject: [PATCH 083/270] n.madd instead of pd.concat --- scripts/base_network.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 528f04bfa..706c112e5 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -704,8 +704,14 @@ def _set_shapes(n, country_shapes, offshore_shapes): country_shapes["type"] = "country" offshore_shapes = gpd.read_file(offshore_shapes).rename(columns={"name": "idx"}) offshore_shapes["type"] = "offshore" - all_shapes = pd.concat([country_shapes, offshore_shapes]) - n.shapes = pd.concat([n.shapes, all_shapes], ignore_index=True) + all_shapes = pd.concat([country_shapes, offshore_shapes], ignore_index=True) + n.madd( + "Shape", + all_shapes.index, + geometry=all_shapes.geometry, + idx=all_shapes.idx, + type=all_shapes.type, + ) def base_network( From f2db3c63270b94aabd1cf2d65f16ede0e446b5a2 Mon Sep 17 00:00:00 2001 From: cpschau Date: Thu, 11 Apr 2024 16:26:16 +0200 Subject: [PATCH 084/270] add AC & DC lines --- scripts/base_network.py | 67 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 67 insertions(+) diff --git a/scripts/base_network.py b/scripts/base_network.py index 706c112e5..007505022 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -705,6 +705,10 @@ def _set_shapes(n, country_shapes, offshore_shapes): offshore_shapes = gpd.read_file(offshore_shapes).rename(columns={"name": "idx"}) offshore_shapes["type"] = "offshore" all_shapes = pd.concat([country_shapes, offshore_shapes], ignore_index=True) +<<<<<<< HEAD +======= + +>>>>>>> dce7d57a (add AC & DC lines) n.madd( "Shape", all_shapes.index, @@ -712,6 +716,69 @@ def _set_shapes(n, country_shapes, offshore_shapes): idx=all_shapes.idx, type=all_shapes.type, ) +<<<<<<< HEAD +======= + + # Write the AC and DC line shapes to the network.shapes component + start_index = n.shapes.index.astype(int).max() + 1 + index_AC = pd.RangeIndex(start=start_index, stop=start_index + len(n.lines)) + geo_AC = gpd.GeoSeries( + n.lines.geometry.apply(shapely.wkt.loads).fillna( + n.lines[["bus0", "bus1"]].apply( + lambda x: LineString( + [n.buses.loc[x[0], ["x", "y"]], n.buses.loc[x[1], ["x", "y"]]] + ), + axis=1, + ) + ) + ) + geo_AC.index = index_AC + + n.madd( + "Shape", + index_AC, + geometry=geo_AC.values, + idx=n.lines.index, + component="Line", + type=n.lines.carrier.values, + ) + + if n.links.empty: + return + start_index = n.shapes.index.astype(int).max() + 1 + index_DC = pd.RangeIndex(start=start_index, stop=start_index + len(n.links)) + if "geometry" in n.links.columns: + geo_DC = gpd.GeoSeries( + n.links.geometry.apply(shapely.wkt.loads).fillna( + n.links[["bus0", "bus1"]].apply( + lambda x: LineString( + [n.buses.loc[x[0], ["x", "y"]], n.buses.loc[x[1], ["x", "y"]]] + ), + axis=1, + ) + ) + ) + else: + geo_DC = gpd.GeoSeries( + n.links[["bus0", "bus1"]].apply( + lambda x: LineString( + [n.buses.loc[x[0], ["x", "y"]], n.buses.loc[x[1], ["x", "y"]]] + ), + axis=1, + ) + ) + + geo_DC = gpd.GeoSeries(geo_DC) + + n.madd( + "Shape", + index_DC, + geometry=geo_DC.values, + idx=n.links.index, + component="Link", + type=n.links.carrier.values, + ) +>>>>>>> dce7d57a (add AC & DC lines) def base_network( From c68e3420c0e400398e1cb1fe5cc5295148d157e1 Mon Sep 17 00:00:00 2001 From: cpschau Date: Thu, 11 Apr 2024 16:42:19 +0200 Subject: [PATCH 085/270] clean-up after rebase --- scripts/base_network.py | 9 +-------- 1 file changed, 1 insertion(+), 8 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 007505022..916241a97 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -705,19 +705,13 @@ def _set_shapes(n, country_shapes, offshore_shapes): offshore_shapes = gpd.read_file(offshore_shapes).rename(columns={"name": "idx"}) offshore_shapes["type"] = "offshore" all_shapes = pd.concat([country_shapes, offshore_shapes], ignore_index=True) -<<<<<<< HEAD -======= - ->>>>>>> dce7d57a (add AC & DC lines) n.madd( "Shape", all_shapes.index, geometry=all_shapes.geometry, idx=all_shapes.idx, - type=all_shapes.type, + type=all_shapes["type"], ) -<<<<<<< HEAD -======= # Write the AC and DC line shapes to the network.shapes component start_index = n.shapes.index.astype(int).max() + 1 @@ -778,7 +772,6 @@ def _set_shapes(n, country_shapes, offshore_shapes): component="Link", type=n.links.carrier.values, ) ->>>>>>> dce7d57a (add AC & DC lines) def base_network( From 35713e82b4b25604bc5c5afd7a99bcbd656f5660 Mon Sep 17 00:00:00 2001 From: toniseibold Date: Thu, 11 Apr 2024 16:44:18 +0200 Subject: [PATCH 086/270] Remove heat_load_profile_DK_AdamJensen.csv and license comment --- data/heat_load_profile_DK_AdamJensen.csv | 25 ------------------------ doc/configtables/licenses-sector.csv | 1 - 2 files changed, 26 deletions(-) delete mode 100644 data/heat_load_profile_DK_AdamJensen.csv diff --git a/data/heat_load_profile_DK_AdamJensen.csv b/data/heat_load_profile_DK_AdamJensen.csv deleted file mode 100644 index cb417bde7..000000000 --- a/data/heat_load_profile_DK_AdamJensen.csv +++ /dev/null @@ -1,25 +0,0 @@ -hour,weekday,weekend -0,0.9181438689,0.9421512708 -1,0.9172359071,0.9400891069 -2,0.9269464481,0.9461062015 -3,0.9415047932,0.9535084941 -4,0.9656299507,0.9651094993 -5,1.0221166443,0.9834676747 -6,1.1553090493,1.0124171051 -7,1.2093411031,1.0446615927 -8,1.1470295942,1.088203419 -9,1.0877191341,1.1110334576 -10,1.0418327372,1.0926752822 -11,1.0062977133,1.055488209 -12,0.9837030359,1.0251266112 -13,0.9667570278,0.9990015154 -14,0.9548320932,0.9782897278 -15,0.9509232061,0.9698167237 -16,0.9636973319,0.974288587 -17,0.9799372563,0.9886456216 -18,1.0046501848,1.0084159643 -19,1.0079452419,1.0171243296 -20,0.9860566481,0.9994722379 -21,0.9705228074,0.982761591 -22,0.9586485819,0.9698167237 -23,0.9335023778,0.9515079292 diff --git a/doc/configtables/licenses-sector.csv b/doc/configtables/licenses-sector.csv index 7f20b5a6f..d1660596b 100644 --- a/doc/configtables/licenses-sector.csv +++ b/doc/configtables/licenses-sector.csv @@ -8,7 +8,6 @@ Eurostat Energy Balances,eurostat-energy_balances-*/,Eurostat,https://ec.europa. Swiss energy statistics from Swiss Federal Office of Energy,switzerland-sfoe/,unknown,http://www.bfe.admin.ch/themen/00526/00541/00542/02167/index.html?dossier_id=02169 BASt emobility statistics,emobility/,unknown,http://www.bast.de/DE/Verkehrstechnik/Fachthemen/v2-verkehrszaehlung/Stundenwerte.html?nn=626916 BDEW heating profile,heat_load_profile_BDEW.csv,unknown,https://github.com/oemof/demandlib -heating profiles for Aarhus,heat_load_profile_DK_AdamJensen.csv,unknown,Adam Jensen MA thesis at Aarhus University co2 budgets,co2_budget.csv,CC BY 4.0,https://arxiv.org/abs/2004.11009 existing heating potentials,existing_infrastructure/existing_heating_raw.csv,unknown,https://energy.ec.europa.eu/publications/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment-fossilrenewables-1_en IRENA existing VRE capacities,existing_infrastructure/{solar|onwind|offwind}_capcity_IRENA.csv,unknown,https://www.irena.org/Statistics/Download-Data From 1867e510e26d22790d1efd1c50078c213082a71a Mon Sep 17 00:00:00 2001 From: cpschau Date: Thu, 11 Apr 2024 17:14:17 +0200 Subject: [PATCH 087/270] remove redundant line --- scripts/base_network.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 916241a97..663e995f3 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -762,8 +762,6 @@ def _set_shapes(n, country_shapes, offshore_shapes): ) ) - geo_DC = gpd.GeoSeries(geo_DC) - n.madd( "Shape", index_DC, From 7dd1d8fb59065f4b6782caf46f5261f5530f625a Mon Sep 17 00:00:00 2001 From: toniseibold Date: Thu, 11 Apr 2024 17:46:44 +0200 Subject: [PATCH 088/270] delete biomass JRC from license file --- doc/configtables/licenses-sector.csv | 1 - 1 file changed, 1 deletion(-) diff --git a/doc/configtables/licenses-sector.csv b/doc/configtables/licenses-sector.csv index d1660596b..a44e0a5d5 100644 --- a/doc/configtables/licenses-sector.csv +++ b/doc/configtables/licenses-sector.csv @@ -1,7 +1,6 @@ description,file/folder,licence,source JRC IDEES database,jrc-idees-2015/,CC BY 4.0,https://ec.europa.eu/jrc/en/potencia/jrc-idees urban/rural fraction,urban_percent.csv,unknown,unknown -JRC biomass potentials,biomass/,unknown,https://doi.org/10.2790/39014 JRC ENSPRESO biomass potentials,remote,CC BY 4.0,https://data.jrc.ec.europa.eu/dataset/74ed5a04-7d74-4807-9eab-b94774309d9f EEA emission statistics,eea/UNFCCC_v23.csv,EEA standard re-use policy,https://www.eea.europa.eu/data-and-maps/data/national-emissions-reported-to-the-unfccc-and-to-the-eu-greenhouse-gas-monitoring-mechanism-16 Eurostat Energy Balances,eurostat-energy_balances-*/,Eurostat,https://ec.europa.eu/eurostat/web/energy/data/energy-balances From 038575dfc0c3dd9139c2253aa6cfa2c3ff596d40 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 11 Apr 2024 19:14:45 +0200 Subject: [PATCH 089/270] skip heat bus for CHPs in places where no central heating --- scripts/add_existing_baseyear.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f445efe34..f10280991 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -362,13 +362,20 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas ) else: key = "central solid biomass CHP" + central_heat = n.buses.query( + "carrier == 'urban central heat'" + ).location.unique() + heat_buses = new_capacity.index.map( + lambda i: i + " urban central heat" if i in central_heat else "" + ) + n.madd( "Link", new_capacity.index, suffix=name_suffix, bus0=spatial.biomass.df.loc[new_capacity.index]["nodes"].values, bus1=new_capacity.index, - bus2=new_capacity.index + " urban central heat", + bus2=heat_buses, carrier=generator, p_nom=new_capacity / costs.at[key, "efficiency"], capital_cost=costs.at[key, "fixed"] From 3b31b99dd2d2f48c30eda741b6b21c07b0895cef Mon Sep 17 00:00:00 2001 From: toniseibold Date: Fri, 12 Apr 2024 10:01:09 +0200 Subject: [PATCH 090/270] removing the output file eia_hydro_stats.csv --- rules/build_electricity.smk | 1 - scripts/build_hydro_profile.py | 2 -- 2 files changed, 3 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index f84a99691..65e241896 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -360,7 +360,6 @@ rule build_hydro_profile: + ".nc", output: profile=resources("profile_hydro.nc"), - eia_hydro=resources("eia_hydro_stats.csv"), log: logs("build_hydro_profile.log"), resources: diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index c4e9701e3..cd51ce907 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -198,8 +198,6 @@ def approximate_missing_eia_stats(eia_stats, runoff_fn, countries): fn = snakemake.input.era5_runoff eia_stats = approximate_missing_eia_stats(eia_stats, fn, countries) - eia_stats.to_csv(snakemake.output.eia_hydro) - contained_years = pd.date_range(freq="YE", **snakemake.params.snapshots).year norm_year = config_hydro.get("eia_norm_year") missing_years = contained_years.difference(eia_stats.index) From 4f8cc6346143504661e434d6e112913ebb28c659 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 13:58:01 +0200 Subject: [PATCH 091/270] clarify units --- scripts/build_energy_totals.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index b56d3294a..61e845d86 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -394,14 +394,13 @@ def build_idees(countries): keys=countries, names=["country", "year"], ) - + + # efficiency kgoe/100km -> ktoe/100km + totals.loc[:, "passenger car efficiency"] *= 1e3 # convert ktoe to TWh exclude = totals.columns.str.fullmatch("passenger cars") totals.loc[:, ~exclude] *= 11.63 / 1e3 - # convert TWh/100km to kWh/km - totals.loc[:, "passenger car efficiency"] *= 10 - return totals From ed6fa8f32c8a7715fc6604211735bad0ed1aed45 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 12 Apr 2024 11:59:15 +0000 Subject: [PATCH 092/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_energy_totals.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 61e845d86..0f053d403 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -394,7 +394,7 @@ def build_idees(countries): keys=countries, names=["country", "year"], ) - + # efficiency kgoe/100km -> ktoe/100km totals.loc[:, "passenger car efficiency"] *= 1e3 # convert ktoe to TWh From 53a6b91b06c3d4338738563d2b709e179ce4cf68 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 14:28:03 +0200 Subject: [PATCH 093/270] clear up units --- config/config.default.yaml | 4 ++-- scripts/build_transport_demand.py | 9 ++++++--- scripts/prepare_sector_network.py | 6 +++--- 3 files changed, 11 insertions(+), 8 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 32a8865e7..b1d5a9a6a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -430,8 +430,8 @@ sector: 2040: 0.3 2045: 0.15 2050: 0 - transport_fuel_cell_efficiency: 0.5 - transport_internal_combustion_efficiency: 0.3 + transport_fuel_cell_efficiency: 30.003 # MWh_H2 per 100 km + transport_internal_combustion_efficiency: 16.0712 # MWh_oil per 100 km agriculture_machinery_electric_share: 0 agriculture_machinery_oil_share: 1 agriculture_machinery_fuel_efficiency: 0.7 diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index 2954a9991..eedaecb1b 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -45,7 +45,7 @@ def build_nodal_transport_data(fn, pop_layout, year): def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): """ - Returns transport demand per bus in unit kinetic energy. + Returns transport demand per bus in unit km driven [100 km]. """ # averaged weekly counts from the year 2010-2015 traffic = pd.read_csv(traffic_fn, skiprows=2, usecols=["count"]).squeeze("columns") @@ -78,9 +78,12 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): + pop_weighted_energy_totals["total rail"] - pop_weighted_energy_totals["electricity rail"] ) - + + # convert average fuel efficiency from kW/100 km -> MW/100km + eff = nodal_transport_data["average fuel efficiency"] * 1e3 + return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( - nodal_transport_data["average fuel efficiency"] * ice_correction + eff * ice_correction ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 53355b279..b7e5cfb5d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1562,7 +1562,7 @@ def add_EVs( unit="MWh_el", ) - car_efficiency = costs.at["Battery electric (passenger cars)", "efficiency"] + car_efficiency = options["transport_electric_efficiency"] # temperature corrected efficiency efficiency = get_temp_efficency( @@ -1730,7 +1730,7 @@ def add_land_transport(n, costs): logger.info("Add land transport") - # read in transport demand in units kinetic energy + # read in transport demand in units driven km [100 km] transport = pd.read_csv( snakemake.input.transport_demand, index_col=0, parse_dates=True ) @@ -1764,7 +1764,7 @@ def add_land_transport(n, costs): location=nodes, suffix=" land transport", carrier="land transport demand", - unit="MWh_kinetic", + unit="100 km", ) p_set = transport[nodes] From ba93a404efecbb01b72692d796a4b30170d8e330 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 12 Apr 2024 12:29:35 +0000 Subject: [PATCH 094/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index eedaecb1b..f6ff7b3eb 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -78,10 +78,10 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): + pop_weighted_energy_totals["total rail"] - pop_weighted_energy_totals["electricity rail"] ) - + # convert average fuel efficiency from kW/100 km -> MW/100km eff = nodal_transport_data["average fuel efficiency"] * 1e3 - + return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( eff * ice_correction ) From a424bd2e40da7e5bf7fb4cb15f578f018ee15247 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 14:36:42 +0200 Subject: [PATCH 095/270] rename efficiencies in config.yaml --- config/config.default.yaml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b1d5a9a6a..eab701e2b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -430,8 +430,9 @@ sector: 2040: 0.3 2045: 0.15 2050: 0 - transport_fuel_cell_efficiency: 30.003 # MWh_H2 per 100 km - transport_internal_combustion_efficiency: 16.0712 # MWh_oil per 100 km + transport_electric_efficiency: 53.19 # 1 MWh_el = 53.19*100 km + transport_fuel_cell_efficiency: 30.003 # 1 MWh_H2 = 30.003*100 km + transport_ice_efficiency: 16.0712 # 1 MWh_oil = 16.0712 * 100 km agriculture_machinery_electric_share: 0 agriculture_machinery_oil_share: 1 agriculture_machinery_fuel_efficiency: 0.7 From 245ba5c20bb7c3e9c4488c4b11ee5e3b03289b07 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 14:38:56 +0200 Subject: [PATCH 096/270] rename efficiencies in script --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b7e5cfb5d..0e5a08fb1 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1690,7 +1690,7 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): add_carrier_buses(n, "oil") - car_efficiency = options["transport_internal_combustion_efficiency"] + car_efficiency = options["transport_ice_efficiency"] # temperature corrected efficiency efficiency = get_temp_efficency( From 98d2c4dd911b6d0157ea11691b057f32837a1760 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 11 Apr 2024 10:54:25 +0200 Subject: [PATCH 097/270] Fix p_nom_min of renewables generators for myopic approach and add check of existing capacities in add_land_use_constraint_m --- doc/release_notes.rst | 2 ++ scripts/solve_network.py | 16 ++++++++++++++++ 2 files changed, 18 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..d9c692449 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Fix p_nom_min of renewables generators for myopic approach and add check of existing capacities in `add_land_use_constraint_m`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0f6725c70..b8819a19b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -159,6 +159,9 @@ def _add_land_use_constraint_m(n, planning_horizons, config): current_horizon = snakemake.wildcards.planning_horizons for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable + n.generators.loc[extendable_i, "p_nom_min"] = 0 + existing = n.generators.loc[n.generators.carrier == carrier, "p_nom"] ind = list( {i.split(sep=" ")[0] + " " + i.split(sep=" ")[1] for i in existing.index} @@ -180,6 +183,19 @@ def _add_land_use_constraint_m(n, planning_horizons, config): sel_p_year ].rename(lambda x: x[:-4] + current_horizon) + # check if existing capacities are larger than technical potential + existing_large = n.generators[ + n.generators["p_nom_min"] > n.generators["p_nom_max"] + ].index + if len(existing_large): + logger.warning( + f"Existing capacities larger than technical potential for {existing_large},\ + adjust technical potential to existing capacities" + ) + n.generators.loc[existing_large, "p_nom_max"] = n.generators.loc[ + existing_large, "p_nom_min" + ] + n.generators.p_nom_max.clip(lower=0, inplace=True) From ed83f1fb4ab9ba4ed90fc14d6cff8f305c3b3cb8 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 11 Apr 2024 17:43:47 +0200 Subject: [PATCH 098/270] Add aggregated constraints for wind and possibility to take existing into account in solve_network # Conflicts: # scripts/solve_network.py --- config/config.default.yaml | 9 +++++++- doc/configtables/electricity.csv | 1 - doc/configtables/solving.csv | 4 ++++ doc/release_notes.rst | 10 ++++++++ scripts/solve_network.py | 39 ++++++++++++++++++++++++++++---- 5 files changed, 57 insertions(+), 6 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d438c51f7..f500c8bb9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -98,7 +98,6 @@ electricity: co2limit_enable: false co2limit: 7.75e+7 co2base: 1.487e+9 - agg_p_nom_limits: data/agg_p_nom_minmax.csv operational_reserve: activate: false @@ -758,6 +757,14 @@ solving: linearized_unit_commitment: true horizon: 365 + agg_p_nom_limits: + agg_offwind: false + include_existing: false + years: + 2030: data/agg_p_nom_minmax.csv + 2040: data/agg_p_nom_minmax.csv + 2050: data/agg_p_nom_minmax.csv + constraints: CCL: false EQ: false diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 22a22d57c..72142ae80 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -5,7 +5,6 @@ gaslimit,MWhth,float or false,Global gas usage limit co2limit_enable,bool,true or false,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. co2limit,:math:`t_{CO_2-eq}/a`,float,Cap on total annual system carbon dioxide emissions co2base,:math:`t_{CO_2-eq}/a`,float,Reference value of total annual system carbon dioxide emissions if relative emission reduction target is specified in ``{opts}`` wildcard. -agg_p_nom_limits,file,path,Reference to ``.csv`` file specifying per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. Defaults to ``data/agg_p_nom_minmax.csv``. operational_reserve,,,Settings for reserve requirements following `GenX `_ ,,, -- activate,bool,true or false,Whether to take operational reserve requirements into account during optimisation diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 7189399b3..f96195048 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -14,6 +14,10 @@ options,,, -- transmission_losses,int,[0-9],"Add piecewise linear approximation of transmission losses based on n tangents. Defaults to 0, which means losses are ignored." -- linearized_unit_commitment,bool,"{'true','false'}",Whether to optimise using the linearized unit commitment formulation. -- horizon,--,int,Number of snapshots to consider in each iteration. Defaults to 100. +agg_p_nom_limits,,,Configure per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. +-- agg_offwind,bool,"{'true','false'}",Aggregate together all the types of offwind when writing the constraint. Default is false. +-- include_existing,bool,"{'true','false'}",Take existing capacities into account when writing the constraint. Default is false. +-- years,-,Dictionary with planning horizons as key and path as value,Reference to ``.csv`` file for each planning horizon. Defaults to ``data/agg_p_nom_minmax.csv``. constraints ,,, -- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. -- EQ,bool/string,"{'false',`n(c| )``; i.e. ``0.5``-``0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..f334b16fc 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,16 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Improved the behaviour of `agg_p_nom_limits`: + + - Moved the associated configuration to `solving`. This allows *Snakemake* to correctly decide which rules to run when the configuration changes. + + - Added the ability to enable aggregation of all *offwind* types (*offwind-ac* and *offwind-dc*) when writing the constraint. + + - Added the possibility to take existing capacities into account when writing the constraint. + + - Added the possibility to have a different file for each planning horizon. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0f6725c70..2d099068c 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -422,23 +422,54 @@ def add_CCL_constraints(n, config): agg_p_nom_limits: data/agg_p_nom_minmax.csv """ agg_p_nom_minmax = pd.read_csv( - config["electricity"]["agg_p_nom_limits"], index_col=[0, 1] + config["solving"]["agg_p_nom_limits"]["years"][int(snakemake.wildcards.planning_horizons)], index_col=[0, 1] ) logger.info("Adding generation capacity constraints per carrier and country") p_nom = n.model["Generator-p_nom"] gens = n.generators.query("p_nom_extendable").rename_axis(index="Generator-ext") - grouper = pd.concat([gens.bus.map(n.buses.country), gens.carrier]) + if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: + rename_offwind = {"offwind-ac": "offwind-all", "offwind-dc": "offwind-all", "offwind": "offwind-all"} + gens = gens.replace(rename_offwind) + grouper = pd.concat([gens.bus.map(n.buses.country), gens.carrier], axis=1) lhs = p_nom.groupby(grouper).sum().rename(bus="country") - minimum = xr.DataArray(agg_p_nom_minmax["min"].dropna()).rename(dim_0="group") + if config["solving"]["agg_p_nom_limits"]["include_existing"]: + gens_cst = n.generators.query("~p_nom_extendable").rename_axis(index="Generator-cst") + gens_cst = gens_cst[ + (gens_cst["build_year"] + gens_cst["lifetime"]) >= int(snakemake.wildcards.planning_horizons)] + if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: + gens_cst = gens_cst.replace(rename_offwind) + rhs_cst = ( + pd.concat([gens_cst.bus.map(n.buses.country), gens_cst[["carrier", "p_nom"]]], axis=1) + .groupby(["bus", "carrier"]).sum() + ) + rhs_cst.index = rhs_cst.index.rename({"bus": "country"}) + rhs_min = agg_p_nom_minmax["min"].dropna() + idx_min = rhs_min.index.join(rhs_cst.index, how="left") + rhs_min = rhs_min.reindex(idx_min).fillna(0) + rhs = (rhs_min - rhs_cst.reindex(idx_min).fillna(0).p_nom).dropna() + rhs[rhs < 0] = 0 + minimum = xr.DataArray(rhs).rename(dim_0="group") + else: + minimum = xr.DataArray(agg_p_nom_minmax["min"].dropna()).rename(dim_0="group") + index = minimum.indexes["group"].intersection(lhs.indexes["group"]) if not index.empty: n.model.add_constraints( lhs.sel(group=index) >= minimum.loc[index], name="agg_p_nom_min" ) - maximum = xr.DataArray(agg_p_nom_minmax["max"].dropna()).rename(dim_0="group") + if config["solving"]["agg_p_nom_limits"]["include_existing"]: + rhs_max = agg_p_nom_minmax["max"].dropna() + idx_max = rhs_max.index.join(rhs_cst.index, how="left") + rhs_max = rhs_max.reindex(idx_max).fillna(0) + rhs = (rhs_max - rhs_cst.reindex(idx_max).fillna(0).p_nom).dropna() + rhs[rhs < 0] = 0 + maximum = xr.DataArray(rhs).rename(dim_0="group") + else: + maximum = xr.DataArray(agg_p_nom_minmax["max"].dropna()).rename(dim_0="group") + index = maximum.indexes["group"].intersection(lhs.indexes["group"]) if not index.empty: n.model.add_constraints( From 8b28f34f144d77df749ae042ff2800f8251033b2 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sun, 14 Apr 2024 13:19:42 +0500 Subject: [PATCH 099/270] retrieve eurostat disagregated energy balances for household --- rules/retrieve.smk | 1 + scripts/retrieve_eurostat_data.py | 17 +++++++++++++++++ 2 files changed, 18 insertions(+) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4b2444834..e4a897a2f 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -148,6 +148,7 @@ if config["enable"]["retrieve"] and config["enable"].get( rule retrieve_eurostat_data: output: directory("data/eurostat/eurostat-energy_balances-april_2023_edition"), + "data/eurostat/eurostat-household_energy_balances-february_2024.csv", log: "logs/retrieve_eurostat_data.log", retries: 2 diff --git a/scripts/retrieve_eurostat_data.py b/scripts/retrieve_eurostat_data.py index 4b4cea4ac..b00dd3ba5 100644 --- a/scripts/retrieve_eurostat_data.py +++ b/scripts/retrieve_eurostat_data.py @@ -9,6 +9,8 @@ import logging import zipfile +import gzip +import shutil from pathlib import Path from _helpers import configure_logging, progress_retrieve, set_scenario_config @@ -41,3 +43,18 @@ zip_ref.extractall(to_fn) logger.info(f"Eurostat data available in '{to_fn}'.") + + url_eurostat_household = "https://ec.europa.eu/eurostat/api/dissemination/sdmx/3.0/data/dataflow/ESTAT/nrg_d_hhq/1.0/*.*.*.*.*?c[freq]=A&c[nrg_bal]=FC_OTH_HH_E,FC_OTH_HH_E_SH,FC_OTH_HH_E_WH,FC_OTH_HH_E_CK&c[siec]=TOTAL&c[unit]=TJ&c[geo]=EU27_2020,EA20,BE,BG,CZ,DK,DE,EE,IE,EL,ES,FR,HR,IT,CY,LV,LT,LU,HU,MT,NL,AT,PL,PT,RO,SI,SK,FI,SE,NO,UK,BA,MD,MK,AL,RS,UA,XK,GE&compress=true&format=csvdata&formatVersion=2.0&c[time]=2021,2020,2019,2018,2017,2016,2015,2014,2013,2012,2011,2010" + tarball_fn = Path(f"{rootpath}/data/eurostat/eurostat_household.gz") + to_fn = Path( + f"{rootpath}/data/eurostat/eurostat-household_energy_balances-february_2024.csv" + ) + + logger.info(f"Downloading Eurostats' disaggregated household energy balances data from '{url_eurostat_household}'.") + progress_retrieve(url_eurostat_household, tarball_fn, disable=disable_progress) + + logger.info("Extracting Eurostat's disaggregated household energy balance data.") + with gzip.open(tarball_fn, 'rb') as f_in, open(to_fn, 'wb') as f_out: + shutil.copyfileobj(f_in, f_out) + + logger.info(f"Eurostat's disaggregated household energy balance data available in '{to_fn}'.") From 7a0ca73f3a1f7e2feae8446fb9815fd6b2a13b93 Mon Sep 17 00:00:00 2001 From: Sermisha Date: Sun, 14 Apr 2024 14:24:01 +0530 Subject: [PATCH 100/270] Update to BAU constraint formulation in function add_BAU_constraints Constraint formulation was not taking into account the ordering of the carriers --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0f6725c70..b1463b353 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -543,7 +543,7 @@ def add_BAU_constraints(n, config): ext_carrier_i = xr.DataArray(ext_i.carrier.rename_axis("Generator-ext")) lhs = p_nom.groupby(ext_carrier_i).sum() index = mincaps.index.intersection(lhs.indexes["carrier"]) - rhs = mincaps[index].rename_axis("carrier") + rhs = mincaps[lhs.indexes["carrier"]].rename_axis("carrier") n.model.add_constraints(lhs >= rhs, name="bau_mincaps") From d2584d37b1e63490b61f1fc6d86c5605601b9205 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sun, 14 Apr 2024 16:28:50 +0500 Subject: [PATCH 101/270] update energy totals from Eurostat residential data --- rules/build_sector.smk | 1 + scripts/build_energy_totals.py | 40 ++++++++++++++++++++++++++++++++++ 2 files changed, 41 insertions(+) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index e1575a780..285406635 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -293,6 +293,7 @@ rule build_energy_totals: idees="data/bundle-sector/jrc-idees-2015", district_heat_share="data/district_heat_share.csv", eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", + eurostat_households="data/eurostat/eurostat-household_energy_balances-february_2024.csv", output: energy_name=resources("energy_totals.csv"), co2_name=resources("co2_totals.csv"), diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index b56d3294a..95ddb6b77 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -943,6 +943,44 @@ def rescale_idees_from_eurostat( return energy +def update_residential_from_eurostat(energy): + """ + Updates energy balances for residential from disaggregated data from Eurostat + """ + # Read disaggregated Eurostat's data + fn = snakemake.input.eurostat_households + eurostat_data = pd.read_csv(fn) + + # Column mapping for energy type + nrg_type = {"total residential":"FC_OTH_HH_E", + "total residential space":"FC_OTH_HH_E_SH", + "total residential water":"FC_OTH_HH_E_WH", + "total residential cooking":"FC_OTH_HH_E_CK"} + + # Make temporary copy of energy_totals + energy_totals = energy.copy().reset_index() + + for nrg_name, code in nrg_type.items(): + # Select energy balance type + nrg_data = eurostat_data.query("nrg_bal in @code").copy() + # Rename columns + nrg_data.rename(columns={"geo":"country", "TIME_PERIOD":"year", "OBS_VALUE":nrg_name}, inplace=True) + # Convert TJ to TWh + nrg_data[nrg_name] = nrg_data[nrg_name] / 3.6e3 + # Select value, country, year columns + nrg_data = nrg_data[["country","year", nrg_name]] + # To update energy data with Eurostat households data + # 1) Merge the two DataFrames on 'year' and 'country' + merged_df = energy_totals.merge(nrg_data, on=['year', 'country'], suffixes=('_energy_totals', '_nrg_data'), how='left') + # 2) Update the 'nrg_name' column in energy with the values from nrg_data + energy_totals[nrg_name] = merged_df[f'{nrg_name}_nrg_data'].combine_first(merged_df[f'{nrg_name}_energy_totals']) + + # Set indexes back + energy_totals.set_index(['country', 'year'], inplace=True) + + return energy_totals + + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -976,6 +1014,8 @@ def rescale_idees_from_eurostat( logger.info("Extrapolate IDEES data based on eurostat for years 2015-2021.") energy = rescale_idees_from_eurostat(idees_countries, energy, eurostat) + energy = update_residential_from_eurostat(energy) + energy.to_csv(snakemake.output.energy_name) # use rescaled idees data to calculate district heat share From 7436634bf87a42f807ccecfb1ede9ac43da62b86 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 14 Apr 2024 11:33:16 +0000 Subject: [PATCH 102/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_energy_totals.py | 43 ++++++++++++++++++++----------- scripts/retrieve_eurostat_data.py | 14 ++++++---- 2 files changed, 37 insertions(+), 20 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 95ddb6b77..f32815b1d 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -945,18 +945,21 @@ def rescale_idees_from_eurostat( def update_residential_from_eurostat(energy): """ - Updates energy balances for residential from disaggregated data from Eurostat + Updates energy balances for residential from disaggregated data from + Eurostat. """ # Read disaggregated Eurostat's data fn = snakemake.input.eurostat_households eurostat_data = pd.read_csv(fn) - # Column mapping for energy type - nrg_type = {"total residential":"FC_OTH_HH_E", - "total residential space":"FC_OTH_HH_E_SH", - "total residential water":"FC_OTH_HH_E_WH", - "total residential cooking":"FC_OTH_HH_E_CK"} - + # Column mapping for energy type + nrg_type = { + "total residential": "FC_OTH_HH_E", + "total residential space": "FC_OTH_HH_E_SH", + "total residential water": "FC_OTH_HH_E_WH", + "total residential cooking": "FC_OTH_HH_E_CK", + } + # Make temporary copy of energy_totals energy_totals = energy.copy().reset_index() @@ -964,19 +967,29 @@ def update_residential_from_eurostat(energy): # Select energy balance type nrg_data = eurostat_data.query("nrg_bal in @code").copy() # Rename columns - nrg_data.rename(columns={"geo":"country", "TIME_PERIOD":"year", "OBS_VALUE":nrg_name}, inplace=True) + nrg_data.rename( + columns={"geo": "country", "TIME_PERIOD": "year", "OBS_VALUE": nrg_name}, + inplace=True, + ) # Convert TJ to TWh nrg_data[nrg_name] = nrg_data[nrg_name] / 3.6e3 - # Select value, country, year columns - nrg_data = nrg_data[["country","year", nrg_name]] - # To update energy data with Eurostat households data + # Select value, country, year columns + nrg_data = nrg_data[["country", "year", nrg_name]] + # To update energy data with Eurostat households data # 1) Merge the two DataFrames on 'year' and 'country' - merged_df = energy_totals.merge(nrg_data, on=['year', 'country'], suffixes=('_energy_totals', '_nrg_data'), how='left') + merged_df = energy_totals.merge( + nrg_data, + on=["year", "country"], + suffixes=("_energy_totals", "_nrg_data"), + how="left", + ) # 2) Update the 'nrg_name' column in energy with the values from nrg_data - energy_totals[nrg_name] = merged_df[f'{nrg_name}_nrg_data'].combine_first(merged_df[f'{nrg_name}_energy_totals']) - + energy_totals[nrg_name] = merged_df[f"{nrg_name}_nrg_data"].combine_first( + merged_df[f"{nrg_name}_energy_totals"] + ) + # Set indexes back - energy_totals.set_index(['country', 'year'], inplace=True) + energy_totals.set_index(["country", "year"], inplace=True) return energy_totals diff --git a/scripts/retrieve_eurostat_data.py b/scripts/retrieve_eurostat_data.py index b00dd3ba5..77fb468e5 100644 --- a/scripts/retrieve_eurostat_data.py +++ b/scripts/retrieve_eurostat_data.py @@ -7,10 +7,10 @@ """ -import logging -import zipfile import gzip +import logging import shutil +import zipfile from pathlib import Path from _helpers import configure_logging, progress_retrieve, set_scenario_config @@ -50,11 +50,15 @@ f"{rootpath}/data/eurostat/eurostat-household_energy_balances-february_2024.csv" ) - logger.info(f"Downloading Eurostats' disaggregated household energy balances data from '{url_eurostat_household}'.") + logger.info( + f"Downloading Eurostats' disaggregated household energy balances data from '{url_eurostat_household}'." + ) progress_retrieve(url_eurostat_household, tarball_fn, disable=disable_progress) logger.info("Extracting Eurostat's disaggregated household energy balance data.") - with gzip.open(tarball_fn, 'rb') as f_in, open(to_fn, 'wb') as f_out: + with gzip.open(tarball_fn, "rb") as f_in, open(to_fn, "wb") as f_out: shutil.copyfileobj(f_in, f_out) - logger.info(f"Eurostat's disaggregated household energy balance data available in '{to_fn}'.") + logger.info( + f"Eurostat's disaggregated household energy balance data available in '{to_fn}'." + ) From 1a5141455013e5f442e5a0ae2b80c228893cad2e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 15 Apr 2024 08:43:12 +0200 Subject: [PATCH 103/270] correct conversion kW->MW --- scripts/build_transport_demand.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index f6ff7b3eb..a052581b4 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -80,7 +80,7 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): ) # convert average fuel efficiency from kW/100 km -> MW/100km - eff = nodal_transport_data["average fuel efficiency"] * 1e3 + eff = nodal_transport_data["average fuel efficiency"] / 1e3 return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( eff * ice_correction From f3e3113b89a5b10d692140a320a43b75acbf771d Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 15 Apr 2024 08:45:51 +0200 Subject: [PATCH 104/270] Reset file to the version in master branch --- scripts/solve_network.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index b2a71206f..0f6725c70 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -155,7 +155,7 @@ def _add_land_use_constraint(n): def _add_land_use_constraint_m(n, planning_horizons, config): # if generators clustering is lower than network clustering, land_use accounting is at generators clusters - grouping_years = config["existing_capacities"]["grouping_years"] + grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: @@ -923,19 +923,18 @@ def solve_network(n, config, solving, **kwargs): return n -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( "solve_sector_network", - # configfiles="../config/test/config.perfect.yaml", + configfiles="../config/test/config.perfect.yaml", simpl="", opts="", clusters="37", ll="v1.0", - sector_opts="730H-T-H-B-I-A-dist1", + sector_opts="CO2L0-1H-T-H-B-I-A-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 991eef6d97f608830b2ce8d37ba847dacb989c19 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 14:48:34 +0200 Subject: [PATCH 105/270] update and reduce databundle size --- .github/workflows/ci.yaml | 2 +- .gitignore | 14 ++- config/config.default.yaml | 3 - config/config.entsoe-all.yaml | 1 - data/ch_cantons.csv | 27 ++++++ data/hydro_capacities.csv | 31 +++++++ doc/configtables/enable.csv | 3 - doc/configtables/licenses.csv | 4 +- doc/licenses.rst | 9 +- doc/preparation.rst | 9 -- doc/retrieve.rst | 37 -------- doc/tutorial.rst | 5 +- doc/tutorial_sector.rst | 6 -- rules/build_electricity.smk | 31 ++----- rules/build_sector.smk | 31 ++++--- rules/postprocess.smk | 2 +- rules/retrieve.smk | 81 ++++-------------- scripts/add_electricity.py | 2 +- scripts/build_natura_raster.py | 118 -------------------------- scripts/build_renewable_profiles.py | 2 +- scripts/build_shapes.py | 2 +- scripts/build_ship_raster.py | 27 +++++- scripts/retrieve_databundle.py | 33 +++---- scripts/retrieve_sector_databundle.py | 49 ----------- 24 files changed, 151 insertions(+), 378 deletions(-) create mode 100644 data/ch_cantons.csv create mode 100644 data/hydro_capacities.csv delete mode 100644 scripts/build_natura_raster.py delete mode 100644 scripts/retrieve_sector_databundle.py diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 7aabf0e6c..6384b2c3a 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -19,7 +19,7 @@ on: - cron: "0 5 * * TUE" env: - DATA_CACHE_NUMBER: 1 + DATA_CACHE_NUMBER: 2 jobs: build: diff --git a/.gitignore b/.gitignore index 3336fca75..95ba5524b 100644 --- a/.gitignore +++ b/.gitignore @@ -37,18 +37,16 @@ dconf /data/links_p_nom.csv /data/*totals.csv /data/biomass* -/data/bundle-sector/emobility/ -/data/bundle-sector/eea* -/data/bundle-sector/jrc* +/data/bundle/emobility/ +/data/bundle/eea* +/data/bundle/jrc* /data/heating/ -/data/bundle-sector/eurostat* +/data/bundle/eurostat* /data/odyssee/ /data/transport_data.csv -/data/bundle-sector/switzerland* /data/.nfs* -/data/bundle-sector/Industrial_Database.csv -/data/retro/tabula-calculator-calcsetbuilding.csv -/data/bundle-sector/nuts* +/data/retro/* +/data/bundle/nuts* data/gas_network/scigrid-gas/ data/costs_*.csv diff --git a/config/config.default.yaml b/config/config.default.yaml index 42132f226..78fd1c59e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -69,13 +69,10 @@ enable: retrieve: auto prepare_links_p_nom: false retrieve_databundle: true - retrieve_sector_databundle: true retrieve_cost_data: true build_cutout: false retrieve_irena: false retrieve_cutout: true - build_natura_raster: false - retrieve_natura_raster: true custom_busmap: false drop_leap_day: true diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index 40e3c0a59..85eedb643 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -38,6 +38,5 @@ lines: enable: retrieve: true retrieve_databundle: true - retrieve_sector_databundle: false retrieve_cost_data: true retrieve_cutout: true diff --git a/data/ch_cantons.csv b/data/ch_cantons.csv new file mode 100644 index 000000000..22711274c --- /dev/null +++ b/data/ch_cantons.csv @@ -0,0 +1,27 @@ +Canton,HASC,NUTS +Aargau,CH.AG,CH033 +Appenzell Inner Rhodes,CH.AI,CH054 +Appenzell Outer Rhodes,CH.AR,CH053 +Basel-Landschaft,CH.BL,CH032 +Basel-Stadt,CH.BS,CH031 +Bern,CH.BE,CH021 +Fribourg,CH.FR,CH022 +Geneva,CH.GE,CH013 +Glarus,CH.GL,CH051 +Graubünden,CH.GR,CH056 +Jura,CH.JU,CH025 +Lucerne,CH.LU,CH061 +Neuchâtel,CH.NE,CH024 +Nidwalden,CH.NW,CH065 +Obwalden,CH.OW,CH064 +Sankt Gallen,CH.SG,CH055 +Schaffhausen,CH.SH,CH052 +Schwyz,CH.SZ,CH063 +Solothurn,CH.SO,CH023 +Thurgau,CH.TG,CH057 +Ticino,CH.TI,CH07 +Uri,CH.UR,CH062 +Valais,CH.VS,CH012 +Vaud,CH.VD,CH011 +Zug,CH.ZG,CH066 +Zurich,CH.ZH,CH04 diff --git a/data/hydro_capacities.csv b/data/hydro_capacities.csv new file mode 100644 index 000000000..1b39f7317 --- /dev/null +++ b/data/hydro_capacities.csv @@ -0,0 +1,31 @@ +Country,p_nom_discharge[GW],p_nom_store[GW],E_store[TWh],InflowHourlyAvg[GWh] +AT,13.08,3.8,3.2,4.02 +BE,1.42,1.31,0,0.04 +BA,2.05,0.62,2.5,0.71 +BG,3.13,0.86,4,0.53 +HR,2,0.61,2.8,0.57 +CZ,2.21,0.68,1.5,0.24 +DK,0.01,0,0,0 +EE,0.01,0,0,0 +FI,3.2,0,5.5,1.59 +FR,25.37,6.99,9.8,7.82 +DE,11.26,6.8,0.3,1.93 +GB,4.43,2.74,0,0.46 +GR,3.24,0.7,2.3,0.26 +HU,0.06,0,0.1,0.02 +IE,0.53,0.29,0,0.08 +IT,21.88,7.55,7.9,5.19 +LV,1.58,0,1.8,0.3 +LT,0.88,0.76,0.2,0.05 +LU,1.13,1.29,0,0 +NL,0.04,0,0,0.01 +NO,30.51,1.35,84.4,14 +PL,2.35,1.4,1.6,0.23 +PT,5.72,1.03,2.6,1.37 +RO,6.55,0.09,12.1,1.95 +RS,2.14,0.61,0,1.18 +SK,2.52,0.92,2.2,0.49 +SI,1.25,0.18,2.2,0.36 +ES,18.55,2.75,18.4,2.61 +SE,16.41,0.1,33.8,7.8 +CH,13.3,4.03,8.4,4.29 diff --git a/doc/configtables/enable.csv b/doc/configtables/enable.csv index 1e5571b36..15c12cf97 100644 --- a/doc/configtables/enable.csv +++ b/doc/configtables/enable.csv @@ -2,12 +2,9 @@ enable,str or bool,"{auto, true, false}","Switch to include (true) or exclude (false) the retrieve_* rules of snakemake into the workflow; 'auto' sets true|false based on availability of an internet connection to prevent issues with snakemake failing due to lack of internet connection." prepare_links_p_nom,bool,"{true, false}","Switch to retrieve current HVDC projects from `Wikipedia `_" retrieve_databundle,bool,"{true, false}","Switch to retrieve databundle from zenodo via the rule :mod:`retrieve_databundle` or whether to keep a custom databundle located in the corresponding folder." -retrieve_sector_databundle,bool,"{true, false}","Switch to retrieve sector databundle from zenodo via the rule :mod:`retrieve_sector_databundle` or whether to keep a custom databundle located in the corresponding folder." retrieve_cost_data,bool,"{true, false}","Switch to retrieve technology cost data from `technology-data repository `_." build_cutout,bool,"{true, false}","Switch to enable the building of cutouts via the rule :mod:`build_cutout`." retrieve_irena,bool,"{true, false}",Switch to enable the retrieval of ``existing_capacities`` from IRENASTAT with :mod:`retrieve_irena`. retrieve_cutout,bool,"{true, false}","Switch to enable the retrieval of cutouts from zenodo with :mod:`retrieve_cutout`." -build_natura_raster,bool,"{true, false}","Switch to enable the creation of the raster ``natura.tiff`` via the rule :mod:`build_natura_raster`." -retrieve_natura_raster,bool,"{true, false}","Switch to enable the retrieval of ``natura.tiff`` from zenodo with :mod:`retrieve_natura_raster`." custom_busmap,bool,"{true, false}","Switch to enable the use of custom busmaps in rule :mod:`cluster_network`. If activated the rule looks for provided busmaps at ``data/custom_busmap_elec_s{simpl}_{clusters}.csv`` which should have the same format as ``resources/busmap_elec_s{simpl}_{clusters}.csv``, i.e. the index should contain the buses of ``networks/elec_s{simpl}.nc``." drop_leap_day,bool,"{true, false}","Switch to drop February 29 from all time-dependent data in leap years" diff --git a/doc/configtables/licenses.csv b/doc/configtables/licenses.csv index 37f46cd0a..d1fa4aa89 100644 --- a/doc/configtables/licenses.csv +++ b/doc/configtables/licenses.csv @@ -5,10 +5,8 @@ "naturalearth/*",,,,,http://www.naturalearthdata.com/about/terms-of-use/ "NUTS_2013 _60M_SH/*","x","x",,"x",https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units "cantons.csv","x",,"x",,https://en.wikipedia.org/wiki/Data_codes_for_Switzerland -"eia_hydro_annual_generation.csv","x",,,,https://www.eia.gov/about/copyrights_reuse.php -"GEBCO_2014_2D.nc","x",,,,https://www.gebco.net/data_and_products/gridded_bathymetry_data/documents/gebco_2014_historic.pdf +"gebco/GEBCO_2014_2D.nc","x",,,,https://www.gebco.net/data_and_products/gridded_bathymetry_data/documents/gebco_2014_historic.pdf "hydro_capacities.csv","x",,,, "je-e-21.03.02.xls","x","x",,,https://www.bfs.admin.ch/bfs/en/home/fso/swiss-federal-statistical-office/terms-of-use.html "nama_10r_3 gdp.tsv.gz","x",,,"x",https://ec.europa.eu/eurostat/about/policies/copyright "nama_10r_3 popgdp.tsv.gz","x",,,"x",https://ec.europa.eu/eurostat/about/policies/copyright -"time_series_60min _singleindex_filtered.csv","x",,,,https://data.open-power-system-data.org/time_series/2019-06-05/README.md diff --git a/doc/licenses.rst b/doc/licenses.rst index af531660e..5ab65ca9d 100644 --- a/doc/licenses.rst +++ b/doc/licenses.rst @@ -28,16 +28,13 @@ Electricity Systems Databundle More details are included in `the description of the data bundles on zenodo `__. -.. csv-table:: - :header-rows: 1 - :file: configtables/licenses.csv - * BY: Attribute Source * NC: Non-Commercial Use Only * SA: Share Alike -Sector-Coupled Systems Databundle -================================= +.. csv-table:: + :header-rows: 1 + :file: configtables/licenses.csv .. csv-table:: :header-rows: 1 diff --git a/doc/preparation.rst b/doc/preparation.rst index f608e031a..edaf50797 100644 --- a/doc/preparation.rst +++ b/doc/preparation.rst @@ -27,7 +27,6 @@ With these and the externally extracted ENTSO-E online map topology Then the process continues by calculating conventional power plant capacities, potentials, and per-unit availability time series for variable renewable energy carriers and hydro power plants with the following rules: - :mod:`build_powerplants` for today's thermal power plant capacities using `powerplantmatching `__ allocating these to the closest substation for each powerplant, -- :mod:`build_natura_raster` for rasterising NATURA2000 natural protection areas, - :mod:`build_ship_raster` for building shipping traffic density, - :mod:`build_renewable_profiles` for the hourly capacity factors and installation potentials constrained by land-use in each substation's Voronoi cell for PV, onshore and offshore wind, and - :mod:`build_hydro_profile` for the hourly per-unit hydro power availability time series. @@ -55,14 +54,6 @@ Rule ``prepare_links_p_nom`` .. automodule:: prepare_links_p_nom -.. _natura: - -Rule ``build_natura_raster`` -=============================== - -.. automodule:: build_natura_raster - - .. _base: Rule ``base_network`` diff --git a/doc/retrieve.rst b/doc/retrieve.rst index d21a74b48..85a37dffd 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -53,32 +53,6 @@ The :ref:`tutorial` uses a smaller cutout than required for the full model (30 M For details see :mod:`build_cutout` and read the `atlite documentation `__. -Rule ``retrieve_natura_raster`` -================================ - -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.4706686.svg - :target: https://doi.org/10.5281/zenodo.4706686 - -This rule, as a substitute for :mod:`build_natura_raster`, downloads an already rasterized version (`natura.tiff `__) of `Natura 2000 `__ natural protection areas to reduce computation times. The file is placed into the ``resources`` sub-directory. - -**Relevant Settings** - -.. code:: yaml - - enable: - build_natura_raster: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`toplevel_cf` - -**Outputs** - -- ``resources/natura.tiff``: Rasterized version of `Natura 2000 `__ natural protection areas to reduce computation times. - -.. seealso:: - For details see :mod:`build_natura_raster`. - Rule ``retrieve_electricity_demand`` ==================================== @@ -135,14 +109,3 @@ None. **Outputs** - ``data/shipdensity_global.zip`` - - -Rule ``retrieve_sector_databundle`` -==================================== - -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.5546516.svg - :target: https://doi.org/10.5281/zenodo.5546516 - -In addition to the databundle required for electricity-only studies, -another databundle is required for modelling sector-coupled systems. -The size of this data bundle is around 640 MB. diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 93bb8e54e..843b0fe61 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -34,8 +34,7 @@ configuration, execute snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_Co2L-24H.nc --configfile config/test/config.electricity.yaml -This configuration is set to download a reduced data set via the rules :mod:`retrieve_databundle`, -:mod:`retrieve_natura_raster`, :mod:`retrieve_cutout`. +This configuration is set to download a reduced cutout via the rule :mod:`retrieve_cutout`. For more information on the data dependencies of PyPSA-Eur, continue reading :ref:`data`. How to configure runs? @@ -143,7 +142,6 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 7[label = "base_network", color = "0.27 0.6 0.85", style="rounded"]; 8[label = "build_shapes", color = "0.26 0.6 0.85", style="rounded"]; 9[label = "retrieve_databundle", color = "0.59 0.6 0.85", style="rounded"]; - 10[label = "retrieve_natura_raster", color = "0.47 0.6 0.85", style="rounded"]; 11[label = "build_bus_regions", color = "0.13 0.6 0.85", style="rounded"]; 12[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.36 0.6 0.85", style="rounded,dashed"]; 13[label = "build_renewable_profiles\ntechnology: onwind", color = "0.21 0.6 0.85", style="rounded"]; @@ -244,7 +242,6 @@ In the terminal, this will show up as a list of jobs to be run: retrieve_cost_data 1 retrieve_databundle 1 retrieve_electricity_demand 1 - retrieve_natura_raster 1 simplify_network 1 solve_network 1 total 22 diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index a15561502..26f7dc2d5 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -119,8 +119,6 @@ which were already included in the electricity-only tutorial: retrieve_databundle 1 retrieve_electricity_demand 1 retrieve_gas_infrastructure_data 1 - retrieve_natura_raster 1 - retrieve_sector_databundle 1 simplify_network 1 solve_sector_network 1 total 60 @@ -153,7 +151,6 @@ successfully. 8[label = "base_network", color = "0.31 0.6 0.85", style="rounded"]; 9[label = "build_shapes", color = "0.36 0.6 0.85", style="rounded"]; 10[label = "retrieve_databundle", color = "0.29 0.6 0.85", style="rounded"]; - 11[label = "retrieve_natura_raster", color = "0.01 0.6 0.85", style="rounded"]; 12[label = "build_bus_regions", color = "0.10 0.6 0.85", style="rounded"]; 13[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.37 0.6 0.85", style="rounded,dashed"]; 14[label = "build_renewable_profiles\ntechnology: onwind", color = "0.20 0.6 0.85", style="rounded"]; @@ -174,7 +171,6 @@ successfully. 29[label = "prepare_network\nll: v1.5\nopts: ", color = "0.49 0.6 0.85", style="rounded"]; 30[label = "add_extra_components", color = "0.14 0.6 0.85", style="rounded"]; 31[label = "build_energy_totals", color = "0.39 0.6 0.85", style="rounded"]; - 32[label = "retrieve_sector_databundle", color = "0.58 0.6 0.85", style="rounded"]; 33[label = "build_population_weighted_energy_totals", color = "0.56 0.6 0.85", style="rounded"]; 34[label = "build_clustered_population_layouts", color = "0.49 0.6 0.85", style="rounded"]; 35[label = "build_population_layouts", color = "0.06 0.6 0.85", style="rounded"]; @@ -440,7 +436,6 @@ workflow: 8[label = "base_network", color = "0.12 0.6 0.85", style="rounded"]; 9[label = "build_shapes", color = "0.23 0.6 0.85", style="rounded"]; 10[label = "retrieve_databundle", color = "0.61 0.6 0.85", style="rounded"]; - 11[label = "retrieve_natura_raster", color = "0.50 0.6 0.85", style="rounded"]; 12[label = "build_bus_regions", color = "0.51 0.6 0.85", style="rounded"]; 13[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.37 0.6 0.85", style="rounded,dashed"]; 14[label = "build_renewable_profiles\ntechnology: onwind", color = "0.63 0.6 0.85", style="rounded"]; @@ -462,7 +457,6 @@ workflow: 30[label = "prepare_network\nll: v1.5\nopts: ", color = "0.56 0.6 0.85", style="rounded"]; 31[label = "add_extra_components", color = "0.11 0.6 0.85", style="rounded"]; 32[label = "build_energy_totals", color = "0.18 0.6 0.85", style="rounded"]; - 33[label = "retrieve_sector_databundle", color = "0.06 0.6 0.85", style="rounded"]; 34[label = "build_population_weighted_energy_totals", color = "0.03 0.6 0.85", style="rounded"]; 35[label = "build_clustered_population_layouts", color = "0.25 0.6 0.85", style="rounded"]; 36[label = "build_population_layouts", color = "0.57 0.6 0.85", style="rounded"]; diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 65e241896..0cb9d0283 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -109,7 +109,7 @@ rule build_shapes: nuts3=ancient("data/bundle/NUTS_2013_60M_SH/data/NUTS_RG_60M_2013.shp"), nuts3pop=ancient("data/bundle/nama_10r_3popgdp.tsv.gz"), nuts3gdp=ancient("data/bundle/nama_10r_3gdp.tsv.gz"), - ch_cantons=ancient("data/bundle/ch_cantons.csv"), + ch_cantons=ancient("data/ch_cantons.csv"), ch_popgdp=ancient("data/bundle/je-e-21.03.02.xls"), output: country_shapes=resources("country_shapes.geojson"), @@ -172,27 +172,6 @@ if config["enable"].get("build_cutout", False): "../scripts/build_cutout.py" -if config["enable"].get("build_natura_raster", False): - - rule build_natura_raster: - input: - natura=ancient("data/bundle/natura/Natura2000_end2015.shp"), - cutout=lambda w: "cutouts/" - + CDIR - + config_provider("atlite", "default_cutout")(w) - + ".nc", - output: - resources("natura.tiff"), - resources: - mem_mb=5000, - log: - logs("build_natura_raster.log"), - conda: - "../envs/environment.yaml" - script: - "../scripts/build_natura_raster.py" - - rule build_ship_raster: input: ship_density="data/shipdensity_global.zip", @@ -220,7 +199,7 @@ rule determine_availability_matrix_MD_UA: wdpa="data/WDPA.gpkg", wdpa_marine="data/WDPA_WDOECM_marine.gpkg", gebco=lambda w: ( - "data/bundle/GEBCO_2014_2D.nc" + "data/bundle/gebco/GEBCO_2014_2D.nc" if config_provider("renewable", w.technology)(w).get("max_depth") else [] ), @@ -276,7 +255,7 @@ rule build_renewable_profiles: base_network=resources("networks/base.nc"), corine=ancient("data/bundle/corine/g250_clc06_V18_5.tif"), natura=lambda w: ( - resources("natura.tiff") + "data/bundle/natura/natura.tiff" if config_provider("renewable", w.technology, "natura")(w) else [] ), @@ -287,7 +266,7 @@ rule build_renewable_profiles: ), gebco=ancient( lambda w: ( - "data/bundle/GEBCO_2014_2D.nc" + "data/bundle/gebco/GEBCO_2014_2D.nc" if config_provider("renewable", w.technology)(w).get("max_depth") else [] ) @@ -437,7 +416,7 @@ rule add_electricity: ), regions=resources("regions_onshore.geojson"), powerplants=resources("powerplants.csv"), - hydro_capacities=ancient("data/bundle/hydro_capacities.csv"), + hydro_capacities=ancient("data/hydro_capacities.csv"), geth_hydro_capacities="data/geth2015_hydro_capacities.csv", unit_commitment="data/unit_commitment.csv", fuel_price=lambda w: ( diff --git a/rules/build_sector.smk b/rules/build_sector.smk index e1575a780..603089990 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -287,10 +287,10 @@ rule build_energy_totals: energy=config_provider("energy"), input: nuts3_shapes=resources("nuts3_shapes.geojson"), - co2="data/bundle-sector/eea/UNFCCC_v23.csv", + co2="data/bundle/eea/UNFCCC_v23.csv", swiss="data/switzerland-new_format-all_years.csv", swiss_transport="data/gr-e-11.03.02.01.01-cc.csv", - idees="data/bundle-sector/jrc-idees-2015", + idees="data/bundle/jrc-idees-2015", district_heat_share="data/district_heat_share.csv", eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", output: @@ -338,10 +338,10 @@ rule build_biomass_potentials: "https://zenodo.org/records/10356004/files/ENSPRESO_BIOMASS.xlsx", keep_local=True, ), - nuts2="data/bundle-sector/nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", # https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/#nuts21 + nuts2="data/bundle/nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", # https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/#nuts21 regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"), nuts3_population=ancient("data/bundle/nama_10r_3popgdp.tsv.gz"), - swiss_cantons=ancient("data/bundle/ch_cantons.csv"), + swiss_cantons=ancient("data/ch_cantons.csv"), swiss_population=ancient("data/bundle/je-e-21.03.02.xls"), country_shapes=resources("country_shapes.geojson"), output: @@ -416,7 +416,7 @@ rule build_sequestration_potentials: rule build_salt_cavern_potentials: input: - salt_caverns="data/bundle-sector/h2_salt_caverns_GWh_per_sqkm.geojson", + salt_caverns="data/bundle/h2_salt_caverns_GWh_per_sqkm.geojson", regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"), regions_offshore=resources("regions_offshore_elec_s{simpl}_{clusters}.geojson"), output: @@ -436,7 +436,7 @@ rule build_salt_cavern_potentials: rule build_ammonia_production: input: - usgs="data/bundle-sector/myb1-2017-nitro.xls", + usgs="data/bundle/myb1-2017-nitro.xls", output: ammonia_production=resources("ammonia_production.csv"), threads: 1 @@ -458,7 +458,7 @@ rule build_industry_sector_ratios: ammonia=config_provider("sector", "ammonia", default=False), input: ammonia_production=resources("ammonia_production.csv"), - idees="data/bundle-sector/jrc-idees-2015", + idees="data/bundle/jrc-idees-2015", output: industry_sector_ratios=resources("industry_sector_ratios.csv"), threads: 1 @@ -508,7 +508,7 @@ rule build_industrial_production_per_country: countries=config_provider("countries"), input: ammonia_production=resources("ammonia_production.csv"), - jrc="data/bundle-sector/jrc-idees-2015", + jrc="data/bundle/jrc-idees-2015", eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", output: industrial_production_per_country=resources( @@ -564,7 +564,10 @@ rule build_industrial_distribution_key: input: regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"), clustered_pop_layout=resources("pop_layout_elec_s{simpl}_{clusters}.csv"), - hotmaps_industrial_database="data/bundle-sector/Industrial_Database.csv", + hotmaps_industrial_database=storage( + "https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database/-/blob/master/data/Industrial_Database.csv", + keep_local=True, + ), output: industrial_distribution_key=resources( "industrial_distribution_key_elec_s{simpl}_{clusters}.csv" @@ -652,7 +655,7 @@ rule build_industrial_energy_demand_per_country_today: countries=config_provider("countries"), industry=config_provider("industry"), input: - jrc="data/bundle-sector/jrc-idees-2015", + jrc="data/bundle/jrc-idees-2015", industrial_production_per_country=resources( "industrial_production_per_country.csv" ), @@ -704,7 +707,7 @@ rule build_retro_cost: countries=config_provider("countries"), input: building_stock="data/retro/data_building_stock.csv", - data_tabula="data/bundle-sector/retro/tabula-calculator-calcsetbuilding.csv", + data_tabula="data/bundle/retro/tabula-calculator-calcsetbuilding.csv", air_temperature=resources("temp_air_total_elec_s{simpl}_{clusters}.nc"), u_values_PL="data/retro/u_values_poland.csv", tax_w="data/retro/electricity_taxes_eu.csv", @@ -780,8 +783,8 @@ rule build_transport_demand: "pop_weighted_energy_totals_s{simpl}_{clusters}.csv" ), transport_data=resources("transport_data.csv"), - traffic_data_KFZ="data/bundle-sector/emobility/KFZ__count", - traffic_data_Pkw="data/bundle-sector/emobility/Pkw__count", + traffic_data_KFZ="data/bundle/emobility/KFZ__count", + traffic_data_Pkw="data/bundle/emobility/Pkw__count", temp_air_total=resources("temp_air_total_elec_s{simpl}_{clusters}.nc"), output: transport_demand=resources("transport_demand_s{simpl}_{clusters}.csv"), @@ -925,7 +928,7 @@ rule prepare_sector_network: avail_profile=resources("avail_profile_s{simpl}_{clusters}.csv"), dsm_profile=resources("dsm_profile_s{simpl}_{clusters}.csv"), co2_totals_name=resources("co2_totals.csv"), - co2="data/bundle-sector/eea/UNFCCC_v23.csv", + co2="data/bundle/eea/UNFCCC_v23.csv", biomass_potentials=lambda w: ( resources( "biomass_potentials_s{simpl}_{clusters}_" diff --git a/rules/postprocess.smk b/rules/postprocess.smk index e7df2e665..f430eb857 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -230,7 +230,7 @@ rule plot_summary: energy=RESULTS + "csvs/energy.csv", balances=RESULTS + "csvs/supply_energy.csv", eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", - co2="data/bundle-sector/eea/UNFCCC_v23.csv", + co2="data/bundle/eea/UNFCCC_v23.csv", output: costs=RESULTS + "graphs/costs.pdf", energy=RESULTS + "graphs/energy.pdf", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4b2444834..398269d4d 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -14,23 +14,27 @@ if config["enable"]["retrieve"] is False: if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", True): datafiles = [ - "ch_cantons.csv", "je-e-21.03.02.xls", "eez/World_EEZ_v8_2014.shp", - "hydro_capacities.csv", "naturalearth/ne_10m_admin_0_countries.shp", "NUTS_2013_60M_SH/data/NUTS_RG_60M_2013.shp", "nama_10r_3popgdp.tsv.gz", "nama_10r_3gdp.tsv.gz", "corine/g250_clc06_V18_5.tif", + "eea/UNFCCC_v23.csv", + "nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", + "myb1-2017-nitro.xls", + "emobility/KFZ__count", + "emobility/Pkw__count", + "h2_salt_caverns_GWh_per_sqkm.geojson", + "natura/natura.tiff", + "gebco/GEBCO_2014_2D.nc", ] - if not config.get("tutorial", False): - datafiles.extend(["natura/Natura2000_end2015.shp", "GEBCO_2014_2D.nc"]) - rule retrieve_databundle: output: protected(expand("data/bundle/{file}", file=datafiles)), + protected(directory("data/bundle/jrc-idees-2015")), log: "logs/retrieve_databundle.log", resources: @@ -41,6 +45,15 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", script: "../scripts/retrieve_databundle.py" + rule retrieve_eurostat_data: + output: + directory("data/eurostat/eurostat-energy_balances-april_2023_edition"), + log: + "logs/retrieve_eurostat_data.log", + retries: 2 + script: + "../scripts/retrieve_eurostat_data.py" + if config["enable"].get("retrieve_irena"): @@ -97,64 +110,6 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_cost_data", T "../scripts/retrieve_cost_data.py" -if config["enable"]["retrieve"] and config["enable"].get( - "retrieve_natura_raster", True -): - - rule retrieve_natura_raster: - input: - storage( - "https://zenodo.org/record/4706686/files/natura.tiff", - keep_local=True, - ), - output: - resources("natura.tiff"), - log: - logs("retrieve_natura_raster.log"), - resources: - mem_mb=5000, - retries: 2 - run: - copyfile(input[0], output[0]) - validate_checksum(output[0], input[0]) - - -if config["enable"]["retrieve"] and config["enable"].get( - "retrieve_sector_databundle", True -): - datafiles = [ - "eea/UNFCCC_v23.csv", - "switzerland-sfoe/switzerland-new_format.csv", - "nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", - "myb1-2017-nitro.xls", - "Industrial_Database.csv", - "emobility/KFZ__count", - "emobility/Pkw__count", - "h2_salt_caverns_GWh_per_sqkm.geojson", - ] - - rule retrieve_sector_databundle: - output: - protected(expand("data/bundle-sector/{files}", files=datafiles)), - protected(directory("data/bundle-sector/jrc-idees-2015")), - log: - "logs/retrieve_sector_databundle.log", - retries: 2 - conda: - "../envs/retrieve.yaml" - script: - "../scripts/retrieve_sector_databundle.py" - - rule retrieve_eurostat_data: - output: - directory("data/eurostat/eurostat-energy_balances-april_2023_edition"), - log: - "logs/retrieve_eurostat_data.log", - retries: 2 - script: - "../scripts/retrieve_eurostat_data.py" - - if config["enable"]["retrieve"]: datafiles = [ "IGGIELGN_LNGs.geojson", diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 7e60203fe..9fbbc2239 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -46,7 +46,7 @@ ------ - ``resources/costs.csv``: The database of cost assumptions for all included technologies for specific years from various sources; e.g. discount rate, lifetime, investment (CAPEX), fixed operation and maintenance (FOM), variable operation and maintenance (VOM), fuel costs, efficiency, carbon-dioxide intensity. -- ``data/bundle/hydro_capacities.csv``: Hydropower plant store/discharge power capacities, energy storage capacity, and average hourly inflow by country. +- ``data/hydro_capacities.csv``: Hydropower plant store/discharge power capacities, energy storage capacity, and average hourly inflow by country. .. image:: img/hydrocapacities.png :scale: 34 % diff --git a/scripts/build_natura_raster.py b/scripts/build_natura_raster.py deleted file mode 100644 index 35fb0dbdd..000000000 --- a/scripts/build_natura_raster.py +++ /dev/null @@ -1,118 +0,0 @@ -# -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -Rasters the vector data of the `Natura 2000. - -`_ natural protection areas onto all -cutout regions. - -Relevant Settings ------------------ - -.. code:: yaml - - renewable: - {technology}: - cutout: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`renewable_cf` - -Inputs ------- - -- ``data/bundle/natura/Natura2000_end2015.shp``: `Natura 2000 `_ natural protection areas. - - .. image:: img/natura.png - :scale: 33 % - -Outputs -------- - -- ``resources/natura.tiff``: Rasterized version of `Natura 2000 `_ natural protection areas to reduce computation times. - - .. image:: img/natura.png - :scale: 33 % - -Description ------------ -""" - -import logging - -import atlite -import geopandas as gpd -import rasterio as rio -from _helpers import configure_logging, set_scenario_config -from rasterio.features import geometry_mask -from rasterio.warp import transform_bounds - -logger = logging.getLogger(__name__) - - -def determine_cutout_xXyY(cutout_name): - """ - Determine the full extent of a cutout. - - Since the coordinates of the cutout data are given as the - center of the grid cells, the extent of the cutout is - calculated by adding/subtracting half of the grid cell size. - - - Parameters - ---------- - cutout_name : str - Path to the cutout. - - Returns - ------- - A list of extent coordinates in the order [x, X, y, Y]. - """ - cutout = atlite.Cutout(cutout_name) - assert cutout.crs.to_epsg() == 4326 - x, X, y, Y = cutout.extent - dx, dy = cutout.dx, cutout.dy - return [x - dx / 2.0, X + dx / 2.0, y - dy / 2.0, Y + dy / 2.0] - - -def get_transform_and_shape(bounds, res): - left, bottom = [(b // res) * res for b in bounds[:2]] - right, top = [(b // res + 1) * res for b in bounds[2:]] - shape = int((top - bottom) // res), int((right - left) / res) - transform = rio.Affine(res, 0, left, 0, -res, top) - return transform, shape - - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake("build_natura_raster") - configure_logging(snakemake) - set_scenario_config(snakemake) - - x, X, y, Y = determine_cutout_xXyY(snakemake.input.cutout) - bounds = transform_bounds(4326, 3035, x, y, X, Y) - transform, out_shape = get_transform_and_shape(bounds, res=100) - - # adjusted boundaries - shapes = gpd.read_file(snakemake.input.natura).to_crs(3035) - raster = ~geometry_mask(shapes.geometry, out_shape, transform) - raster = raster.astype(rio.uint8) - - with rio.open( - snakemake.output[0], - "w", - driver="GTiff", - dtype=rio.uint8, - count=1, - transform=transform, - crs=3035, - compress="lzw", - width=raster.shape[1], - height=raster.shape[0], - ) as dst: - dst.write(raster, indexes=1) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index f1eb5e15d..43297e1da 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -52,7 +52,7 @@ CORINE land cover, see `Annex 1 of the technical documentation `_. -- ``data/bundle/GEBCO_2014_2D.nc``: A `bathymetric +- ``data/bundle/gebco/GEBCO_2014_2D.nc``: A `bathymetric `_ data set with a global terrain model for ocean and land at 15 arc-second intervals by the `General Bathymetric Chart of the Oceans (GEBCO) diff --git a/scripts/build_shapes.py b/scripts/build_shapes.py index fd64411a9..85afdaea4 100644 --- a/scripts/build_shapes.py +++ b/scripts/build_shapes.py @@ -38,7 +38,7 @@ - ``data/bundle/nama_10r_3popgdp.tsv.gz``: Average annual population by NUTS3 region (`eurostat `__) - ``data/bundle/nama_10r_3gdp.tsv.gz``: Gross domestic product (GDP) by NUTS 3 regions (`eurostat `__) -- ``data/bundle/ch_cantons.csv``: Mapping between Swiss Cantons and NUTS3 regions +- ``data/ch_cantons.csv``: Mapping between Swiss Cantons and NUTS3 regions - ``data/bundle/je-e-21.03.02.xls``: Population and GDP data per Canton (`BFS - Swiss Federal Statistical Office `_ ) Outputs diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 47d725d89..7aaea9994 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -47,10 +47,35 @@ import rioxarray from _helpers import configure_logging, set_scenario_config -from build_natura_raster import determine_cutout_xXyY logger = logging.getLogger(__name__) + +def determine_cutout_xXyY(cutout_name): + """ + Determine the full extent of a cutout. + + Since the coordinates of the cutout data are given as the + center of the grid cells, the extent of the cutout is + calculated by adding/subtracting half of the grid cell size. + + + Parameters + ---------- + cutout_name : str + Path to the cutout. + + Returns + ------- + A list of extent coordinates in the order [x, X, y, Y]. + """ + cutout = atlite.Cutout(cutout_name) + assert cutout.crs.to_epsg() == 4326 + x, X, y, Y = cutout.extent + dx, dy = cutout.dx, cutout.dy + return [x - dx / 2.0, X + dx / 2.0, y - dy / 2.0, Y + dy / 2.0] + + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/retrieve_databundle.py b/scripts/retrieve_databundle.py index 996bbeabd..e2736f634 100644 --- a/scripts/retrieve_databundle.py +++ b/scripts/retrieve_databundle.py @@ -1,5 +1,5 @@ # -*- coding: utf-8 -*- -# Copyright 2019-2022 Fabian Hofmann (TUB, FIAS) +# Copyright 2019-2024 Fabian Hofmann (TUB, FIAS), Fabian Neumann (TUB) # SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT @@ -7,24 +7,15 @@ .. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3517935.svg :target: https://doi.org/10.5281/zenodo.3517935 -The data bundle (1.4 GB) contains common GIS datasets like NUTS3 shapes, EEZ shapes, CORINE Landcover, Natura 2000 and also electricity specific summary statistics like historic per country yearly totals of hydro generation, GDP and POP on NUTS3 levels and per-country load time-series. +The data bundle contains common GIS datasets like NUTS3 shapes, EEZ shapes, +CORINE Landcover, Natura 2000 and also electricity specific summary statistics +like historic per country yearly totals of hydro generation, GDP and population +data on NUTS3 levels and energy balances. -This rule downloads the data bundle from `zenodo `_ and extracts it in the ``data`` sub-directory, such that all files of the bundle are stored in the ``data/bundle`` subdirectory. - -The :ref:`tutorial` uses a smaller `data bundle `_ than required for the full model (188 MB) - -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3517921.svg - :target: https://doi.org/10.5281/zenodo.3517921 - -**Relevant Settings** - -.. code:: yaml - - tutorial: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`toplevel_cf` +This rule downloads the data bundle from `zenodo +`_ and extracts it in the ``data`` +sub-directory, such that all files of the bundle are stored in the +``data/bundle`` subdirectory. **Outputs** @@ -57,10 +48,7 @@ configure_logging(snakemake) set_scenario_config(snakemake) - if snakemake.config["tutorial"]: - url = "https://zenodo.org/record/3517921/files/pypsa-eur-tutorial-data-bundle.tar.xz" - else: - url = "https://zenodo.org/record/3517935/files/pypsa-eur-data-bundle.tar.xz" + url = "https://zenodo.org/records/10973944/files/bundle.tar.xz" tarball_fn = Path(f"{rootpath}/bundle.tar.xz") to_fn = Path(rootpath) / Path(snakemake.output[0]).parent.parent @@ -74,6 +62,7 @@ logger.info("Extracting databundle.") tarfile.open(tarball_fn).extractall(to_fn) + logger.info("Unlinking tarball.") tarball_fn.unlink() logger.info(f"Databundle available in '{to_fn}'.") diff --git a/scripts/retrieve_sector_databundle.py b/scripts/retrieve_sector_databundle.py deleted file mode 100644 index 3b825da29..000000000 --- a/scripts/retrieve_sector_databundle.py +++ /dev/null @@ -1,49 +0,0 @@ -# -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2021-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -Retrieve and extract data bundle for sector-coupled studies. -""" - -import logging -import tarfile -from pathlib import Path - -from _helpers import ( - configure_logging, - progress_retrieve, - set_scenario_config, - validate_checksum, -) - -logger = logging.getLogger(__name__) - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake("retrieve_databundle") - rootpath = ".." - else: - rootpath = "." - configure_logging(snakemake) - set_scenario_config(snakemake) - - url = "https://zenodo.org/record/5824485/files/pypsa-eur-sec-data-bundle.tar.gz" - - tarball_fn = Path(f"{rootpath}/sector-bundle.tar.gz") - to_fn = Path(rootpath) / Path(snakemake.output[0]).parent.parent - - logger.info(f"Downloading databundle from '{url}'.") - disable_progress = snakemake.config["run"].get("disable_progressbar", False) - progress_retrieve(url, tarball_fn, disable=disable_progress) - - validate_checksum(tarball_fn, url) - - logger.info("Extracting databundle.") - tarfile.open(tarball_fn).extractall(to_fn) - - tarball_fn.unlink() - - logger.info(f"Databundle available in '{to_fn}'.") From fb35272fb44cd64791654ad6751a8e2bd4ad5daa Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:00:52 +0200 Subject: [PATCH 106/270] add release notes [no ci] --- doc/release_notes.rst | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c3aac0556..157919ab6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -11,6 +11,28 @@ Upcoming Release ================ * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. +* Update data bundle: + + - Merge electricity-only and sector-coupled data bundles into `one bundle + `_. This means that the rule + ``retrieve_sector_databundle`` was removed. + + - Include rasterised ``natura.tiff`` in data bundle and remove rule + ``retrieve_natura_raster``. + + - Remove rule ``build_natura_raster`` as this rule is rarely run and increases + the data bundle size considerably. + + - Remove outdated files from data bundle (e.g., Eurostat energy balances) + + - Reduce spatial scope of GEBCO bathymetry data to Europe to save space. + + - Remove the use of a separate data bundle for tutorials. + + - Directly download `Hotmaps Industrial Database + `__ + from source and remove ``Industrial_Database.csv`` from data bundle. + * bugfix: installed heating capacities were 5% lower than existing heating capacities * Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. From fe1199e981c2922d8d225f3516d6ced332320b03 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:03:23 +0200 Subject: [PATCH 107/270] update shipdensity_global.zip link [no ci] --- rules/retrieve.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 398269d4d..74d218bfd 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -172,7 +172,7 @@ if config["enable"]["retrieve"]: rule retrieve_ship_raster: input: storage( - "https://zenodo.org/record/6953563/files/shipdensity_global.zip", + "https://zenodo.org/records/10973944/files/shipdensity_global.zip", keep_local=True, ), output: From a1e42db58bab3f4699f2b2c28461c13d9111bc10 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:14:02 +0200 Subject: [PATCH 108/270] change in zenodo urls from record to records --- doc/configtables/load.csv | 2 +- doc/release_notes.rst | 8 ++++---- doc/supply_demand.rst | 2 +- rules/retrieve.smk | 4 ++-- scripts/_helpers.py | 4 ++-- scripts/retrieve_gas_infrastructure_data.py | 4 ++-- 6 files changed, 12 insertions(+), 12 deletions(-) diff --git a/doc/configtables/load.csv b/doc/configtables/load.csv index 34d73dc5c..9ebfea323 100644 --- a/doc/configtables/load.csv +++ b/doc/configtables/load.csv @@ -4,4 +4,4 @@ time_shift_for_large_gaps,string,string,"Periods which are used for copying time manual_adjustments,bool,"{true, false}","Whether to adjust the load data manually according to the function in :func:`manual_adjustment`." scaling_factor,--,float,"Global correction factor for the load time series." fixed_year,--,Year or False,"To specify a fixed year for the load time series that deviates from the snapshots' year" -supplement_synthetic,bool,"{true, false}","Whether to supplement missing data for selected time period should be supplemented by synthetic data from https://zenodo.org/record/10820928." +supplement_synthetic,bool,"{true, false}","Whether to supplement missing data for selected time period should be supplemented by synthetic data from https://zenodo.org/records/10820928." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 157919ab6..907379da7 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -1529,7 +1529,7 @@ This release is known to work with `PyPSA-Eur **Gas Transmission Network** * New rule ``retrieve_gas_infrastructure_data`` that downloads and extracts the - SciGRID_gas `IGGIELGN `__ dataset from + SciGRID_gas `IGGIELGN `__ dataset from zenodo. It includes data on the transmission routes, pipe diameters, capacities, pressure, and whether the pipeline is bidirectional and carries H-Gas or L-Gas. @@ -1689,7 +1689,7 @@ This release is known to work with `PyPSA-Eur PyPSA network. * Updated `data bundle - `__ + `__ that includes the hydrogan salt cavern storage potentials. * Updated and extended documentation in @@ -2049,7 +2049,7 @@ PyPSA-Eur-Sec codebase in Version 0.2.0 above. This model has `its own github repository `__ and is `archived -on Zenodo `__. +on Zenodo `__. @@ -2065,7 +2065,7 @@ European countries with one node per country. It includes demand and supply for electricity, space and water heating in buildings, and land transport. -It is `archived on Zenodo `__. +It is `archived on Zenodo `__. Release Process diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index cc598aafd..db7bfb70e 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -386,7 +386,7 @@ carbon capture (bottom bar) assumed in `Neumann et al `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. +Inside each country the industrial demand is then distributed using the `Hotmaps Industrial Database `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. .. image:: ../graphics/hotmaps.png diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 74d218bfd..5147e564b 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -78,7 +78,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_cutout", True rule retrieve_cutout: input: storage( - "https://zenodo.org/record/6382570/files/{cutout}.nc", + "https://zenodo.org/records/6382570/files/{cutout}.nc", ), output: protected("cutouts/" + CDIR + "{cutout}.nc"), @@ -194,7 +194,7 @@ if config["enable"]["retrieve"]: rule download_copernicus_land_cover: input: storage( - "https://zenodo.org/record/3939050/files/PROBAV_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + "https://zenodo.org/records/3939050/files/PROBAV_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", ), output: "data/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", diff --git a/scripts/_helpers.py b/scripts/_helpers.py index dfedcaea5..683828b2d 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -707,7 +707,7 @@ def update_config_from_wildcards(config, w, inplace=True): def get_checksum_from_zenodo(file_url): parts = file_url.split("/") - record_id = parts[parts.index("record") + 1] + record_id = parts[parts.index("records") + 1] filename = parts[-1] response = requests.get(f"https://zenodo.org/api/records/{record_id}", timeout=30) @@ -746,7 +746,7 @@ def validate_checksum(file_path, zenodo_url=None, checksum=None): >>> validate_checksum("/path/to/file", checksum="md5:abc123...") >>> validate_checksum( ... "/path/to/file", - ... zenodo_url="https://zenodo.org/record/12345/files/example.txt", + ... zenodo_url="https://zenodo.org/records/12345/files/example.txt", ... ) If the checksum is invalid, an AssertionError will be raised. diff --git a/scripts/retrieve_gas_infrastructure_data.py b/scripts/retrieve_gas_infrastructure_data.py index 8d7d0e085..972e08c5b 100644 --- a/scripts/retrieve_gas_infrastructure_data.py +++ b/scripts/retrieve_gas_infrastructure_data.py @@ -4,7 +4,7 @@ # SPDX-License-Identifier: MIT """ Retrieve gas infrastructure data from -https://zenodo.org/record/4767098/files/IGGIELGN.zip. +https://zenodo.org/records/4767098/files/IGGIELGN.zip. """ import logging @@ -32,7 +32,7 @@ configure_logging(snakemake) set_scenario_config(snakemake) - url = "https://zenodo.org/record/4767098/files/IGGIELGN.zip" + url = "https://zenodo.org/records/4767098/files/IGGIELGN.zip" # Save locations zip_fn = Path(f"{rootpath}/IGGIELGN.zip") From 29adeb2267712b7e1097c727f683da1bf334c9dc Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:28:02 +0200 Subject: [PATCH 109/270] add missing atlite import --- scripts/build_ship_raster.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 7aaea9994..12befe995 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -45,6 +45,7 @@ import zipfile from pathlib import Path +import atlite import rioxarray from _helpers import configure_logging, set_scenario_config From 4429711b15bbacdd3ef0cad49d09b189b65fa67a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 15 Apr 2024 19:51:09 +0000 Subject: [PATCH 110/270] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black-pre-commit-mirror: 24.3.0 → 24.4.0](https://github.com/psf/black-pre-commit-mirror/compare/24.3.0...24.4.0) - [github.com/snakemake/snakefmt: v0.10.0 → v0.10.1](https://github.com/snakemake/snakefmt/compare/v0.10.0...v0.10.1) --- .pre-commit-config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 055b90804..a3aab9eda 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black-pre-commit-mirror - rev: 24.3.0 + rev: 24.4.0 hooks: # Format Python files - id: black @@ -74,7 +74,7 @@ repos: # Format Snakemake rule / workflow files - repo: https://github.com/snakemake/snakefmt - rev: v0.10.0 + rev: v0.10.1 hooks: - id: snakefmt From 15345ff1cfae4026a69c070d02f5893642f6b0f2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 11 Apr 2024 19:14:45 +0200 Subject: [PATCH 111/270] skip heat bus for CHPs in places where no central heating --- scripts/add_existing_baseyear.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f445efe34..f10280991 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -362,13 +362,20 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas ) else: key = "central solid biomass CHP" + central_heat = n.buses.query( + "carrier == 'urban central heat'" + ).location.unique() + heat_buses = new_capacity.index.map( + lambda i: i + " urban central heat" if i in central_heat else "" + ) + n.madd( "Link", new_capacity.index, suffix=name_suffix, bus0=spatial.biomass.df.loc[new_capacity.index]["nodes"].values, bus1=new_capacity.index, - bus2=new_capacity.index + " urban central heat", + bus2=heat_buses, carrier=generator, p_nom=new_capacity / costs.at[key, "efficiency"], capital_cost=costs.at[key, "fixed"] From 380884e9ab16337c6f1fbc9d2bc489376066f2c9 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Thu, 14 Mar 2024 13:44:15 +0100 Subject: [PATCH 112/270] group existing capacities to the earlier grouping_year for consistency with optimized capacities --- config/config.default.yaml | 2 +- doc/release_notes.rst | 1 + scripts/add_existing_baseyear.py | 20 ++++++++++++-------- 3 files changed, 14 insertions(+), 9 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d438c51f7..0d40bafc9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -361,7 +361,7 @@ solar_thermal: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities existing_capacities: grouping_years_power: [1960, 1965, 1970, 1975, 1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] - grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2019] # these should not extend 2020 + grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020] # heat grouping years >= baseyear will be ignored threshold_capacity: 10 default_heating_lifetime: 20 conventional_carriers: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d9c692449..d9075ac71 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,7 @@ Release Notes Upcoming Release ================ +* Group existing capacities to the earlier grouping_year for consistency with optimized capacities * Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f10280991..c10e9deb2 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -190,8 +190,8 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas df_agg.drop(phased_out, inplace=True) df_agg["grouping_year"] = np.take( - grouping_years, np.digitize(df_agg.DateIn, grouping_years, right=True) - ) + grouping_years[::-1], + np.digitize(df_agg.DateIn, grouping_years[::-1])) # calculate (adjusted) remaining lifetime before phase-out (+1 because assuming # phase out date at the end of the year) @@ -451,12 +451,16 @@ def add_heating_capacities_installed_before_baseyear( else: efficiency = costs.at[costs_name, "efficiency"] - for i, grouping_year in enumerate(grouping_years): - if int(grouping_year) + default_lifetime <= int(baseyear): - continue - - # installation is assumed to be linear for the past default_lifetime years - ratio = (int(grouping_year) - int(grouping_years[i - 1])) / default_lifetime + valid_grouping_years = pd.Series( + [int(gy) for gy in grouping_years if + int(baseyear) - default_lifetime <= int(gy) < int(baseyear)]) + # Installation is assumed to be linear for the past + _intervals = pd.concat( + [valid_grouping_years[1:], pd.Series(baseyear)], + ignore_index=True) - valid_grouping_years + ratios = _intervals / _intervals.sum() + + for ratio, grouping_year in zip(ratios, valid_grouping_years): n.madd( "Link", From 27f2bd77fb6f8cea85e149bd3a918f9c0af2688a Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Thu, 14 Mar 2024 16:13:40 +0100 Subject: [PATCH 113/270] add more grouping years to avoid errors --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0d40bafc9..42132f226 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -360,7 +360,7 @@ solar_thermal: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities existing_capacities: - grouping_years_power: [1960, 1965, 1970, 1975, 1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] + grouping_years_power: [1895, 1920, 1950, 1955, 1960, 1965, 1970, 1975, 1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020] # heat grouping years >= baseyear will be ignored threshold_capacity: 10 default_heating_lifetime: 20 From 17d44d7f64d76878cadcabf09064ac53a2306dd5 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Thu, 11 Apr 2024 08:54:15 +0200 Subject: [PATCH 114/270] add check if minimum grouping year< min build year --- scripts/add_existing_baseyear.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index c10e9deb2..ddd409c1f 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -189,6 +189,15 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas phased_out = df_agg[df_agg["DateOut"] < baseyear].index df_agg.drop(phased_out, inplace=True) + older_assets = (df_agg.DateIn Date: Thu, 11 Apr 2024 09:26:30 +0200 Subject: [PATCH 115/270] adjust valid_grouping_years change sign, split up conditions for better readibility --- scripts/add_existing_baseyear.py | 20 ++++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index ddd409c1f..285776cc4 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -461,14 +461,22 @@ def add_heating_capacities_installed_before_baseyear( efficiency = costs.at[costs_name, "efficiency"] valid_grouping_years = pd.Series( - [int(gy) for gy in grouping_years if - int(baseyear) - default_lifetime <= int(gy) < int(baseyear)]) + [ + int(grouping_year) + for grouping_year in grouping_years + if int(grouping_year) + default_lifetime > int(baseyear) + and int(grouping_year) < int(baseyear) + ] + ) # Installation is assumed to be linear for the past - _intervals = pd.concat( - [valid_grouping_years[1:], pd.Series(baseyear)], - ignore_index=True) - valid_grouping_years + _intervals = ( + pd.concat( + [valid_grouping_years[1:], pd.Series(baseyear)], ignore_index=True + ) + - valid_grouping_years + ) ratios = _intervals / _intervals.sum() - + for ratio, grouping_year in zip(ratios, valid_grouping_years): n.madd( From 6f09a16b3a8f1f10c1808f3f42d7cdb5f0ff394c Mon Sep 17 00:00:00 2001 From: Micha Date: Thu, 11 Apr 2024 09:37:36 +0200 Subject: [PATCH 116/270] Add release note for serendipitous bugfix --- doc/release_notes.rst | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d9075ac71..660fa3573 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,7 +9,9 @@ Release Notes Upcoming Release ================ -* Group existing capacities to the earlier grouping_year for consistency with optimized capacities +* Group existing capacities to the earlier grouping_year for consistency with optimized capacities. + +* bugfix: installed heating capacities were 5% lower than existing heating capacities * Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. From dd874e0ed8ae9ef2a99e1bdf51d093f7adeef958 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Thu, 11 Apr 2024 09:52:17 +0200 Subject: [PATCH 117/270] rename _intervals to _years, shorten definition --- scripts/add_existing_baseyear.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 285776cc4..db2c27e42 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -468,14 +468,12 @@ def add_heating_capacities_installed_before_baseyear( and int(grouping_year) < int(baseyear) ] ) + + # get number of years of each interval + _years = (valid_grouping_years.diff().shift(-1) + .fillna(baseyear-valid_grouping_years.iloc[-1])) # Installation is assumed to be linear for the past - _intervals = ( - pd.concat( - [valid_grouping_years[1:], pd.Series(baseyear)], ignore_index=True - ) - - valid_grouping_years - ) - ratios = _intervals / _intervals.sum() + ratios = _years / _years.sum() for ratio, grouping_year in zip(ratios, valid_grouping_years): From ec96a73baf745ecff3c10e418ae5dcde8ac19958 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Thu, 11 Apr 2024 13:54:33 +0200 Subject: [PATCH 118/270] define active assets consitently --- scripts/add_brownfield.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 7e49031b7..16b4e0870 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -40,8 +40,8 @@ def add_brownfield(n, n_p, year): # CO2 or global EU values since these are already in n n_p.mremove(c.name, c.df.index[c.df.lifetime == np.inf]) - # remove assets whose build_year + lifetime < year - n_p.mremove(c.name, c.df.index[c.df.build_year + c.df.lifetime < year]) + # remove assets whose build_year + lifetime <= year + n_p.mremove(c.name, c.df.index[c.df.build_year + c.df.lifetime <= year]) # remove assets if their optimized nominal capacity is lower than a threshold # since CHP heat Link is proportional to CHP electric Link, make sure threshold is compatible From da15ab3ac25ea6c85dc60d100e239cd666c81bbd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 11 Apr 2024 12:21:43 +0000 Subject: [PATCH 119/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_existing_baseyear.py | 29 +++++++++++++++++------------ 1 file changed, 17 insertions(+), 12 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index db2c27e42..e75fe5a2a 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -189,18 +189,20 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas phased_out = df_agg[df_agg["DateOut"] < baseyear].index df_agg.drop(phased_out, inplace=True) - older_assets = (df_agg.DateIn Date: Tue, 16 Apr 2024 10:24:16 +0200 Subject: [PATCH 120/270] no addition of straight lines --- scripts/base_network.py | 58 ----------------------------------------- 1 file changed, 58 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 663e995f3..6727a7245 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -713,64 +713,6 @@ def _set_shapes(n, country_shapes, offshore_shapes): type=all_shapes["type"], ) - # Write the AC and DC line shapes to the network.shapes component - start_index = n.shapes.index.astype(int).max() + 1 - index_AC = pd.RangeIndex(start=start_index, stop=start_index + len(n.lines)) - geo_AC = gpd.GeoSeries( - n.lines.geometry.apply(shapely.wkt.loads).fillna( - n.lines[["bus0", "bus1"]].apply( - lambda x: LineString( - [n.buses.loc[x[0], ["x", "y"]], n.buses.loc[x[1], ["x", "y"]]] - ), - axis=1, - ) - ) - ) - geo_AC.index = index_AC - - n.madd( - "Shape", - index_AC, - geometry=geo_AC.values, - idx=n.lines.index, - component="Line", - type=n.lines.carrier.values, - ) - - if n.links.empty: - return - start_index = n.shapes.index.astype(int).max() + 1 - index_DC = pd.RangeIndex(start=start_index, stop=start_index + len(n.links)) - if "geometry" in n.links.columns: - geo_DC = gpd.GeoSeries( - n.links.geometry.apply(shapely.wkt.loads).fillna( - n.links[["bus0", "bus1"]].apply( - lambda x: LineString( - [n.buses.loc[x[0], ["x", "y"]], n.buses.loc[x[1], ["x", "y"]]] - ), - axis=1, - ) - ) - ) - else: - geo_DC = gpd.GeoSeries( - n.links[["bus0", "bus1"]].apply( - lambda x: LineString( - [n.buses.loc[x[0], ["x", "y"]], n.buses.loc[x[1], ["x", "y"]]] - ), - axis=1, - ) - ) - - n.madd( - "Shape", - index_DC, - geometry=geo_DC.values, - idx=n.links.index, - component="Link", - type=n.links.carrier.values, - ) - def base_network( eg_buses, From 6aac8c90b4c221e11a9d44df7ddcf91d7765a3f6 Mon Sep 17 00:00:00 2001 From: cpschau Date: Tue, 16 Apr 2024 10:30:39 +0200 Subject: [PATCH 121/270] added release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..4441f439b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Added shapes to .nc file for different stages of the network object in `base_network`, `build_bus_regions`, and `cluster_network`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From 6ea8d52a81085d3396d831289bd5c3b0f50c602c Mon Sep 17 00:00:00 2001 From: cpschau Date: Tue, 16 Apr 2024 10:43:07 +0200 Subject: [PATCH 122/270] no directory change before mock_snakemake --- scripts/base_network.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 6727a7245..d96a7e541 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -781,12 +781,9 @@ def base_network( if __name__ == "__main__": if "snakemake" not in globals(): - import os from _helpers import mock_snakemake - os.chdir(os.path.dirname(os.path.abspath(__file__))) - snakemake = mock_snakemake("base_network") configure_logging(snakemake) set_scenario_config(snakemake) From feb564506a1c11ee7bb0b1c20be29a0e8027656f Mon Sep 17 00:00:00 2001 From: martacki Date: Tue, 16 Apr 2024 15:41:01 +0200 Subject: [PATCH 123/270] remove connection_costs as snakemake output from simplify_network --- rules/build_electricity.smk | 1 - scripts/simplify_network.py | 12 ++---------- 2 files changed, 2 insertions(+), 11 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 65e241896..ed341d2f8 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -487,7 +487,6 @@ rule simplify_network: regions_onshore=resources("regions_onshore_elec_s{simpl}.geojson"), regions_offshore=resources("regions_offshore_elec_s{simpl}.geojson"), busmap=resources("busmap_elec_s{simpl}.csv"), - connection_costs=resources("connection_costs_s{simpl}.csv"), log: logs("simplify_network/elec_s{simpl}.log"), benchmark: diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 24df7312e..d74fcdb53 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -207,7 +207,7 @@ def _compute_connection_costs_to_bus( return connection_costs_to_bus -def _adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus, output): +def _adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus): connection_costs = {} for tech in connection_costs_to_bus: tech_b = n.generators.carrier == tech @@ -228,14 +228,12 @@ def _adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus, out ) ) connection_costs[tech] = costs - pd.DataFrame(connection_costs).to_csv(output.connection_costs) def _aggregate_and_move_components( n, busmap, connection_costs_to_bus, - output, aggregate_one_ports={"Load", "StorageUnit"}, aggregation_strategies=dict(), exclude_carriers=None, @@ -248,7 +246,7 @@ def replace_components(n, c, df, pnl): if not df.empty: import_series_from_dataframe(n, df, c, attr) - _adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus, output) + _adjust_capital_costs_using_connection_costs(n, connection_costs_to_bus) generator_strategies = aggregation_strategies["generators"] @@ -281,7 +279,6 @@ def simplify_links( length_factor, p_max_pu, exclude_carriers, - output, aggregation_strategies=dict(), ): ## Complex multi-node links are folded into end-points @@ -406,7 +403,6 @@ def split_links(nodes): n, busmap, connection_costs_to_bus, - output, aggregation_strategies=aggregation_strategies, exclude_carriers=exclude_carriers, ) @@ -419,7 +415,6 @@ def remove_stubs( renewable_carriers, length_factor, simplify_network, - output, aggregation_strategies=dict(), ): logger.info("Removing stubs") @@ -436,7 +431,6 @@ def remove_stubs( n, busmap, connection_costs_to_bus, - output, aggregation_strategies=aggregation_strategies, exclude_carriers=simplify_network["exclude_carriers"], ) @@ -556,7 +550,6 @@ def cluster( params.length_factor, params.p_max_pu, params.simplify_network["exclude_carriers"], - snakemake.output, params.aggregation_strategies, ) @@ -569,7 +562,6 @@ def cluster( params.renewable_carriers, params.length_factor, params.simplify_network, - snakemake.output, aggregation_strategies=params.aggregation_strategies, ) busmaps.append(stub_map) From 48f199f93671338c0f8a5e159804e4e8c752cbbd Mon Sep 17 00:00:00 2001 From: martacki Date: Tue, 16 Apr 2024 15:46:36 +0200 Subject: [PATCH 124/270] remove UA from countries list for synthetic load data --- scripts/build_electricity_demand.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index 9174672d5..7615bbc63 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -311,6 +311,8 @@ def manual_adjustment(load, fn_load, countries): logger.info("Supplement missing data with synthetic data.") fn = snakemake.input.synthetic synthetic_load = pd.read_csv(fn, index_col=0, parse_dates=True) + # "UA" does not appear in synthetic load data + countries = list(set(countries) - set(["UA"])) synthetic_load = synthetic_load.loc[snapshots, countries] load = load.combine_first(synthetic_load) From 2113b6657f2adbce93cebb025b45bf01af5b5f80 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 18 Apr 2024 20:31:42 +0500 Subject: [PATCH 125/270] add logging --- scripts/build_energy_totals.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index f32815b1d..70a8e51f0 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -990,6 +990,7 @@ def update_residential_from_eurostat(energy): # Set indexes back energy_totals.set_index(["country", "year"], inplace=True) + logger.info("Updated energy balances for residential using disaggregate final energy consumption data in Households from Eurostat") return energy_totals From bc786079268b6768bc7d832be7e58deb6679c4f5 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 18 Apr 2024 15:32:26 +0000 Subject: [PATCH 126/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_energy_totals.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 70a8e51f0..d80a8e85f 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -990,7 +990,9 @@ def update_residential_from_eurostat(energy): # Set indexes back energy_totals.set_index(["country", "year"], inplace=True) - logger.info("Updated energy balances for residential using disaggregate final energy consumption data in Households from Eurostat") + logger.info( + "Updated energy balances for residential using disaggregate final energy consumption data in Households from Eurostat" + ) return energy_totals From e90b37e6d7012ce5bbc72d257a549053830560f7 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Fri, 19 Apr 2024 17:41:50 +0200 Subject: [PATCH 127/270] Improve agg_p_nom_minmax file management --- config/config.default.yaml | 5 +-- data/agg_p_nom_minmax.csv | 63 ++++++++++++++++++------------------ doc/configtables/solving.csv | 2 +- scripts/solve_network.py | 5 +-- 4 files changed, 37 insertions(+), 38 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index f500c8bb9..7f40db20c 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -760,10 +760,7 @@ solving: agg_p_nom_limits: agg_offwind: false include_existing: false - years: - 2030: data/agg_p_nom_minmax.csv - 2040: data/agg_p_nom_minmax.csv - 2050: data/agg_p_nom_minmax.csv + file: data/agg_p_nom_minmax.csv constraints: CCL: false diff --git a/data/agg_p_nom_minmax.csv b/data/agg_p_nom_minmax.csv index 111215bc3..7a6a7f73d 100644 --- a/data/agg_p_nom_minmax.csv +++ b/data/agg_p_nom_minmax.csv @@ -1,31 +1,32 @@ -country,carrier,min,max -DE,onwind,0.1, -DE,offwind-ac,0.1, -DE,offwind-dc,0.1, -DE,solar,0.2, -LU,onwind,, -LU,solar,, -NL,onwind,, -NL,offwind-ac,, -NL,offwind-dc,, -NL,solar,, -GB,onwind,, -GB,offwind-ac,, -GB,offwind-dc,, -GB,solar,, -IE,onwind,, -IE,offwind-ac,, -IE,offwind-dc,, -IE,solar,, -FR,onwind,, -FR,offwind-ac,, -FR,offwind-dc,, -FR,solar,, -DK,onwind,, -DK,offwind-ac,, -DK,offwind-dc,, -DK,solar,, -BE,onwind,, -BE,offwind-ac,, -BE,offwind-dc,, -BE,solar,, +,,2030,2030,2040,2040,2050,2050 +country,carrier,min,max,min,max,min,max +DE,onwind,0.1,,0.1,,0.1, +DE,offwind-ac,0.1,,0.1,,0.1, +DE,offwind-dc,0.1,,0.1,,0.1, +DE,solar,0.2,,0.2,,0.2, +LU,onwind,,,,,, +LU,solar,,,,,, +NL,onwind,,,,,, +NL,offwind-ac,,,,,, +NL,offwind-dc,,,,,, +NL,solar,,,,,, +GB,onwind,,,,,, +GB,offwind-ac,,,,,, +GB,offwind-dc,,,,,, +GB,solar,,,,,, +IE,onwind,,,,,, +IE,offwind-ac,,,,,, +IE,offwind-dc,,,,,, +IE,solar,,,,,, +FR,onwind,,,,,, +FR,offwind-ac,,,,,, +FR,offwind-dc,,,,,, +FR,solar,,,,,, +DK,onwind,,,,,, +DK,offwind-ac,,,,,, +DK,offwind-dc,,,,,, +DK,solar,,,,,, +BE,onwind,,,,,, +BE,offwind-ac,,,,,, +BE,offwind-dc,,,,,, +BE,solar,,,,,, \ No newline at end of file diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index f96195048..2fc7999d0 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -17,7 +17,7 @@ options,,, agg_p_nom_limits,,,Configure per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. -- agg_offwind,bool,"{'true','false'}",Aggregate together all the types of offwind when writing the constraint. Default is false. -- include_existing,bool,"{'true','false'}",Take existing capacities into account when writing the constraint. Default is false. --- years,-,Dictionary with planning horizons as key and path as value,Reference to ``.csv`` file for each planning horizon. Defaults to ``data/agg_p_nom_minmax.csv``. +-- file,file,path,Reference to ``.csv`` file specifying per carrier generator nominal capacity constraints for individual countries and planning horizons. Defaults to ``data/agg_p_nom_minmax.csv``. constraints ,,, -- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. -- EQ,bool/string,"{'false',`n(c| )``; i.e. ``0.5``-``0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2d099068c..e0914b9f7 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -422,8 +422,9 @@ def add_CCL_constraints(n, config): agg_p_nom_limits: data/agg_p_nom_minmax.csv """ agg_p_nom_minmax = pd.read_csv( - config["solving"]["agg_p_nom_limits"]["years"][int(snakemake.wildcards.planning_horizons)], index_col=[0, 1] - ) + config["solving"]["agg_p_nom_limits"]["file"], + index_col=[0, 1], header=[0, 1] + )[snakemake.wildcards.planning_horizons] logger.info("Adding generation capacity constraints per carrier and country") p_nom = n.model["Generator-p_nom"] From aaba8fb115f6883e10937d9f57c15bad188f1487 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 20 Apr 2024 15:09:54 +0500 Subject: [PATCH 128/270] add OS based encoding --- scripts/build_biomass_transport_costs.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/scripts/build_biomass_transport_costs.py b/scripts/build_biomass_transport_costs.py index c20b38827..a54f85be3 100644 --- a/scripts/build_biomass_transport_costs.py +++ b/scripts/build_biomass_transport_costs.py @@ -19,13 +19,16 @@ import pandas as pd import tabula as tbl +import platform ENERGY_CONTENT = 4.8 # unit MWh/t (wood pellets) +system = platform.system() +encoding = 'cp1252' if system == 'Windows' else None def get_countries(): pandas_options = dict( - skiprows=range(6), header=None, index_col=0, encoding="cp1252" + skiprows=range(6), header=None, index_col=0, encoding=encoding ) return tbl.read_pdf( @@ -33,7 +36,7 @@ def get_countries(): pages="145", multiple_tables=False, pandas_options=pandas_options, - encoding="cp1252", + encoding=encoding, )[0].index @@ -44,7 +47,7 @@ def get_cost_per_tkm(page, countries): sep=" |,", engine="python", index_col=False, - encoding="cp1252", + encoding=encoding, ) sc = tbl.read_pdf( @@ -52,7 +55,7 @@ def get_cost_per_tkm(page, countries): pages=page, multiple_tables=False, pandas_options=pandas_options, - encoding="cp1252", + encoding=encoding, )[0] sc.index = countries sc.columns = sc.columns.str.replace("€", "EUR") From 3e1eef2934d26c6016dccbb804092ca4795d4b84 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 20 Apr 2024 15:14:24 +0500 Subject: [PATCH 129/270] revert mocksnakemake --- scripts/build_biomass_transport_costs.py | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/scripts/build_biomass_transport_costs.py b/scripts/build_biomass_transport_costs.py index a54f85be3..5cd10dd5c 100644 --- a/scripts/build_biomass_transport_costs.py +++ b/scripts/build_biomass_transport_costs.py @@ -91,12 +91,6 @@ def build_biomass_transport_costs(): if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake( - "build_biomass_transport_costs", - simpl="", - clusters=48, - ll="v1.0", - sector_opts="Co2L0-168H-T-H-B-I-solar3-dist1", - ) + snakemake = mock_snakemake("build_biomass_transport_costs") build_biomass_transport_costs() From b313b3940c6464ca2e4915588c556559832e9b22 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 20 Apr 2024 10:15:57 +0000 Subject: [PATCH 130/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_biomass_transport_costs.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/scripts/build_biomass_transport_costs.py b/scripts/build_biomass_transport_costs.py index 893a2187b..085a0f004 100644 --- a/scripts/build_biomass_transport_costs.py +++ b/scripts/build_biomass_transport_costs.py @@ -17,13 +17,14 @@ @author: bw0928 """ +import platform + import pandas as pd import tabula as tbl -import platform ENERGY_CONTENT = 4.8 # unit MWh/t (wood pellets) system = platform.system() -encoding = 'cp1252' if system == 'Windows' else None +encoding = "cp1252" if system == "Windows" else None def get_countries(): From 54f9ad450e673d54b7f39a056c7b170dfee7b6f3 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Mon, 22 Apr 2024 11:55:17 +0200 Subject: [PATCH 131/270] Fix index issue --- data/agg_p_nom_minmax.csv | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/data/agg_p_nom_minmax.csv b/data/agg_p_nom_minmax.csv index 7a6a7f73d..974b13a26 100644 --- a/data/agg_p_nom_minmax.csv +++ b/data/agg_p_nom_minmax.csv @@ -1,5 +1,6 @@ ,,2030,2030,2040,2040,2050,2050 -country,carrier,min,max,min,max,min,max +,,min,max,min,max,min,max +country,carrier,,,,,, DE,onwind,0.1,,0.1,,0.1, DE,offwind-ac,0.1,,0.1,,0.1, DE,offwind-dc,0.1,,0.1,,0.1, From cc49926a2307a6b76d7971bd5699155baeb2f8e9 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Tue, 23 Apr 2024 13:58:24 +0200 Subject: [PATCH 132/270] Fix gas network retrofit --- doc/release_notes.rst | 2 ++ scripts/add_brownfield.py | 74 +++++++++++++++++++-------------------- 2 files changed, 39 insertions(+), 37 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..d75064e4c 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Fix gas network retrofitting in `add_brownfield`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 7e49031b7..18dfbc1d1 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -86,43 +86,43 @@ def add_brownfield(n, n_p, year): for tattr in n.component_attrs[c.name].index[selection]: n.import_series_from_dataframe(c.pnl[tattr], c.name, tattr) - # deal with gas network - pipe_carrier = ["gas pipeline"] - if snakemake.params.H2_retrofit: - # drop capacities of previous year to avoid duplicating - to_drop = n.links.carrier.isin(pipe_carrier) & (n.links.build_year != year) - n.mremove("Link", n.links.loc[to_drop].index) - - # subtract the already retrofitted from today's gas grid capacity - h2_retrofitted_fixed_i = n.links[ - (n.links.carrier == "H2 pipeline retrofitted") - & (n.links.build_year != year) - ].index - gas_pipes_i = n.links[n.links.carrier.isin(pipe_carrier)].index - CH4_per_H2 = 1 / snakemake.params.H2_retrofit_capacity_per_CH4 - fr = "H2 pipeline retrofitted" - to = "gas pipeline" - # today's pipe capacity - pipe_capacity = n.links.loc[gas_pipes_i, "p_nom"] - # already retrofitted capacity from gas -> H2 - already_retrofitted = ( - n.links.loc[h2_retrofitted_fixed_i, "p_nom"] - .rename(lambda x: x.split("-2")[0].replace(fr, to)) - .groupby(level=0) - .sum() - ) - remaining_capacity = ( - pipe_capacity - - CH4_per_H2 - * already_retrofitted.reindex(index=pipe_capacity.index).fillna(0) - ) - n.links.loc[gas_pipes_i, "p_nom"] = remaining_capacity - else: - new_pipes = n.links.carrier.isin(pipe_carrier) & ( - n.links.build_year == year - ) - n.links.loc[new_pipes, "p_nom"] = 0.0 - n.links.loc[new_pipes, "p_nom_min"] = 0.0 + # deal with gas network + pipe_carrier = ["gas pipeline"] + if snakemake.params.H2_retrofit: + # drop capacities of previous year to avoid duplicating + to_drop = n.links.carrier.isin(pipe_carrier) & (n.links.build_year != year) + n.mremove("Link", n.links.loc[to_drop].index) + + # subtract the already retrofitted from today's gas grid capacity + h2_retrofitted_fixed_i = n.links[ + (n.links.carrier == "H2 pipeline retrofitted") + & (n.links.build_year != year) + ].index + gas_pipes_i = n.links[n.links.carrier.isin(pipe_carrier)].index + CH4_per_H2 = 1 / snakemake.params.H2_retrofit_capacity_per_CH4 + fr = "H2 pipeline retrofitted" + to = "gas pipeline" + # today's pipe capacity + pipe_capacity = n.links.loc[gas_pipes_i, "p_nom"] + # already retrofitted capacity from gas -> H2 + already_retrofitted = ( + n.links.loc[h2_retrofitted_fixed_i, "p_nom"] + .rename(lambda x: x.split("-2")[0].replace(fr, to) + f"-{year}") + .groupby(level=0) + .sum() + ) + remaining_capacity = ( + pipe_capacity + - CH4_per_H2 + * already_retrofitted.reindex(index=pipe_capacity.index).fillna(0) + ) + n.links.loc[gas_pipes_i, "p_nom"] = remaining_capacity + else: + new_pipes = n.links.carrier.isin(pipe_carrier) & ( + n.links.build_year == year + ) + n.links.loc[new_pipes, "p_nom"] = 0.0 + n.links.loc[new_pipes, "p_nom_min"] = 0.0 def disable_grid_expansion_if_limit_hit(n): From c505ea174e7b2272db98fdeefae2540062ea7ad5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 24 Apr 2024 16:23:43 +0200 Subject: [PATCH 133/270] doc: update solver requirements [skip ci] --- config/config.default.yaml | 2 +- doc/configtables/solving.csv | 2 +- doc/installation.rst | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 42132f226..0db6dc037 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -770,7 +770,7 @@ solving: solver_options: highs-default: - # refer to https://ergo-code.github.io/HiGHS/options/definitions.html#solver + # refer to https://ergo-code.github.io/HiGHS/dev/options/definitions/ threads: 4 solver: "ipm" run_crossover: "off" diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 7189399b3..4d2451953 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -20,7 +20,7 @@ constraints ,,, -- BAU,bool,"{'true','false'}",Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities`` -- SAFE,bool,"{'true','false'}",Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network. solver,,, --- name,--,"One of {'gurobi', 'cplex', 'cbc', 'glpk', 'ipopt'}; potentially more possible",Solver to use for optimisation problems in the workflow; e.g. clustering and linear optimal power flow. +-- name,--,"One of {'gurobi', 'cplex', 'highs', 'cbc', 'glpk'}; potentially more possible",Solver to use for optimisation problems in the workflow; e.g. clustering and linear optimal power flow. -- options,--,Key listed under ``solver_options``.,Link to specific parameter settings. solver_options,,dict,Dictionaries with solver-specific parameter settings. mem,MB,int,Estimated maximum memory requirement for solving networks. diff --git a/doc/installation.rst b/doc/installation.rst index dd5c912e6..45404e1f9 100644 --- a/doc/installation.rst +++ b/doc/installation.rst @@ -62,7 +62,7 @@ PyPSA is known to work with the free software - `HiGHS `__ - `Cbc `__ - `GLPK `__ (`WinGLKP `__) -- `Ipopt `__ +- `SCIP `__ and the non-free, commercial software (for some of which free academic licenses are available) @@ -80,7 +80,7 @@ Nevertheless, you can still use open-source solvers for smaller problems. .. note:: The rules :mod:`cluster_network` and :mod:`simplify_network` solve a mixed-integer quadratic optimisation problem for clustering. - The open-source solvers HiGHS, Cbc and GlPK cannot handle this. A fallback to SCIP is implemented in this case. + The open-source solvers HiGHS, Cbc and GlPK cannot handle this. A fallback to SCIP is implemented in this case, which is included in the standard environment specifications. For an open-source solver setup install in your ``conda`` environment on OSX/Linux. To install the default solver Gurobi, run .. code:: bash From 94e45168f89cafeee9f45d908a103c724a2e19ed Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:26:09 +0200 Subject: [PATCH 134/270] Add solar-hsat to config 1. Solar PV with single-axis tracking is added as 'solar-hast' to carriers. 2. Capacity factors are taken from atlite. Land-use is 15% higher acc. to NREL (Land-Use Requirements for Solar Power Plants in the United States). 3. The option for adding solar-hast to the network is set to 'True' as default. 4. A color is added for solar-hsat --- config/config.default.yaml | 22 ++++++++++++++++++++-- 1 file changed, 20 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0db6dc037..c00ca0b3e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -111,7 +111,7 @@ electricity: H2: 168 extendable_carriers: - Generator: [solar, onwind, offwind-ac, offwind-dc, OCGT] + Generator: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, OCGT] StorageUnit: [] # battery, H2 Store: [battery, H2] Link: [] # H2 pipeline @@ -121,7 +121,7 @@ electricity: everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, hydro] estimate_renewable_capacities: enable: true @@ -232,6 +232,21 @@ renewable: natura: true excluder_resolution: 100 clip_p_max_pu: 1.e-2 + solar-hsat: + cutout: europe-2013-sarah + resource: + method: pv + panel: CSi + orientation: + slope: 35. + azimuth: 180. + tracking: horizontal + capacity_per_sqkm: 4.43 # 15% higher land usage acc. to NREL + corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] + luisa: false # [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242, 1310, 1320, 1330, 1410, 1421, 1422, 2110, 2120, 2130, 2210, 2220, 2230, 2310, 2410, 2420, 3210, 3320, 3330] + natura: true + excluder_resolution: 100 + clip_p_max_pu: 1.e-2 hydro: cutout: europe-2013-era5 carriers: [ror, PHS, hydro] @@ -311,6 +326,7 @@ pypsa_eur: - offwind-ac - offwind-dc - solar + - solar-hsat - ror - nuclear StorageUnit: @@ -573,6 +589,7 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas + solar_utility_singla_axis_tracking : true biomass_to_liquid: false biosng: false limit_max_growth: @@ -890,6 +907,7 @@ plotting: # solar solar: "#f9d002" solar PV: "#f9d002" + solar-hsat: "#fdb915" solar thermal: '#ffbf2b' residential rural solar thermal: '#f1c069' services rural solar thermal: '#eabf61' From 91de7a891d649a8111c940f7afd94a0d6a27ffc7 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:28:33 +0200 Subject: [PATCH 135/270] Update rule: determine_availability_matrix Add solar-hsat as an Onshore technology --- rules/build_electricity.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index ed341d2f8..fac383d9c 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -233,7 +233,7 @@ rule determine_availability_matrix_MD_UA: offshore_shapes=resources("offshore_shapes.geojson"), regions=lambda w: ( resources("regions_onshore.geojson") - if w.technology in ("onwind", "solar") + if w.technology in ("onwind", "solar", "solar-hsat") else resources("regions_offshore.geojson") ), cutout=lambda w: "cutouts/" From b9cb82cc3bc8608939f611a32d1b242126f61e85 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:30:42 +0200 Subject: [PATCH 136/270] Update build_renewable_profiles Add solar-hsat to Onshore technologies --- rules/build_electricity.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index fac383d9c..afe0db8e6 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -301,7 +301,7 @@ rule build_renewable_profiles: offshore_shapes=resources("offshore_shapes.geojson"), regions=lambda w: ( resources("regions_onshore.geojson") - if w.technology in ("onwind", "solar") + if w.technology in ("onwind", "solar", "solar-hsat") else resources("regions_offshore.geojson") ), cutout=lambda w: "cutouts/" From f0187437c106db0e1b394b6b90e991f3cd9e991d Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:32:58 +0200 Subject: [PATCH 137/270] Update costs Rename 'solar-utility single-axis' (taken from technology data) to solar-hsat --- scripts/add_electricity.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 7e60203fe..31ed10485 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -235,6 +235,8 @@ def load_costs(tech_costs, config, max_hours, Nyears=1.0): + (1 - config["rooftop_share"]) * costs.at["solar-utility", "capital_cost"] ) + costs= costs.rename({'solar-utility single-axis tracking':'solar-hsat'}) + def costs_for_storage(store, link1, link2=None, max_hours=1.0): capital_cost = link1["capital_cost"] + max_hours * store["capital_cost"] if link2 is not None: From 692d837b14592e56b92eaa8ec1a46091304068d4 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:35:29 +0200 Subject: [PATCH 138/270] Update add_electricity_grid_connection Add solar-hsat as technology with a grid connection cost --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b6ec98b2f..589c28d46 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1115,7 +1115,7 @@ def insert_gas_distribution_costs(n, costs): def add_electricity_grid_connection(n, costs): - carriers = ["onwind", "solar"] + carriers = ["onwind", "solar", "solar-hsat"] gens = n.generators.index[n.generators.carrier.isin(carriers)] From be876761f2f7e4727da6e2cf83e6b1b511738774 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:37:53 +0200 Subject: [PATCH 139/270] Add remove option for solar-hsat Add function to remove solar-hsat if the config option is 'False' --- scripts/prepare_sector_network.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 589c28d46..20aa89596 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3319,7 +3319,13 @@ def remove_h2_network(n): if "EU H2 Store" in n.stores.index: n.stores.drop("EU H2 Store", inplace=True) +def remove_solar_tracking(n): + for tech in ['solar-hsat']: + print('removing '+tech) + n.mremove("Generator" , n.generators.index[n.generators.carrier==tech]) + + def limit_individual_line_extension(n, maxext): logger.info(f"Limiting new HVAC and HVDC extensions to {maxext} MW") n.lines["s_nom_max"] = n.lines["s_nom"] + maxext @@ -3696,6 +3702,9 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): if options["electricity_distribution_grid"]: insert_electricity_distribution_grid(n, costs) + if not options["solar_utility_singla_axis_tracking"]: + remove_solar_tracking(n) + maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) if options["gas_distribution_grid"]: From f69ec97a18eb29bd815145e87edea92f828fff21 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:45:31 +0200 Subject: [PATCH 140/270] Add solar_potential constraint The constraint ensures the combined installed capacity of solar and solar-hsat does not exceed the total solar capacity of the node --- scripts/solve_network.py | 56 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index dbde8813a..47a9c1e76 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -43,6 +43,7 @@ set_scenario_config, update_config_from_wildcards, ) +from functools import reduce from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense @@ -198,6 +199,61 @@ def _add_land_use_constraint_m(n, planning_horizons, config): n.generators.p_nom_max.clip(lower=0, inplace=True) +def add_solar_potential_constraints(n, config): + """ + Add constraint to make sure the sum capacity of all solar technologies (fixed, tracking, ets. ) is below the region potential. + Example: + ES1 0: total solar potential is 10 GW, meaning: + solar potential : 10 GW + solar-hsat potential : 8 GW (solar with single axis tracking is assumed to have higher land use) + The constraint ensures that: + solar_p_nom + solar_hsat_p_nom * 1.13 <= 10 GW + """ + land_use_factors= { + 'solar-hsat' : config['renewable']['solar']['capacity_per_sqkm']/config['renewable']['solar-hsat']['capacity_per_sqkm'] , + } + gen_index = n.generators[n.generators.p_nom_extendable].index + + filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal + solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) + solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index + solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index + land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + for key in land_use_factors.keys(): + land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + + rename = {"Generator-ext": "Generator"} + if "m" in snakemake.wildcards.clusters: + location = ( + pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + ) + ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + + else : + location = ( + n.buses.location + if "location" in n.buses.columns + else pd.Series(n.buses.index, index=n.buses.index) + ) + ggrouper= (n.generators.loc[solar].bus) + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + + lhs = ( + (n.model["Generator-p_nom"].rename(rename).loc[solar] + *land_use.squeeze().values) + .groupby(ggrouper) + .sum() + ) + + print('adding solar rooftop constraints...') + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): """ From 9a55c8fa7bd62344aa86a5fb1a57e056a600466f Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:47:30 +0200 Subject: [PATCH 141/270] Update potential constraint Only implement constraint if solar-hsat option is selected in config --- scripts/solve_network.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 47a9c1e76..0d5ce1e6d 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -918,6 +918,10 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) + + if config["sector"]['solar_utility_singla_axis_tracking']: + add_solar_potential_constraints(n, config) + add_battery_constraints(n) add_lossy_bidirectional_link_constraints(n) add_pipe_retrofit_constraint(n) From fde0cd9aae16deccb30745330045dae9f500ac9d Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:49:14 +0200 Subject: [PATCH 142/270] Update land_use constraints Add solar-hsat and solar-rooftop to land use constraints --- scripts/solve_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0d5ce1e6d..8048af61e 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -124,7 +124,7 @@ def check_p_min_p_max(p_nom_max): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -159,7 +159,7 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 From 29f6c9507f01c5a9cca7f8435c6260143f60dd6f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 25 Apr 2024 15:36:31 +0000 Subject: [PATCH 143/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index ed341d2f8..c074bdbd2 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -433,7 +433,7 @@ rule add_electricity: else resources("networks/base.nc") ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), regions=resources("regions_onshore.geojson"), powerplants=resources("powerplants.csv"), @@ -478,7 +478,7 @@ rule simplify_network: input: network=resources("networks/elec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), regions_onshore=resources("regions_onshore.geojson"), regions_offshore=resources("regions_offshore.geojson"), @@ -526,7 +526,7 @@ rule cluster_network: else [] ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), output: network=resources("networks/elec_s{simpl}_{clusters}.nc"), @@ -555,7 +555,7 @@ rule add_extra_components: input: network=resources("networks/elec_s{simpl}_{clusters}.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), output: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), @@ -590,7 +590,7 @@ rule prepare_network: input: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), co2_price=lambda w: resources("co2_price.csv") if "Ept" in w.opts else [], output: From 884d308d8b1de46988db184c94443299d1935293 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 25 Apr 2024 17:45:51 +0200 Subject: [PATCH 144/270] Bump powerplantmatching version Needed in order to get renewable capacities from pm.IRENA newer than 2020; updated to 2023 in version 0.5.13 --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index ee1d1605a..8f4258052 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -25,7 +25,7 @@ dependencies: - yaml - pytables - lxml -- powerplantmatching>=0.5.5,!=0.5.9 +- powerplantmatching>=0.5.13 - numpy - pandas>=2.1 - geopandas>=0.11.0 From a4a2af5404abf0a5452d68a22986b7cb7d0943ee Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 25 Apr 2024 18:05:41 +0200 Subject: [PATCH 145/270] Fix double space in existing capacities The `name_suffix` variable already includes a space after the bus name. --- scripts/add_existing_baseyear.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index e75fe5a2a..0ae231252 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -310,7 +310,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas n.madd( "Generator", new_capacity.index, - suffix=" " + name_suffix, + suffix=name_suffix, bus=new_capacity.index, carrier=generator, p_nom=new_capacity, From 105cadaf7b83a1a549482c3f39f33e2285a0894c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 25 Apr 2024 16:08:45 +0000 Subject: [PATCH 146/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index ed341d2f8..c074bdbd2 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -433,7 +433,7 @@ rule add_electricity: else resources("networks/base.nc") ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), regions=resources("regions_onshore.geojson"), powerplants=resources("powerplants.csv"), @@ -478,7 +478,7 @@ rule simplify_network: input: network=resources("networks/elec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), regions_onshore=resources("regions_onshore.geojson"), regions_offshore=resources("regions_offshore.geojson"), @@ -526,7 +526,7 @@ rule cluster_network: else [] ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), output: network=resources("networks/elec_s{simpl}_{clusters}.nc"), @@ -555,7 +555,7 @@ rule add_extra_components: input: network=resources("networks/elec_s{simpl}_{clusters}.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), output: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), @@ -590,7 +590,7 @@ rule prepare_network: input: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), co2_price=lambda w: resources("co2_price.csv") if "Ept" in w.opts else [], output: From edc1d4991a0c84330a6390d043880447a6db7a40 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 26 Apr 2024 09:35:54 +0200 Subject: [PATCH 147/270] reenable windows ci with snakemake 8.11 --- .github/workflows/ci.yaml | 2 +- Snakefile | 2 +- envs/environment.yaml | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 7aabf0e6c..c17c0425f 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -31,7 +31,7 @@ jobs: os: - ubuntu-latest - macos-latest -# - windows-latest + - windows-latest inhouse: - stable - master diff --git a/Snakefile b/Snakefile index ba93a869f..e69807089 100644 --- a/Snakefile +++ b/Snakefile @@ -8,7 +8,7 @@ from os.path import normpath, exists from shutil import copyfile, move, rmtree from snakemake.utils import min_version -min_version("8.5") +min_version("8.11") from scripts._helpers import path_provider, copy_default_files, get_scenarios, get_rdir diff --git a/envs/environment.yaml b/envs/environment.yaml index ee1d1605a..0a378fdc8 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -20,7 +20,7 @@ dependencies: - openpyxl!=3.1.1 - pycountry - seaborn -- snakemake-minimal>=8.5 +- snakemake-minimal>=8.11 - memory_profiler - yaml - pytables From 3e93c14dd4cac4cdba266315b29ed8ef531885b8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 11:32:22 +0000 Subject: [PATCH 148/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/config.default.yaml | 6 +- scripts/add_electricity.py | 2 +- scripts/prepare_sector_network.py | 11 +-- scripts/solve_network.py | 116 ++++++++++++++++++++---------- 4 files changed, 90 insertions(+), 45 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index c00ca0b3e..11890db06 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -240,13 +240,13 @@ renewable: orientation: slope: 35. azimuth: 180. - tracking: horizontal + tracking: horizontal capacity_per_sqkm: 4.43 # 15% higher land usage acc. to NREL corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] luisa: false # [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242, 1310, 1320, 1330, 1410, 1421, 1422, 2110, 2120, 2130, 2210, 2220, 2230, 2310, 2410, 2420, 3210, 3320, 3330] natura: true excluder_resolution: 100 - clip_p_max_pu: 1.e-2 + clip_p_max_pu: 1.e-2 hydro: cutout: europe-2013-era5 carriers: [ror, PHS, hydro] @@ -589,7 +589,7 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas - solar_utility_singla_axis_tracking : true + solar_utility_singla_axis_tracking: true biomass_to_liquid: false biosng: false limit_max_growth: diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 31ed10485..374e40aae 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -235,7 +235,7 @@ def load_costs(tech_costs, config, max_hours, Nyears=1.0): + (1 - config["rooftop_share"]) * costs.at["solar-utility", "capital_cost"] ) - costs= costs.rename({'solar-utility single-axis tracking':'solar-hsat'}) + costs = costs.rename({"solar-utility single-axis tracking": "solar-hsat"}) def costs_for_storage(store, link1, link2=None, max_hours=1.0): capital_cost = link1["capital_cost"] + max_hours * store["capital_cost"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 20aa89596..f5eecf3db 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3319,13 +3319,14 @@ def remove_h2_network(n): if "EU H2 Store" in n.stores.index: n.stores.drop("EU H2 Store", inplace=True) + def remove_solar_tracking(n): - for tech in ['solar-hsat']: - print('removing '+tech) - n.mremove("Generator" , n.generators.index[n.generators.carrier==tech]) + for tech in ["solar-hsat"]: + print("removing " + tech) + n.mremove("Generator", n.generators.index[n.generators.carrier == tech]) + - def limit_individual_line_extension(n, maxext): logger.info(f"Limiting new HVAC and HVDC extensions to {maxext} MW") n.lines["s_nom_max"] = n.lines["s_nom"] + maxext @@ -3703,7 +3704,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): insert_electricity_distribution_grid(n, costs) if not options["solar_utility_singla_axis_tracking"]: - remove_solar_tracking(n) + remove_solar_tracking(n) maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 8048af61e..08521273f 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -31,6 +31,7 @@ import os import re import sys +from functools import reduce import numpy as np import pandas as pd @@ -43,7 +44,6 @@ set_scenario_config, update_config_from_wildcards, ) -from functools import reduce from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense @@ -124,7 +124,14 @@ def check_p_min_p_max(p_nom_max): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -159,7 +166,14 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -199,7 +213,8 @@ def _add_land_use_constraint_m(n, planning_horizons, config): n.generators.p_nom_max.clip(lower=0, inplace=True) -def add_solar_potential_constraints(n, config): + +def add_solar_potential_constraints(n, config): """ Add constraint to make sure the sum capacity of all solar technologies (fixed, tracking, ets. ) is below the region potential. Example: @@ -209,51 +224,81 @@ def add_solar_potential_constraints(n, config): The constraint ensures that: solar_p_nom + solar_hsat_p_nom * 1.13 <= 10 GW """ - land_use_factors= { - 'solar-hsat' : config['renewable']['solar']['capacity_per_sqkm']/config['renewable']['solar-hsat']['capacity_per_sqkm'] , - } + land_use_factors = { + "solar-hsat": config["renewable"]["solar"]["capacity_per_sqkm"] + / config["renewable"]["solar-hsat"]["capacity_per_sqkm"], + } gen_index = n.generators[n.generators.p_nom_extendable].index - filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal - solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) - solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index - solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index - land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + filters = [ + ("solar", True), + ("thermal", False), + ("rooftop", False), + ] ## filter all utility solar generation except solar thermal + solar = reduce( + lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], + filters, + gen_index, + ) + solar_today = n.generators[ + (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) + ].index + solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index + land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) for key in land_use_factors.keys(): - land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + land_use = land_use.apply( + lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 + ) rename = {"Generator-ext": "Generator"} if "m" in snakemake.wildcards.clusters: - location = ( - pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + location = pd.Series( + [" ".join(i.split(" ")[:2]) for i in n.generators.index], + index=n.generators.index, ) - ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + ggrouper = pd.Series( + n.generators.loc[solar].index.rename("bus").map(location), + index=n.generators.loc[solar].index, + ).to_xarray() + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].index.rename("bus").map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) - else : + else: location = ( n.buses.location if "location" in n.buses.columns else pd.Series(n.buses.index, index=n.buses.index) ) - ggrouper= (n.generators.loc[solar].bus) - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + ggrouper = n.generators.loc[solar].bus + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) lhs = ( - (n.model["Generator-p_nom"].rename(rename).loc[solar] - *land_use.squeeze().values) - .groupby(ggrouper) - .sum() - ) + ( + n.model["Generator-p_nom"].rename(rename).loc[solar] + * land_use.squeeze().values + ) + .groupby(ggrouper) + .sum() + ) + + print("adding solar rooftop constraints...") + n.model.add_constraints(lhs <= rhs, name="solar_potential") - print('adding solar rooftop constraints...') - n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): """ @@ -918,9 +963,8 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) - - if config["sector"]['solar_utility_singla_axis_tracking']: - add_solar_potential_constraints(n, config) + if config["sector"]["solar_utility_singla_axis_tracking"]: + add_solar_potential_constraints(n, config) add_battery_constraints(n) add_lossy_bidirectional_link_constraints(n) From 7a2f07e135e8d9a699516d6f3b58ce5cb877d53a Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Mon, 29 Apr 2024 14:33:51 +0200 Subject: [PATCH 149/270] Fix component index error The list of carriers for adjust_renewable_profiles is read from config['electricity']['renewable_carriers'] which includes 'solar-hsat' and would result in 'Components Index(['AL0 0 solar-hsat',...) for attribute p_max_pu of Generator are not in main components dataframe generators' warning for the myopic run if the solar tracking option is false. --- scripts/add_brownfield.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 16b4e0870..17f19c293 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -201,6 +201,8 @@ def adjust_renewable_profiles(n, input_profiles, params, year): for carrier in params["carriers"]: if carrier == "hydro": continue + if carrier =='solar-hsat' and not snakemake.config['sector']['solar_utility_singla_axis_tracking']: + continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: continue From c66549c577469e60d1d406f643c154aba0d6060f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 12:34:08 +0000 Subject: [PATCH 150/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_brownfield.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 17f19c293..4559f80fc 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -201,8 +201,11 @@ def adjust_renewable_profiles(n, input_profiles, params, year): for carrier in params["carriers"]: if carrier == "hydro": continue - if carrier =='solar-hsat' and not snakemake.config['sector']['solar_utility_singla_axis_tracking']: - continue + if ( + carrier == "solar-hsat" + and not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] + ): + continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: continue From ea0e2f66ce41107addcc018bca05700c9ead542c Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Mon, 29 Apr 2024 15:58:42 +0200 Subject: [PATCH 151/270] Fix empty array error In case there are no extendable solar generators in the network, the constraint is not implemented. Without this condition, an 'empty array' error will arise. --- scripts/solve_network.py | 101 +++++++++++++++------------------------ 1 file changed, 38 insertions(+), 63 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 08521273f..de8c49353 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -228,76 +228,51 @@ def add_solar_potential_constraints(n, config): "solar-hsat": config["renewable"]["solar"]["capacity_per_sqkm"] / config["renewable"]["solar-hsat"]["capacity_per_sqkm"], } - gen_index = n.generators[n.generators.p_nom_extendable].index - - filters = [ - ("solar", True), - ("thermal", False), - ("rooftop", False), - ] ## filter all utility solar generation except solar thermal - solar = reduce( - lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], - filters, - gen_index, - ) - solar_today = n.generators[ - (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) - ].index - solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index - land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) - for key in land_use_factors.keys(): - land_use = land_use.apply( - lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 - ) - rename = {"Generator-ext": "Generator"} - if "m" in snakemake.wildcards.clusters: - location = pd.Series( - [" ".join(i.split(" ")[:2]) for i in n.generators.index], - index=n.generators.index, - ) - ggrouper = pd.Series( - n.generators.loc[solar].index.rename("bus").map(location), - index=n.generators.loc[solar].index, - ).to_xarray() - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby(n.generators.loc[solar_today].index.rename("bus").map(location)) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) - else: - location = ( + gen_index = n.generators[n.generators.p_nom_extendable].index + filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal + solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) + solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index + solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index + + if not solar.empty : + + land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + for key in land_use_factors.keys(): + land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + + if "m" in snakemake.wildcards.clusters: + location = ( + pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + ) + ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + + else : + location = ( n.buses.location if "location" in n.buses.columns else pd.Series(n.buses.index, index=n.buses.index) - ) - ggrouper = n.generators.loc[solar].bus - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) + ) + ggrouper= (n.generators.loc[solar].bus) + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) - lhs = ( - ( - n.model["Generator-p_nom"].rename(rename).loc[solar] - * land_use.squeeze().values - ) - .groupby(ggrouper) - .sum() - ) + lhs = ( + (n.model["Generator-p_nom"].rename(rename).loc[solar] + *land_use.squeeze().values) + .groupby(ggrouper) + .sum() + ) - print("adding solar rooftop constraints...") - n.model.add_constraints(lhs <= rhs, name="solar_potential") + print('adding solar rooftop constraints...') + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): From 2d2b0338cc23c534e1d4ffca58c0e8cd01cf79a0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 13:59:08 +0000 Subject: [PATCH 152/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/solve_network.py | 94 ++++++++++++++++++++++++++-------------- 1 file changed, 62 insertions(+), 32 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index de8c49353..302f1be24 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -231,48 +231,78 @@ def add_solar_potential_constraints(n, config): rename = {"Generator-ext": "Generator"} gen_index = n.generators[n.generators.p_nom_extendable].index - filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal - solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) - solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index - solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index - - if not solar.empty : - - land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + filters = [ + ("solar", True), + ("thermal", False), + ("rooftop", False), + ] ## filter all utility solar generation except solar thermal + solar = reduce( + lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], + filters, + gen_index, + ) + solar_today = n.generators[ + (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) + ].index + solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index + + if not solar.empty: + + land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) for key in land_use_factors.keys(): - land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + land_use = land_use.apply( + lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 + ) if "m" in snakemake.wildcards.clusters: - location = ( - pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + location = pd.Series( + [" ".join(i.split(" ")[:2]) for i in n.generators.index], + index=n.generators.index, ) - ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) - - else : + ggrouper = pd.Series( + n.generators.loc[solar].index.rename("bus").map(location), + index=n.generators.loc[solar].index, + ).to_xarray() + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby( + n.generators.loc[solar_today].index.rename("bus").map(location) + ) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) + + else: location = ( - n.buses.location - if "location" in n.buses.columns - else pd.Series(n.buses.index, index=n.buses.index) + n.buses.location + if "location" in n.buses.columns + else pd.Series(n.buses.index, index=n.buses.index) ) - ggrouper= (n.generators.loc[solar].bus) - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + ggrouper = n.generators.loc[solar].bus + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) lhs = ( - (n.model["Generator-p_nom"].rename(rename).loc[solar] - *land_use.squeeze().values) - .groupby(ggrouper) + ( + n.model["Generator-p_nom"].rename(rename).loc[solar] + * land_use.squeeze().values + ) + .groupby(ggrouper) .sum() - ) + ) - print('adding solar rooftop constraints...') - n.model.add_constraints(lhs <= rhs, name="solar_potential") + print("adding solar rooftop constraints...") + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): From 162d376ce96753fb09c24d3968b7115ecf29cad9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 19:55:49 +0000 Subject: [PATCH 153/270] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black-pre-commit-mirror: 24.4.0 → 24.4.2](https://github.com/psf/black-pre-commit-mirror/compare/24.4.0...24.4.2) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index a3aab9eda..3ffe8d9e8 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black-pre-commit-mirror - rev: 24.4.0 + rev: 24.4.2 hooks: # Format Python files - id: black From 54e3d2bb1bad28370170b6b90919cebc5cb27a98 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Tue, 23 Apr 2024 23:04:26 +0200 Subject: [PATCH 154/270] Fix typo --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b6ec98b2f..9f53e3170 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -97,7 +97,7 @@ def define_spatial(nodes, options): spatial.gas.industry = nodes + " gas for industry" spatial.gas.industry_cc = nodes + " gas for industry CC" spatial.gas.biogas_to_gas = nodes + " biogas to gas" - spatial.gas.biogas_to_gas_cc = nodes + "biogas to gas CC" + spatial.gas.biogas_to_gas_cc = nodes + " biogas to gas CC" else: spatial.gas.nodes = ["EU gas"] spatial.gas.locations = ["EU"] From 45aa714bdcdee1e08e1cefb514da4d4858afe02a Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Fri, 12 Apr 2024 16:10:00 +0200 Subject: [PATCH 155/270] Add calculate_nodal_supply_energy in make summary --- doc/release_notes.rst | 2 ++ rules/postprocess.smk | 1 + scripts/make_summary.py | 71 +++++++++++++++++++++++++++++++++++++++++ 3 files changed, 74 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..d5532ddbb 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Add `nodal_supply_energy` to `make_summary`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/rules/postprocess.smk b/rules/postprocess.smk index e7df2e665..b2d53253d 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -199,6 +199,7 @@ rule make_summary: energy=RESULTS + "csvs/energy.csv", supply=RESULTS + "csvs/supply.csv", supply_energy=RESULTS + "csvs/supply_energy.csv", + nodal_supply_energy=RESULTS + "csvs/nodal_supply_energy.csv", prices=RESULTS + "csvs/prices.csv", weighted_prices=RESULTS + "csvs/weighted_prices.csv", market_values=RESULTS + "csvs/market_values.csv", diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 8c2a1aea1..dc1aaac13 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -413,6 +413,76 @@ def calculate_supply_energy(n, label, supply_energy): return supply_energy +def calculate_nodal_supply_energy(n, label, nodal_supply_energy): + """ + Calculate the total energy supply/consumption of each component at the buses + aggregated by carrier and node. + """ + + bus_carriers = n.buses.carrier.unique() + + for i in bus_carriers: + bus_map = n.buses.carrier == i + bus_map.at[""] = False + + for c in n.iterate_components(n.one_port_components): + items = c.df.index[c.df.bus.map(bus_map).fillna(False)] + + if len(items) == 0: + continue + + s = ( + pd.concat([ + ( + c.pnl.p[items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + .multiply(c.df.loc[items, "sign"]) + ), + c.df.loc[items][["bus", "carrier"]] + ], axis=1) + .groupby(by=["bus", "carrier"]) + .sum()[0] + ) + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + nodal_supply_energy = nodal_supply_energy.reindex(s.index.union(nodal_supply_energy.index)) + nodal_supply_energy.loc[s.index, label] = s + + for c in n.iterate_components(n.branch_components): + for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: + items = c.df.index[c.df["bus" + str(end)].map(bus_map).fillna(False)] + + if (len(items) == 0) or c.pnl["p" + end].empty: + continue + + s = ( + pd.concat([ + ( + (-1) * c.pnl["p" + end][items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + ), + c.df.loc[items][["bus0", "carrier"]] + ], axis=1) + .groupby(by=["bus0", "carrier"]) + .sum()[0] + ) + + s.index = s.index.map(lambda x: (x[0], x[1] + end)) + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + nodal_supply_energy = nodal_supply_energy.reindex( + s.index.union(nodal_supply_energy.index) + ) + + nodal_supply_energy.loc[s.index, label] = s + + return nodal_supply_energy + + def calculate_metrics(n, label, metrics): metrics_list = [ "line_volume", @@ -637,6 +707,7 @@ def make_summaries(networks_dict): "energy", "supply", "supply_energy", + "nodal_supply_energy", "prices", "weighted_prices", "price_statistics", From 02e434c8b019746d7914e69a824c40102691cb81 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 2 May 2024 17:22:56 +0200 Subject: [PATCH 156/270] Fix non steel related coal demand during transition (using sector_ratios) --- doc/release_notes.rst | 2 ++ scripts/prepare_sector_network.py | 8 +------- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f8..42a760877 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Fix non steel related coal demand during transition (using `sector_ratios_fraction_future`). + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b6ec98b2f..32b196ee7 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3070,13 +3070,7 @@ def add_industry(n, costs): p_set=p_set, ) - primary_steel = get( - snakemake.config["industry"]["St_primary_fraction"], investment_year - ) - dri_steel = get(snakemake.config["industry"]["DRI_fraction"], investment_year) - bof_steel = primary_steel - dri_steel - - if bof_steel > 0: + if (industrial_demand["coke"].sum() + industrial_demand["coal"].sum()) != 0: add_carrier_buses(n, "coal") mwh_coal_per_mwh_coke = 1.366 # from eurostat energy balance From 91e990c0b04e077dc5f026031f296ef3548a5a1b Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 3 May 2024 09:36:40 +0200 Subject: [PATCH 157/270] update env fixed --- envs/environment.fixed.yaml | 893 +++++++++++++++++++----------------- 1 file changed, 460 insertions(+), 433 deletions(-) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 8bbd70bf2..61c253750 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -7,440 +7,467 @@ channels: - bioconda - http://conda.anaconda.org/gurobi - conda-forge -- defaults dependencies: -- _libgcc_mutex=0.1 -- _openmp_mutex=4.5 -- affine=2.4.0 -- alsa-lib=1.2.10 -- ampl-mp=3.1.0 -- amply=0.1.6 -- appdirs=1.4.4 -- asttokens=2.4.1 -- atk-1.0=2.38.0 -- atlite=0.2.12 -- attr=2.5.1 -- attrs=23.2.0 -- aws-c-auth=0.7.15 -- aws-c-cal=0.6.9 -- aws-c-common=0.9.12 -- aws-c-compression=0.2.17 -- aws-c-event-stream=0.4.1 -- aws-c-http=0.8.0 -- aws-c-io=0.14.3 -- aws-c-mqtt=0.10.1 -- aws-c-s3=0.5.0 -- aws-c-sdkutils=0.1.14 -- aws-checksums=0.1.17 -- aws-crt-cpp=0.26.1 -- aws-sdk-cpp=1.11.242 -- azure-core-cpp=1.10.3 -- azure-storage-blobs-cpp=12.10.0 -- azure-storage-common-cpp=12.5.0 -- beautifulsoup4=4.12.3 -- blosc=1.21.5 -- bokeh=3.3.4 -- bottleneck=1.3.7 -- branca=0.7.1 -- brotli=1.1.0 -- brotli-bin=1.1.0 -- brotli-python=1.1.0 -- bzip2=1.0.8 -- c-ares=1.26.0 -- c-blosc2=2.13.2 -- ca-certificates=2024.2.2 -- cairo=1.18.0 -- cartopy=0.22.0 -- cdsapi=0.6.1 -- certifi=2024.2.2 -- cffi=1.16.0 -- cfgv=3.3.1 -- cfitsio=4.3.1 -- cftime=1.6.3 -- charset-normalizer=3.3.2 -- click=8.1.7 -- click-plugins=1.1.1 -- cligj=0.7.2 -- cloudpickle=3.0.0 -- coin-or-cbc=2.10.10 -- coin-or-cgl=0.60.7 -- coin-or-clp=1.17.8 -- coin-or-osi=0.108.8 -- coin-or-utils=2.11.9 -- coincbc=2.10.10 -- colorama=0.4.6 -- configargparse=1.7 -- connection_pool=0.0.3 -- contourpy=1.2.0 -- country_converter=1.2 -- cppad=20240000.2 -- cycler=0.12.1 -- cytoolz=0.12.3 -- dask=2024.2.0 -- dask-core=2024.2.0 -- datrie=0.8.2 -- dbus=1.13.6 -- decorator=5.1.1 -- deprecation=2.1.0 -- descartes=1.1.0 -- distlib=0.3.8 -- distributed=2024.2.0 -- distro=1.9.0 -- docutils=0.20.1 -- dpath=2.1.6 -- entsoe-py=0.6.6 -- et_xmlfile=1.1.0 -- exceptiongroup=1.2.0 -- executing=2.0.1 -- expat=2.5.0 -- filelock=3.13.1 -- fiona=1.9.5 -- folium=0.15.1 -- font-ttf-dejavu-sans-mono=2.37 -- font-ttf-inconsolata=3.000 -- font-ttf-source-code-pro=2.038 -- font-ttf-ubuntu=0.83 -- fontconfig=2.14.2 -- fonts-conda-ecosystem=1 -- fonts-conda-forge=1 -- fonttools=4.49.0 -- freetype=2.12.1 -- freexl=2.0.0 -- fribidi=1.0.10 -- fsspec=2024.2.0 -- gdal=3.8.4 -- gdk-pixbuf=2.42.10 -- geographiclib=1.52 -- geojson-rewind=1.1.0 -- geopandas=0.14.3 -- geopandas-base=0.14.3 -- geopy=2.4.1 -- geos=3.12.1 -- geotiff=1.7.1 -- gettext=0.21.1 -- gflags=2.2.2 -- giflib=5.2.1 -- gitdb=4.0.11 -- gitpython=3.1.42 -- glib=2.78.4 -- glib-tools=2.78.4 -- glog=0.6.0 -- glpk=5.0 -- gmp=6.3.0 -- graphite2=1.3.13 -- graphviz=9.0.0 -- gst-plugins-base=1.22.9 -- gstreamer=1.22.9 -- gtk2=2.24.33 -- gts=0.7.6 -- harfbuzz=8.3.0 -- hdf4=4.2.15 -- hdf5=1.14.3 -- humanfriendly=10.0 -- icu=73.2 -- identify=2.5.35 -- idna=3.6 -- importlib-metadata=7.0.1 -- importlib_metadata=7.0.1 -- importlib_resources=6.1.1 -- iniconfig=2.0.0 -- ipopt=3.14.14 -- ipython=8.21.0 -- jedi=0.19.1 -- jinja2=3.1.3 -- joblib=1.3.2 -- json-c=0.17 -- jsonschema=4.21.1 -- jsonschema-specifications=2023.12.1 -- jupyter_core=5.7.1 -- kealib=1.5.3 -- keyutils=1.6.1 -- kiwisolver=1.4.5 -- krb5=1.21.2 -- lame=3.100 -- lcms2=2.16 -- ld_impl_linux-64=2.40 -- lerc=4.0.0 -- libabseil=20230802.1 -- libaec=1.1.2 -- libarchive=3.7.2 -- libarrow=15.0.0 -- libarrow-acero=15.0.0 -- libarrow-dataset=15.0.0 -- libarrow-flight=15.0.0 -- libarrow-flight-sql=15.0.0 -- libarrow-gandiva=15.0.0 -- libarrow-substrait=15.0.0 -- libblas=3.9.0 -- libboost-headers=1.84.0 -- libbrotlicommon=1.1.0 -- libbrotlidec=1.1.0 -- libbrotlienc=1.1.0 -- libcap=2.69 -- libcblas=3.9.0 -- libclang=15.0.7 -- libclang13=15.0.7 -- libcrc32c=1.1.2 -- libcups=2.3.3 -- libcurl=8.5.0 -- libdeflate=1.19 -- libedit=3.1.20191231 -- libev=4.33 -- libevent=2.1.12 -- libexpat=2.5.0 -- libffi=3.4.2 -- libflac=1.4.3 -- libgcc-ng=13.2.0 -- libgcrypt=1.10.3 -- libgd=2.3.3 -- libgdal=3.8.4 -- libgfortran-ng=13.2.0 -- libgfortran5=13.2.0 -- libglib=2.78.4 -- libgomp=13.2.0 -- libgoogle-cloud=2.12.0 -- libgpg-error=1.47 -- libgrpc=1.60.1 -- libhwloc=2.9.3 -- libiconv=1.17 -- libjpeg-turbo=3.0.0 -- libkml=1.3.0 -- liblapack=3.9.0 -- liblapacke=3.9.0 -- libllvm15=15.0.7 -- libnetcdf=4.9.2 -- libnghttp2=1.58.0 -- libnl=3.9.0 -- libnsl=2.0.1 -- libnuma=2.0.16 -- libogg=1.3.4 -- libopenblas=0.3.26 -- libopus=1.3.1 -- libparquet=15.0.0 -- libpng=1.6.42 -- libpq=16.2 -- libprotobuf=4.25.1 -- libre2-11=2023.06.02 -- librsvg=2.56.3 -- librttopo=1.1.0 -- libscotch=7.0.4 -- libsndfile=1.2.2 -- libspatialindex=1.9.3 -- libspatialite=5.1.0 -- libspral=2023.09.07 -- libsqlite=3.45.1 -- libssh2=1.11.0 -- libstdcxx-ng=13.2.0 -- libsystemd0=255 -- libthrift=0.19.0 -- libtiff=4.6.0 -- libutf8proc=2.8.0 -- libuuid=2.38.1 -- libvorbis=1.3.7 -- libwebp=1.3.2 -- libwebp-base=1.3.2 -- libxcb=1.15 -- libxcrypt=4.4.36 -- libxkbcommon=1.6.0 -- libxml2=2.12.5 -- libxslt=1.1.39 -- libzip=1.10.1 -- libzlib=1.2.13 -- linopy=0.3.4 -- locket=1.0.0 -- lxml=5.1.0 -- lz4=4.3.3 -- lz4-c=1.9.4 -- lzo=2.10 -- mapclassify=2.6.1 -- markupsafe=2.1.5 -- matplotlib=3.8.3 -- matplotlib-base=3.8.3 -- matplotlib-inline=0.1.6 -- memory_profiler=0.61.0 -- metis=5.1.0 -- minizip=4.0.4 -- mpg123=1.32.4 -- msgpack-python=1.0.7 -- mumps-include=5.6.2 -- mumps-seq=5.6.2 -- munkres=1.1.4 -- mysql-common=8.0.33 -- mysql-libs=8.0.33 -- nbformat=5.9.2 -- ncurses=6.4 -- netcdf4=1.6.5 -- networkx=3.2.1 -- nodeenv=1.8.0 -- nomkl=1.0 -- nspr=4.35 -- nss=3.98 -- numexpr=2.9.0 -- numpy=1.26.4 -- openjdk=21.0.2 -- openjpeg=2.5.0 -- openpyxl=3.1.2 -- openssl=3.2.1 -- orc=1.9.2 -- packaging=23.2 -- pandas=2.2.0 -- pango=1.50.14 -- parso=0.8.3 -- partd=1.4.1 -- patsy=0.5.6 -- pcre2=10.42 -- pexpect=4.9.0 -- pickleshare=0.7.5 -- pillow=10.2.0 -- pip=24.0 -- pixman=0.43.2 -- pkgutil-resolve-name=1.3.10 -- plac=1.4.2 -- platformdirs=4.2.0 -- pluggy=1.4.0 -- ply=3.11 -- poppler=24.02.0 -- poppler-data=0.4.12 -- postgresql=16.2 -- powerplantmatching=0.5.11 -- pre-commit=3.6.2 -- progressbar2=4.3.2 -- proj=9.3.1 -- prompt-toolkit=3.0.42 -- psutil=5.9.8 -- pthread-stubs=0.4 -- ptyprocess=0.7.0 -- pulp=2.7.0 -- pulseaudio-client=16.1 -- pure_eval=0.2.2 -- py-cpuinfo=9.0.0 -- pyarrow=15.0.0 -- pyarrow-hotfix=0.6 -- pycountry=22.3.5 -- pycparser=2.21 -- pygments=2.17.2 -- pyomo=6.6.1 -- pyparsing=3.1.1 -- pyproj=3.6.1 -- pypsa=0.27.0 -- pyqt=5.15.9 -- pyqt5-sip=12.12.2 -- pyscipopt=4.4.0 -- pyshp=2.3.1 -- pysocks=1.7.1 -- pytables=3.9.2 -- pytest=8.0.0 -- python=3.11.8 -- python-dateutil=2.8.2 -- python-fastjsonschema=2.19.1 -- python-tzdata=2024.1 -- python-utils=3.8.2 -- python_abi=3.11 -- pytz=2024.1 -- pyxlsb=1.0.10 -- pyyaml=6.0.1 -- qt-main=5.15.8 -- rasterio=1.3.9 -- rdma-core=50.0 -- re2=2023.06.02 -- readline=8.2 -- referencing=0.33.0 -- requests=2.31.0 -- reretry=0.11.8 -- rioxarray=0.15.1 -- rpds-py=0.18.0 -- rtree=1.2.0 -- s2n=1.4.3 -- scikit-learn=1.4.1.post1 -- scip=8.1.0 -- scipy=1.12.0 -- scotch=7.0.4 -- seaborn=0.13.2 -- seaborn-base=0.13.2 -- setuptools=69.1.0 -- setuptools-scm=8.0.4 -- setuptools_scm=8.0.4 -- shapely=2.0.2 -- sip=6.7.12 -- six=1.16.0 -- smart_open=6.4.0 -- smmap=5.0.0 -- snakemake-minimal=7.32.4 -- snappy=1.1.10 -- snuggs=1.4.7 -- sortedcontainers=2.4.0 -- soupsieve=2.5 -- sqlite=3.45.1 -- stack_data=0.6.2 -- statsmodels=0.14.1 -- stopit=1.1.2 -- tabula-py=2.7.0 -- tabulate=0.9.0 -- tbb=2021.11.0 -- tblib=3.0.0 -- threadpoolctl=3.3.0 -- throttler=1.2.2 -- tiledb=2.20.0 -- tk=8.6.13 -- toml=0.10.2 -- tomli=2.0.1 -- toolz=0.12.1 -- toposort=1.10 -- tornado=6.3.3 -- tqdm=4.66.2 -- traitlets=5.14.1 -- typing-extensions=4.9.0 -- typing_extensions=4.9.0 -- tzcode=2024a -- tzdata=2024a -- ucx=1.15.0 -- ukkonen=1.0.1 -- unidecode=1.3.8 -- unixodbc=2.3.12 -- uriparser=0.9.7 -- urllib3=2.2.1 -- validators=0.22.0 -- virtualenv=20.25.0 -- wcwidth=0.2.13 -- wheel=0.42.0 -- wrapt=1.16.0 -- xarray=2024.2.0 -- xcb-util=0.4.0 -- xcb-util-image=0.4.0 -- xcb-util-keysyms=0.4.0 -- xcb-util-renderutil=0.3.9 -- xcb-util-wm=0.4.1 -- xerces-c=3.2.5 -- xkeyboard-config=2.41 -- xlrd=2.0.1 -- xorg-fixesproto=5.0 -- xorg-inputproto=2.3.2 -- xorg-kbproto=1.0.7 -- xorg-libice=1.1.1 -- xorg-libsm=1.2.4 -- xorg-libx11=1.8.7 -- xorg-libxau=1.0.11 -- xorg-libxdmcp=1.1.3 -- xorg-libxext=1.3.4 -- xorg-libxfixes=5.0.3 -- xorg-libxi=1.7.10 -- xorg-libxrender=0.9.11 -- xorg-libxt=1.3.0 -- xorg-libxtst=1.2.3 -- xorg-recordproto=1.14.2 -- xorg-renderproto=0.11.1 -- xorg-xextproto=7.3.0 -- xorg-xf86vidmodeproto=2.3.1 -- xorg-xproto=7.0.31 -- xyzservices=2023.10.1 -- xz=5.2.6 -- yaml=0.2.5 -- yte=1.5.4 -- zict=3.0.0 -- 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azure-storage-blobs-cpp=12.10.0=h00ab1b0_1 +- azure-storage-common-cpp=12.5.0=h94269e2_4 +- beautifulsoup4=4.12.3=pyha770c72_0 +- blosc=1.21.5=hc2324a3_1 +- bokeh=3.4.1=pyhd8ed1ab_0 +- bottleneck=1.3.8=py311h1f0f07a_0 +- branca=0.7.2=pyhd8ed1ab_0 +- brotli=1.1.0=hd590300_1 +- brotli-bin=1.1.0=hd590300_1 +- brotli-python=1.1.0=py311hb755f60_1 +- bzip2=1.0.8=hd590300_5 +- c-ares=1.28.1=hd590300_0 +- c-blosc2=2.14.4=hb4ffafa_1 +- ca-certificates=2024.2.2=hbcca054_0 +- cads-api-client=1.0.0=pyhd8ed1ab_0 +- cairo=1.18.0=h3faef2a_0 +- cartopy=0.23.0=py311h320fe9a_0 +- cdsapi=0.7.0=pyhd8ed1ab_0 +- certifi=2024.2.2=pyhd8ed1ab_0 +- cffi=1.16.0=py311hb3a22ac_0 +- cfgv=3.3.1=pyhd8ed1ab_0 +- cfitsio=4.4.0=hbdc6101_1 +- cftime=1.6.3=py311h1f0f07a_0 +- charset-normalizer=3.3.2=pyhd8ed1ab_0 +- click=8.1.7=unix_pyh707e725_0 +- click-plugins=1.1.1=py_0 +- cligj=0.7.2=pyhd8ed1ab_1 +- cloudpickle=3.0.0=pyhd8ed1ab_0 +- coin-or-cbc=2.10.10=h9002f0b_0 +- coin-or-cgl=0.60.7=h516709c_0 +- coin-or-clp=1.17.8=h1ee7a9c_0 +- coin-or-osi=0.108.10=haf5fa05_0 +- coin-or-utils=2.11.11=hee58242_0 +- coincbc=2.10.10=0_metapackage +- colorama=0.4.6=pyhd8ed1ab_0 +- conda-inject=1.3.1=pyhd8ed1ab_0 +- configargparse=1.7=pyhd8ed1ab_0 +- connection_pool=0.0.3=pyhd3deb0d_0 +- contourpy=1.2.1=py311h9547e67_0 +- country_converter=1.2=pyhd8ed1ab_0 +- cppad=20240000.4=h59595ed_0 +- cycler=0.12.1=pyhd8ed1ab_0 +- cytoolz=0.12.3=py311h459d7ec_0 +- dask=2024.4.2=pyhd8ed1ab_0 +- dask-core=2024.4.2=pyhd8ed1ab_0 +- dask-expr=1.0.14=pyhd8ed1ab_0 +- datrie=0.8.2=py311h459d7ec_7 +- dbus=1.13.6=h5008d03_3 +- decorator=5.1.1=pyhd8ed1ab_0 +- deprecation=2.1.0=pyh9f0ad1d_0 +- descartes=1.1.0=py_4 +- distlib=0.3.8=pyhd8ed1ab_0 +- distributed=2024.4.2=pyhd8ed1ab_0 +- distro=1.9.0=pyhd8ed1ab_0 +- docutils=0.21.2=pyhd8ed1ab_0 +- dpath=2.1.6=pyha770c72_0 +- entsoe-py=0.6.7=pyhd8ed1ab_0 +- et_xmlfile=1.1.0=pyhd8ed1ab_0 +- exceptiongroup=1.2.0=pyhd8ed1ab_2 +- executing=2.0.1=pyhd8ed1ab_0 +- 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jupyter_core=5.7.2=py311h38be061_0 +- kealib=1.5.3=h2f55d51_0 +- keyutils=1.6.1=h166bdaf_0 +- kiwisolver=1.4.5=py311h9547e67_1 +- krb5=1.21.2=h659d440_0 +- lame=3.100=h166bdaf_1003 +- lcms2=2.16=hb7c19ff_0 +- ld_impl_linux-64=2.40=h55db66e_0 +- lerc=4.0.0=h27087fc_0 +- libabseil=20240116.2=cxx17_h59595ed_0 +- libaec=1.1.3=h59595ed_0 +- libarchive=3.7.2=h2aa1ff5_1 +- libarrow=15.0.2=hefa796f_6_cpu +- libarrow-acero=15.0.2=hbabe93e_6_cpu +- libarrow-dataset=15.0.2=hbabe93e_6_cpu +- libarrow-flight=15.0.2=hc4f8a93_6_cpu +- libarrow-flight-sql=15.0.2=he4f5ca8_6_cpu +- libarrow-gandiva=15.0.2=hc1954e9_6_cpu +- libarrow-substrait=15.0.2=he4f5ca8_6_cpu +- libasprintf=0.22.5=h661eb56_2 +- libasprintf-devel=0.22.5=h661eb56_2 +- libblas=3.9.0=22_linux64_openblas +- libboost-headers=1.84.0=ha770c72_2 +- libbrotlicommon=1.1.0=hd590300_1 +- libbrotlidec=1.1.0=hd590300_1 +- libbrotlienc=1.1.0=hd590300_1 +- libcap=2.69=h0f662aa_0 +- libcblas=3.9.0=22_linux64_openblas +- 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mysql-common=8.3.0=hf1915f5_4 +- mysql-libs=8.3.0=hca2cd23_4 +- nbformat=5.10.4=pyhd8ed1ab_0 +- ncurses=6.4.20240210=h59595ed_0 +- netcdf4=1.6.5=nompi_py311he8ad708_100 +- networkx=3.3=pyhd8ed1ab_1 +- nodeenv=1.8.0=pyhd8ed1ab_0 +- nomkl=1.0=h5ca1d4c_0 +- nspr=4.35=h27087fc_0 +- nss=3.98=h1d7d5a4_0 +- numexpr=2.9.0=py311h039bad6_100 +- numpy=1.26.4=py311h64a7726_0 +- openjdk=22.0.1=hb622114_0 +- openjpeg=2.5.2=h488ebb8_0 +- openpyxl=3.1.2=py311h459d7ec_1 +- openssl=3.3.0=hd590300_0 +- orc=2.0.0=h17fec99_1 +- packaging=24.0=pyhd8ed1ab_0 +- pandas=2.2.2=py311h320fe9a_0 +- pango=1.52.2=ha41ecd1_0 +- parso=0.8.4=pyhd8ed1ab_0 +- partd=1.4.1=pyhd8ed1ab_0 +- patsy=0.5.6=pyhd8ed1ab_0 +- pcre2=10.43=hcad00b1_0 +- pexpect=4.9.0=pyhd8ed1ab_0 +- pickleshare=0.7.5=py_1003 +- pillow=10.3.0=py311h18e6fac_0 +- pip=24.0=pyhd8ed1ab_0 +- pixman=0.43.2=h59595ed_0 +- pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1 +- plac=1.4.3=pyhd8ed1ab_0 +- platformdirs=4.2.1=pyhd8ed1ab_0 +- pluggy=1.5.0=pyhd8ed1ab_0 +- ply=3.11=pyhd8ed1ab_2 +- poppler=24.04.0=hb6cd0d7_0 +- poppler-data=0.4.12=hd8ed1ab_0 +- postgresql=16.2=h82ecc9d_1 +- powerplantmatching=0.5.14=pyhd8ed1ab_0 +- pre-commit=3.7.0=pyha770c72_0 +- progressbar2=4.4.2=pyhd8ed1ab_0 +- proj=9.4.0=h1d62c97_1 +- prompt-toolkit=3.0.42=pyha770c72_0 +- psutil=5.9.8=py311h459d7ec_0 +- pthread-stubs=0.4=h36c2ea0_1001 +- ptyprocess=0.7.0=pyhd3deb0d_0 +- pulp=2.8.0=py311h38be061_0 +- pulseaudio-client=17.0=hb77b528_0 +- pure_eval=0.2.2=pyhd8ed1ab_0 +- py-cpuinfo=9.0.0=pyhd8ed1ab_0 +- pyarrow=15.0.2=py311hd5e4297_6_cpu +- pyarrow-hotfix=0.6=pyhd8ed1ab_0 +- pycountry=22.3.5=pyhd8ed1ab_0 +- pycparser=2.22=pyhd8ed1ab_0 +- pygments=2.17.2=pyhd8ed1ab_0 +- pyomo=6.6.1=py311hb755f60_0 +- pyparsing=3.1.2=pyhd8ed1ab_0 +- pyproj=3.6.1=py311hb3a3e68_6 +- pypsa=0.27.1=pyhd8ed1ab_0 +- pyqt=5.15.9=py311hf0fb5b6_5 +- pyqt5-sip=12.12.2=py311hb755f60_5 +- pyscipopt=5.0.1=py311hb755f60_0 +- pyshp=2.3.1=pyhd8ed1ab_0 +- pysocks=1.7.1=pyha2e5f31_6 +- pytables=3.9.2=py311h3e8b7c9_2 +- pytest=8.2.0=pyhd8ed1ab_0 +- python=3.11.9=hb806964_0_cpython +- python-dateutil=2.9.0=pyhd8ed1ab_0 +- python-fastjsonschema=2.19.1=pyhd8ed1ab_0 +- python-tzdata=2024.1=pyhd8ed1ab_0 +- python-utils=3.8.2=pyhd8ed1ab_0 +- python_abi=3.11=4_cp311 +- pytz=2024.1=pyhd8ed1ab_0 +- pyxlsb=1.0.10=pyhd8ed1ab_0 +- pyyaml=6.0.1=py311h459d7ec_1 +- qt-main=5.15.8=hc9dc06e_21 +- rasterio=1.3.10=py311h375a7ea_0 +- rdma-core=51.0=hd3aeb46_0 +- re2=2023.09.01=h7f4b329_2 +- readline=8.2=h8228510_1 +- referencing=0.35.1=pyhd8ed1ab_0 +- requests=2.31.0=pyhd8ed1ab_0 +- reretry=0.11.8=pyhd8ed1ab_0 +- rioxarray=0.15.5=pyhd8ed1ab_0 +- rpds-py=0.18.0=py311h46250e7_0 +- rtree=1.2.0=py311h3bb2b0f_0 +- s2n=1.4.12=h06160fa_0 +- scikit-learn=1.4.2=py311hc009520_0 +- scip=9.0.0=hded5f35_4 +- scipy=1.13.0=py311h64a7726_0 +- scotch=7.0.4=h23d43cc_1 +- seaborn=0.13.2=hd8ed1ab_2 +- seaborn-base=0.13.2=pyhd8ed1ab_2 +- setuptools=69.5.1=pyhd8ed1ab_0 +- setuptools-scm=8.0.4=pyhd8ed1ab_1 +- setuptools_scm=8.0.4=hd8ed1ab_1 +- shapely=2.0.4=py311h2032efe_0 +- sip=6.7.12=py311hb755f60_0 +- six=1.16.0=pyh6c4a22f_0 +- smart_open=7.0.4=pyhd8ed1ab_0 +- smmap=5.0.0=pyhd8ed1ab_0 +- snakemake-interface-common=1.17.2=pyhdfd78af_0 +- snakemake-interface-executor-plugins=9.1.1=pyhdfd78af_0 +- snakemake-interface-report-plugins=1.0.0=pyhdfd78af_0 +- snakemake-interface-storage-plugins=3.2.2=pyhdfd78af_0 +- snakemake-minimal=8.11.1=pyhdfd78af_0 +- snappy=1.2.0=hdb0a2a9_1 +- snuggs=1.4.7=py_0 +- sortedcontainers=2.4.0=pyhd8ed1ab_0 +- soupsieve=2.5=pyhd8ed1ab_1 +- spdlog=1.13.0=hd2e6256_0 +- sqlite=3.45.3=h2c6b66d_0 +- stack_data=0.6.2=pyhd8ed1ab_0 +- statsmodels=0.14.1=py311h1f0f07a_0 +- stopit=1.1.2=py_0 +- tabula-py=2.7.0=py311h38be061_1 +- tabulate=0.9.0=pyhd8ed1ab_1 +- tbb=2021.11.0=h00ab1b0_1 +- tblib=3.0.0=pyhd8ed1ab_0 +- threadpoolctl=3.5.0=pyhc1e730c_0 +- throttler=1.2.2=pyhd8ed1ab_0 +- tiledb=2.22.0=h27f064a_3 +- tk=8.6.13=noxft_h4845f30_101 +- toml=0.10.2=pyhd8ed1ab_0 +- tomli=2.0.1=pyhd8ed1ab_0 +- toolz=0.12.1=pyhd8ed1ab_0 +- toposort=1.10=pyhd8ed1ab_0 +- tornado=6.4=py311h459d7ec_0 +- tqdm=4.66.2=pyhd8ed1ab_0 +- traitlets=5.14.3=pyhd8ed1ab_0 +- typing-extensions=4.11.0=hd8ed1ab_0 +- typing_extensions=4.11.0=pyha770c72_0 +- tzcode=2024a=h3f72095_0 +- tzdata=2024a=h0c530f3_0 +- ucx=1.15.0=ha691c75_8 +- ukkonen=1.0.1=py311h9547e67_4 +- unidecode=1.3.8=pyhd8ed1ab_0 +- unixodbc=2.3.12=h661eb56_0 +- uriparser=0.9.7=h59595ed_1 +- urllib3=2.2.1=pyhd8ed1ab_0 +- validators=0.28.1=pyhd8ed1ab_0 +- virtualenv=20.26.1=pyhd8ed1ab_0 +- wcwidth=0.2.13=pyhd8ed1ab_0 +- wheel=0.43.0=pyhd8ed1ab_1 +- wrapt=1.16.0=py311h459d7ec_0 +- xarray=2024.3.0=pyhd8ed1ab_0 +- xcb-util=0.4.0=hd590300_1 +- xcb-util-image=0.4.0=h8ee46fc_1 +- xcb-util-keysyms=0.4.0=h8ee46fc_1 +- xcb-util-renderutil=0.3.9=hd590300_1 +- xcb-util-wm=0.4.1=h8ee46fc_1 +- xerces-c=3.2.5=hac6953d_0 +- xkeyboard-config=2.41=hd590300_0 +- xlrd=2.0.1=pyhd8ed1ab_3 +- xorg-fixesproto=5.0=h7f98852_1002 +- xorg-inputproto=2.3.2=h7f98852_1002 +- xorg-kbproto=1.0.7=h7f98852_1002 +- xorg-libice=1.1.1=hd590300_0 +- xorg-libsm=1.2.4=h7391055_0 +- xorg-libx11=1.8.9=h8ee46fc_0 +- xorg-libxau=1.0.11=hd590300_0 +- xorg-libxdmcp=1.1.3=h7f98852_0 +- xorg-libxext=1.3.4=h0b41bf4_2 +- xorg-libxfixes=5.0.3=h7f98852_1004 +- xorg-libxi=1.7.10=h7f98852_0 +- xorg-libxrender=0.9.11=hd590300_0 +- xorg-libxt=1.3.0=hd590300_1 +- xorg-libxtst=1.2.3=h7f98852_1002 +- xorg-recordproto=1.14.2=h7f98852_1002 +- xorg-renderproto=0.11.1=h7f98852_1002 +- xorg-xextproto=7.3.0=h0b41bf4_1003 +- xorg-xf86vidmodeproto=2.3.1=h7f98852_1002 +- xorg-xproto=7.0.31=h7f98852_1007 +- xyzservices=2024.4.0=pyhd8ed1ab_0 +- xz=5.2.6=h166bdaf_0 +- yaml=0.2.5=h7f98852_2 +- yte=1.5.4=pyha770c72_0 +- zict=3.0.0=pyhd8ed1ab_0 +- zipp=3.17.0=pyhd8ed1ab_0 +- zlib=1.2.13=hd590300_5 +- zlib-ng=2.0.7=h0b41bf4_0 +- zstd=1.5.5=hfc55251_0 - pip: - highspy==1.5.3 + - oauthlib==3.2.2 + - requests-oauthlib==1.3.1 + - snakemake-executor-plugin-cluster-generic==1.0.9 + - snakemake-executor-plugin-slurm==0.4.5 + - snakemake-executor-plugin-slurm-jobstep==0.2.1 + - snakemake-storage-plugin-http==0.2.3 - tsam==2.3.1 +prefix: /home/fabian/.miniconda3/envs/pypsa-eur From 2db729f8725e83aa0c3c98f9cad92fd9364a474e Mon Sep 17 00:00:00 2001 From: Fabian Hofmann Date: Fri, 3 May 2024 10:27:05 +0200 Subject: [PATCH 158/270] Update environment.fixed.yaml --- envs/environment.fixed.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 61c253750..260c17fdd 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -470,4 +470,3 @@ dependencies: - snakemake-executor-plugin-slurm-jobstep==0.2.1 - snakemake-storage-plugin-http==0.2.3 - tsam==2.3.1 -prefix: /home/fabian/.miniconda3/envs/pypsa-eur From 76c201ef7d40f2a55aeb049f44b7795eea3adc51 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Fri, 3 May 2024 14:50:14 +0200 Subject: [PATCH 159/270] Integrate `build_bus_regions` into `base_network` Fixes a problem with the `build_bus_regions` writing to base.nc without declaring base.nc as an output. --- rules/build_electricity.smk | 25 +--- scripts/base_network.py | 163 +++++++++++++++++++++++++- scripts/build_bus_regions.py | 218 ----------------------------------- scripts/cluster_network.py | 2 +- scripts/simplify_network.py | 2 +- 5 files changed, 164 insertions(+), 246 deletions(-) delete mode 100644 scripts/build_bus_regions.py diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index c074bdbd2..c8d19d50c 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -86,7 +86,9 @@ rule base_network: offshore_shapes=resources("offshore_shapes.geojson"), europe_shape=resources("europe_shape.geojson"), output: - resources("networks/base.nc"), + base_network=resources("networks/base.nc"), + regions_onshore=resources("regions_onshore.geojson"), + regions_offshore=resources("regions_offshore.geojson"), log: logs("base_network.log"), benchmark: @@ -127,27 +129,6 @@ rule build_shapes: "../scripts/build_shapes.py" -rule build_bus_regions: - params: - countries=config_provider("countries"), - input: - country_shapes=resources("country_shapes.geojson"), - offshore_shapes=resources("offshore_shapes.geojson"), - base_network=resources("networks/base.nc"), - output: - regions_onshore=resources("regions_onshore.geojson"), - regions_offshore=resources("regions_offshore.geojson"), - log: - logs("build_bus_regions.log"), - threads: 1 - resources: - mem_mb=1000, - conda: - "../envs/environment.yaml" - script: - "../scripts/build_bus_regions.py" - - if config["enable"].get("build_cutout", False): rule build_cutout: diff --git a/scripts/base_network.py b/scripts/base_network.py index d96a7e541..1598568ea 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -75,11 +75,11 @@ import shapely.prepared import shapely.wkt import yaml -from _helpers import configure_logging, get_snapshots, set_scenario_config +from _helpers import REGION_COLS, configure_logging, get_snapshots, set_scenario_config from packaging.version import Version, parse from scipy import spatial from scipy.sparse import csgraph -from shapely.geometry import LineString, Point +from shapely.geometry import LineString, Point, Polygon PD_GE_2_2 = parse(pd.__version__) >= Version("2.2") @@ -779,9 +779,147 @@ def base_network( return n +def voronoi_partition_pts(points, outline): + """ + Compute the polygons of a voronoi partition of `points` within the polygon + `outline`. Taken from + https://github.com/FRESNA/vresutils/blob/master/vresutils/graph.py. + + Attributes + ---------- + points : Nx2 - ndarray[dtype=float] + outline : Polygon + Returns + ------- + polygons : N - ndarray[dtype=Polygon|MultiPolygon] + """ + points = np.asarray(points) + + if len(points) == 1: + polygons = [outline] + else: + xmin, ymin = np.amin(points, axis=0) + xmax, ymax = np.amax(points, axis=0) + xspan = xmax - xmin + yspan = ymax - ymin + + # to avoid any network positions outside all Voronoi cells, append + # the corners of a rectangle framing these points + vor = spatial.Voronoi( + np.vstack( + ( + points, + [ + [xmin - 3.0 * xspan, ymin - 3.0 * yspan], + [xmin - 3.0 * xspan, ymax + 3.0 * yspan], + [xmax + 3.0 * xspan, ymin - 3.0 * yspan], + [xmax + 3.0 * xspan, ymax + 3.0 * yspan], + ], + ) + ) + ) + + polygons = [] + for i in range(len(points)): + poly = Polygon(vor.vertices[vor.regions[vor.point_region[i]]]) + + if not poly.is_valid: + poly = poly.buffer(0) + + with np.errstate(invalid="ignore"): + poly = poly.intersection(outline) + + polygons.append(poly) + + return polygons + + +def build_bus_shapes(n, country_shapes, offshore_shapes, countries): + country_shapes = gpd.read_file(country_shapes).set_index("name")["geometry"] + offshore_shapes = gpd.read_file(offshore_shapes) + offshore_shapes = offshore_shapes.reindex(columns=REGION_COLS).set_index("name")[ + "geometry" + ] + + onshore_regions = [] + offshore_regions = [] + + for country in countries: + c_b = n.buses.country == country + + onshore_shape = country_shapes[country] + onshore_locs = ( + n.buses.loc[c_b & n.buses.onshore_bus] + .sort_values( + by="substation_lv", ascending=False + ) # preference for substations + .drop_duplicates(subset=["x", "y"], keep="first")[["x", "y"]] + ) + onshore_regions.append( + gpd.GeoDataFrame( + { + "name": onshore_locs.index, + "x": onshore_locs["x"], + "y": onshore_locs["y"], + "geometry": voronoi_partition_pts( + onshore_locs.values, onshore_shape + ), + "country": country, + } + ) + ) + + if country not in offshore_shapes.index: + continue + offshore_shape = offshore_shapes[country] + offshore_locs = n.buses.loc[c_b & n.buses.substation_off, ["x", "y"]] + offshore_regions_c = gpd.GeoDataFrame( + { + "name": offshore_locs.index, + "x": offshore_locs["x"], + "y": offshore_locs["y"], + "geometry": voronoi_partition_pts(offshore_locs.values, offshore_shape), + "country": country, + } + ) + offshore_regions_c = offshore_regions_c.loc[offshore_regions_c.area > 1e-2] + offshore_regions.append(offshore_regions_c) + + shapes = pd.concat(onshore_regions, ignore_index=True) + + return onshore_regions, offshore_regions, shapes + + +def append_bus_shapes(n, shapes, type): + """ + Append shapes to the network. If shapes with the same component and type + already exist, they will be removed. + + Parameters: + n (pypsa.Network): The network to which the shapes will be appended. + shapes (geopandas.GeoDataFrame): The shapes to be appended. + **kwargs: Additional keyword arguments used in `n.madd`. + + Returns: + None + """ + remove = n.shapes.query("component == 'Bus' and type == @type").index + n.mremove("Shape", remove) + + offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 + shapes = shapes.rename(lambda x: int(x) + offset) + n.madd( + "Shape", + shapes.index, + geometry=shapes.geometry, + idx=shapes.name, + component="Bus", + type=type, + ) + + if __name__ == "__main__": if "snakemake" not in globals(): - from _helpers import mock_snakemake snakemake = mock_snakemake("base_network") @@ -803,5 +941,22 @@ def base_network( snakemake.config, ) + onshore_regions, offshore_regions, shapes = build_bus_shapes( + n, + snakemake.input.country_shapes, + snakemake.input.offshore_shapes, + snakemake.params.countries, + ) + + shapes.to_file(snakemake.output.regions_onshore) + append_bus_shapes(n, shapes, "onshore") + + if offshore_regions: + shapes = pd.concat(offshore_regions, ignore_index=True) + shapes.to_file(snakemake.output.regions_offshore) + append_bus_shapes(n, shapes, "offshore") + else: + offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore) + n.meta = snakemake.config - n.export_to_netcdf(snakemake.output[0]) + n.export_to_netcdf(snakemake.output.base_network) diff --git a/scripts/build_bus_regions.py b/scripts/build_bus_regions.py deleted file mode 100644 index 05a7729ef..000000000 --- a/scripts/build_bus_regions.py +++ /dev/null @@ -1,218 +0,0 @@ -# -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -Creates Voronoi shapes for each bus representing both onshore and offshore -regions. - -Relevant Settings ------------------ - -.. code:: yaml - - countries: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`toplevel_cf` - -Inputs ------- - -- ``resources/country_shapes.geojson``: confer :ref:`shapes` -- ``resources/offshore_shapes.geojson``: confer :ref:`shapes` -- ``networks/base.nc``: confer :ref:`base` - -Outputs -------- - -- ``resources/regions_onshore.geojson``: - - .. image:: img/regions_onshore.png - :scale: 33 % - -- ``resources/regions_offshore.geojson``: - - .. image:: img/regions_offshore.png - :scale: 33 % - -Description ------------ -""" - -import logging - -import geopandas as gpd -import numpy as np -import pandas as pd -import pypsa -from _helpers import REGION_COLS, configure_logging, set_scenario_config -from scipy.spatial import Voronoi -from shapely.geometry import Polygon - -logger = logging.getLogger(__name__) - - -def voronoi_partition_pts(points, outline): - """ - Compute the polygons of a voronoi partition of `points` within the polygon - `outline`. Taken from - https://github.com/FRESNA/vresutils/blob/master/vresutils/graph.py. - - Attributes - ---------- - points : Nx2 - ndarray[dtype=float] - outline : Polygon - Returns - ------- - polygons : N - ndarray[dtype=Polygon|MultiPolygon] - """ - points = np.asarray(points) - - if len(points) == 1: - polygons = [outline] - else: - xmin, ymin = np.amin(points, axis=0) - xmax, ymax = np.amax(points, axis=0) - xspan = xmax - xmin - yspan = ymax - ymin - - # to avoid any network positions outside all Voronoi cells, append - # the corners of a rectangle framing these points - vor = Voronoi( - np.vstack( - ( - points, - [ - [xmin - 3.0 * xspan, ymin - 3.0 * yspan], - [xmin - 3.0 * xspan, ymax + 3.0 * yspan], - [xmax + 3.0 * xspan, ymin - 3.0 * yspan], - [xmax + 3.0 * xspan, ymax + 3.0 * yspan], - ], - ) - ) - ) - - polygons = [] - for i in range(len(points)): - poly = Polygon(vor.vertices[vor.regions[vor.point_region[i]]]) - - if not poly.is_valid: - poly = poly.buffer(0) - - with np.errstate(invalid="ignore"): - poly = poly.intersection(outline) - - polygons.append(poly) - - return polygons - - -def append_bus_shapes(n, shapes, type): - """ - Append shapes to the network. If shapes with the same component and type - already exist, they will be removed. - - Parameters: - n (pypsa.Network): The network to which the shapes will be appended. - shapes (geopandas.GeoDataFrame): The shapes to be appended. - **kwargs: Additional keyword arguments used in `n.madd`. - - Returns: - None - """ - remove = n.shapes.query("component == 'Bus' and type == @type").index - n.mremove("Shape", remove) - - offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - shapes = shapes.rename(lambda x: int(x) + offset) - n.madd( - "Shape", - shapes.index, - geometry=shapes.geometry, - idx=shapes.name, - component="Bus", - type=type, - ) - - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake("build_bus_regions") - configure_logging(snakemake) - set_scenario_config(snakemake) - - countries = snakemake.params.countries - - base_network = snakemake.input.base_network - n = pypsa.Network(base_network) - - country_shapes = gpd.read_file(snakemake.input.country_shapes).set_index("name")[ - "geometry" - ] - offshore_shapes = gpd.read_file(snakemake.input.offshore_shapes) - offshore_shapes = offshore_shapes.reindex(columns=REGION_COLS).set_index("name")[ - "geometry" - ] - - onshore_regions = [] - offshore_regions = [] - - for country in countries: - c_b = n.buses.country == country - - onshore_shape = country_shapes[country] - onshore_locs = ( - n.buses.loc[c_b & n.buses.onshore_bus] - .sort_values( - by="substation_lv", ascending=False - ) # preference for substations - .drop_duplicates(subset=["x", "y"], keep="first")[["x", "y"]] - ) - onshore_regions.append( - gpd.GeoDataFrame( - { - "name": onshore_locs.index, - "x": onshore_locs["x"], - "y": onshore_locs["y"], - "geometry": voronoi_partition_pts( - onshore_locs.values, onshore_shape - ), - "country": country, - } - ) - ) - - if country not in offshore_shapes.index: - continue - offshore_shape = offshore_shapes[country] - offshore_locs = n.buses.loc[c_b & n.buses.substation_off, ["x", "y"]] - offshore_regions_c = gpd.GeoDataFrame( - { - "name": offshore_locs.index, - "x": offshore_locs["x"], - "y": offshore_locs["y"], - "geometry": voronoi_partition_pts(offshore_locs.values, offshore_shape), - "country": country, - } - ) - offshore_regions_c = offshore_regions_c.loc[offshore_regions_c.area > 1e-2] - offshore_regions.append(offshore_regions_c) - - shapes = pd.concat(onshore_regions, ignore_index=True) - shapes.to_file(snakemake.output.regions_onshore) - append_bus_shapes(n, shapes, "onshore") - - if offshore_regions: - shapes = pd.concat(offshore_regions, ignore_index=True) - shapes.to_file(snakemake.output.regions_offshore) - append_bus_shapes(n, shapes, "offshore") - - else: - offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore) - - # save network with shapes - n.export_to_netcdf(base_network) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index f58e5f8ba..87762b369 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -135,7 +135,7 @@ import seaborn as sns from _helpers import configure_logging, set_scenario_config, update_p_nom_max from add_electricity import load_costs -from build_bus_regions import append_bus_shapes +from base_network import append_bus_shapes from packaging.version import Version, parse from pypsa.clustering.spatial import ( busmap_by_greedy_modularity, diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 8f2a84cdc..558e4cf28 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -95,7 +95,7 @@ import scipy as sp from _helpers import configure_logging, set_scenario_config, update_p_nom_max from add_electricity import load_costs -from build_bus_regions import append_bus_shapes +from base_network import append_bus_shapes from cluster_network import cluster_regions, clustering_for_n_clusters from pypsa.clustering.spatial import ( aggregateoneport, From f90f48ceb69fd61b5a75dd3f75c88cc15c929d14 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Fri, 3 May 2024 14:54:47 +0200 Subject: [PATCH 160/270] Adapt release note to reflect bus regions fix --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 5e5309633..dbc857bc5 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -186,7 +186,7 @@ Upcoming Release * Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. -* Added shapes to .nc file for different stages of the network object in `base_network`, `build_bus_regions`, and `cluster_network`. +* Added shapes to .nc file for different stages of the network object in `base_network`, `simplify_network`, and `cluster_network`; the `build_bus_regions` rule is now integrated into the `base_network` rule. * Fix p_nom_min of renewables generators for myopic approach and add check of existing capacities in `add_land_use_constraint_m`. 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Then the process continues by calculating conventional power plant capacities, potentials, and per-unit availability time series for variable renewable energy carriers and hydro power plants with the following rules: @@ -35,13 +34,6 @@ Then the process continues by calculating conventional power plant capacities, p The central rule :mod:`add_electricity` then ties all the different data inputs together into a detailed PyPSA network stored in ``networks/elec.nc``. -.. _busregions: - -Rule ``build_bus_regions`` -============================= - -.. automodule:: build_bus_regions - .. _cutout: Rule ``build_cutout`` diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 93bb8e54e..4c10b573b 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -133,32 +133,31 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i graph[bgcolor=white, margin=0]; node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; - 0[label = "solve_network", color = "0.39 0.6 0.85", style="rounded"]; - 1[label = "prepare_network\nll: copt\nopts: Co2L-24H", color = "0.29 0.6 0.85", style="rounded"]; - 2[label = "add_extra_components", color = "0.28 0.6 0.85", style="rounded"]; - 3[label = "cluster_network\nclusters: 6", color = "0.19 0.6 0.85", style="rounded"]; - 4[label = "simplify_network\nsimpl: ", color = "0.01 0.6 0.85", style="rounded"]; - 5[label = "add_electricity", color = "0.49 0.6 0.85", style="rounded"]; - 6[label = "build_renewable_profiles\ntechnology: solar", color = "0.21 0.6 0.85", style="rounded"]; - 7[label = "base_network", color = "0.27 0.6 0.85", style="rounded"]; - 8[label = "build_shapes", color = "0.26 0.6 0.85", style="rounded"]; - 9[label = "retrieve_databundle", color = "0.59 0.6 0.85", style="rounded"]; - 10[label = "retrieve_natura_raster", color = "0.47 0.6 0.85", style="rounded"]; - 11[label = "build_bus_regions", color = "0.13 0.6 0.85", style="rounded"]; - 12[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.36 0.6 0.85", style="rounded,dashed"]; - 13[label = "build_renewable_profiles\ntechnology: onwind", color = "0.21 0.6 0.85", style="rounded"]; - 14[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.21 0.6 0.85", style="rounded"]; - 15[label = "build_ship_raster", color = "0.00 0.6 0.85", style="rounded"]; - 16[label = "retrieve_ship_raster", color = "0.51 0.6 0.85", style="rounded,dashed"]; - 17[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.21 0.6 0.85", style="rounded"]; - 18[label = "build_line_rating", color = "0.05 0.6 0.85", style="rounded"]; - 19[label = "retrieve_cost_data\nyear: 2030", color = "0.15 0.6 0.85", style="rounded"]; - 20[label = "build_powerplants", color = "0.54 0.6 0.85", style="rounded"]; - 21[label = "build_electricity_demand", color = "0.52 0.6 0.85", style="rounded"]; - 22[label = "retrieve_electricity_demand", color = "0.22 0.6 0.85", style="rounded"]; - 23[label = "copy_config", color = "0.44 0.6 0.85", style="rounded"]; + 0[label = "solve_network", color = "0.24 0.6 0.85", style="rounded"]; + 1[label = "prepare_network\nll: vopt\nopts: Co2L-3H", color = "0.10 0.6 0.85", style="rounded"]; + 2[label = "add_extra_components", color = "0.33 0.6 0.85", style="rounded"]; + 3[label = "cluster_network\nclusters: 128", color = "0.59 0.6 0.85", style="rounded"]; + 4[label = "simplify_network\nsimpl: ", color = "0.18 0.6 0.85", style="rounded"]; + 5[label = "add_electricity", color = "0.48 0.6 0.85", style="rounded"]; + 6[label = "build_renewable_profiles\ntechnology: solar", color = "0.29 0.6 0.85", style="rounded"]; + 7[label = "base_network", color = "0.30 0.6 0.85", style="rounded"]; + 8[label = "build_shapes", color = "0.61 0.6 0.85", style="rounded"]; + 9[label = "retrieve_databundle", color = "0.06 0.6 0.85", style="rounded"]; + 10[label = "retrieve_natura_raster", color = "0.03 0.6 0.85", style="rounded"]; + 11[label = "retrieve_cutout\ncutout: europe-2013-sarah", color = "0.50 0.6 0.85", style="rounded"]; + 12[label = "build_renewable_profiles\ntechnology: onwind", color = "0.29 0.6 0.85", style="rounded"]; + 13[label = "retrieve_cutout\ncutout: europe-2013-era5", color = "0.50 0.6 0.85", style="rounded"]; + 14[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.29 0.6 0.85", style="rounded"]; + 15[label = "build_ship_raster", color = "0.16 0.6 0.85", style="rounded"]; + 16[label = "retrieve_ship_raster", color = "0.53 0.6 0.85", style="rounded"]; + 17[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.29 0.6 0.85", style="rounded"]; + 18[label = "build_hydro_profile", color = "0.47 0.6 0.85", style="rounded"]; + 19[label = "retrieve_cost_data\nyear: 2030", color = "0.21 0.6 0.85", style="rounded"]; + 20[label = "build_powerplants", color = "0.56 0.6 0.85", style="rounded"]; + 21[label = "build_electricity_demand", color = "0.54 0.6 0.85", style="rounded"]; + 22[label = "retrieve_electricity_demand", color = "0.34 0.6 0.85", style="rounded"]; + 23[label = "retrieve_synthetic_electricity_demand", color = "0.65 0.6 0.85", style="rounded"]; 1 -> 0 - 23 -> 0 2 -> 1 19 -> 1 3 -> 2 @@ -167,15 +166,14 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 19 -> 3 5 -> 4 19 -> 4 - 11 -> 4 + 7 -> 4 6 -> 5 - 13 -> 5 + 12 -> 5 14 -> 5 17 -> 5 - 7 -> 5 18 -> 5 + 7 -> 5 19 -> 5 - 11 -> 5 20 -> 5 9 -> 5 21 -> 5 @@ -185,37 +183,32 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 10 -> 6 8 -> 6 11 -> 6 - 12 -> 6 8 -> 7 9 -> 8 - 8 -> 11 - 7 -> 11 - 7 -> 13 - 9 -> 13 - 10 -> 13 - 8 -> 13 - 11 -> 13 - 12 -> 13 + 7 -> 12 + 9 -> 12 + 10 -> 12 + 8 -> 12 + 13 -> 12 7 -> 14 9 -> 14 10 -> 14 15 -> 14 8 -> 14 - 11 -> 14 - 12 -> 14 + 13 -> 14 16 -> 15 - 12 -> 15 + 13 -> 15 7 -> 17 9 -> 17 10 -> 17 15 -> 17 8 -> 17 - 11 -> 17 - 12 -> 17 - 7 -> 18 - 12 -> 18 + 13 -> 17 + 8 -> 18 + 13 -> 18 7 -> 20 22 -> 21 + 23 -> 21 } | @@ -226,28 +219,25 @@ In the terminal, this will show up as a list of jobs to be run: Building DAG of jobs... Job stats: - job count - --------------------------- ------- - add_electricity 1 - add_extra_components 1 - base_network 1 - build_bus_regions 1 - build_electricity_demand 1 - build_line_rating 1 - build_powerplants 1 - build_renewable_profiles 4 - build_shapes 1 - build_ship_raster 1 - cluster_network 1 - copy_config 1 - prepare_network 1 - retrieve_cost_data 1 - retrieve_databundle 1 - retrieve_electricity_demand 1 - retrieve_natura_raster 1 - simplify_network 1 - solve_network 1 - total 22 + job count + ------------------------------------- ------- + add_electricity 1 + add_extra_components 1 + build_line_rating 1 + build_renewable_profiles 4 + build_ship_raster 1 + cluster_network 1 + prepare_network 1 + retrieve_cost_data 1 + retrieve_cutout 1 + retrieve_databundle 1 + retrieve_electricity_demand 1 + retrieve_natura_raster 1 + retrieve_ship_raster 1 + retrieve_synthetic_electricity_demand 1 + simplify_network 1 + solve_network 1 + total 19 ``snakemake`` then runs these jobs in the correct order. diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index a15561502..d6fafa697 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -71,18 +71,16 @@ which were already included in the electricity-only tutorial: add_electricity 1 add_extra_components 1 all 1 - base_network 1 build_ammonia_production 1 build_biomass_potentials 1 - build_bus_regions 1 build_clustered_population_layouts 1 build_cop_profiles 1 build_daily_heat_demand 1 build_district_heat_share 1 - build_electricity_demand 1 build_energy_totals 1 build_gas_input_locations 1 build_gas_network 1 + build_heat_totals 1 build_hourly_heat_demand 1 build_industrial_distribution_key 1 build_industrial_energy_demand_per_country_today 1 @@ -94,19 +92,17 @@ which were already included in the electricity-only tutorial: build_industry_sector_ratios 1 build_industry_sector_ratios_intermediate 1 build_population_layouts 1 - build_population_weighted_energy_totals 1 - build_powerplants 1 + build_population_weighted_energy_totals 2 build_renewable_profiles 4 build_salt_cavern_potentials 1 - build_shapes 1 build_ship_raster 1 build_shipping_demand 1 build_simplified_population_layouts 1 + build_solar_thermal_profiles 3 build_temperature_profiles 3 build_transport_demand 1 cluster_gas_network 1 cluster_network 1 - copy_config 1 make_summary 1 plot_gas_network 1 plot_hydrogen_network 1 @@ -116,14 +112,18 @@ which were already included in the electricity-only tutorial: prepare_network 1 prepare_sector_network 1 retrieve_cost_data 1 + retrieve_cutout 1 retrieve_databundle 1 retrieve_electricity_demand 1 + retrieve_eurostat_data 1 retrieve_gas_infrastructure_data 1 retrieve_natura_raster 1 retrieve_sector_databundle 1 + retrieve_ship_raster 1 + retrieve_synthetic_electricity_demand 1 simplify_network 1 solve_sector_network 1 - total 60 + total 63 This covers the retrieval of additional raw data from online resources and preprocessing data about the transport, industry, and heating sectors as well as @@ -142,234 +142,252 @@ successfully. graph[bgcolor=white, margin=0]; node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; - 0[label = "all", color = "0.55 0.6 0.85", style="rounded"]; - 1[label = "plot_summary", color = "0.31 0.6 0.85", style="rounded"]; - 2[label = "make_summary", color = "0.37 0.6 0.85", style="rounded"]; - 3[label = "plot_power_network_clustered", color = "0.50 0.6 0.85", style="rounded"]; - 4[label = "cluster_network\nclusters: 5", color = "0.62 0.6 0.85", style="rounded"]; - 5[label = "simplify_network\nsimpl: ", color = "0.18 0.6 0.85", style="rounded"]; - 6[label = "add_electricity", color = "0.33 0.6 0.85", style="rounded"]; - 7[label = "build_renewable_profiles\ntechnology: solar", color = "0.20 0.6 0.85", style="rounded"]; - 8[label = "base_network", color = "0.31 0.6 0.85", style="rounded"]; - 9[label = "build_shapes", color = "0.36 0.6 0.85", style="rounded"]; - 10[label = "retrieve_databundle", color = "0.29 0.6 0.85", style="rounded"]; - 11[label = "retrieve_natura_raster", color = "0.01 0.6 0.85", style="rounded"]; - 12[label = "build_bus_regions", color = "0.10 0.6 0.85", style="rounded"]; - 13[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.37 0.6 0.85", style="rounded,dashed"]; - 14[label = "build_renewable_profiles\ntechnology: onwind", color = "0.20 0.6 0.85", style="rounded"]; - 15[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.20 0.6 0.85", style="rounded"]; - 16[label = "build_ship_raster", color = "0.64 0.6 0.85", style="rounded"]; - 17[label = "retrieve_ship_raster", color = "0.64 0.6 0.85", style="rounded,dashed"]; - 18[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.20 0.6 0.85", style="rounded"]; - 19[label = "retrieve_cost_data\nyear: 2030", color = "0.12 0.6 0.85", style="rounded"]; - 20[label = "build_powerplants", color = "0.23 0.6 0.85", style="rounded"]; - 21[label = 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-> 6 8 -> 7 - 10 -> 7 - 11 -> 7 - 9 -> 7 - 12 -> 7 - 13 -> 7 9 -> 8 - 10 -> 9 - 9 -> 12 - 8 -> 12 - 8 -> 14 + 12 -> 11 + 13 -> 11 + 7 -> 14 + 9 -> 14 10 -> 14 11 -> 14 - 9 -> 14 - 12 -> 14 + 8 -> 14 13 -> 14 - 8 -> 15 - 10 -> 15 - 11 -> 15 16 -> 15 - 9 -> 15 - 12 -> 15 - 13 -> 15 + 18 -> 15 17 -> 16 - 13 -> 16 - 8 -> 18 - 10 -> 18 - 11 -> 18 - 16 -> 18 - 9 -> 18 - 12 -> 18 - 13 -> 18 + 19 -> 18 + 23 -> 18 + 20 -> 19 + 23 -> 19 + 7 -> 19 + 21 -> 20 + 22 -> 20 + 6 -> 20 + 14 -> 20 + 7 -> 20 + 23 -> 20 + 24 -> 20 + 9 -> 20 + 25 -> 20 8 -> 20 - 22 -> 21 - 24 -> 23 - 19 -> 23 - 60 -> 23 - 25 -> 24 - 20 -> 24 - 5 -> 24 - 4 -> 24 - 35 -> 24 - 19 -> 24 - 58 -> 24 - 59 -> 24 + 7 -> 21 + 9 -> 21 + 10 -> 21 + 8 -> 21 + 13 -> 21 + 7 -> 22 + 9 -> 22 + 10 -> 22 + 8 -> 22 + 13 -> 22 + 7 -> 24 26 -> 25 - 29 -> 25 - 30 -> 25 - 32 -> 25 - 33 -> 25 - 34 -> 25 - 37 -> 25 - 38 -> 25 - 40 -> 25 - 19 -> 25 - 15 -> 25 - 18 -> 25 - 41 -> 25 - 5 -> 25 - 4 -> 25 - 35 -> 25 - 42 -> 25 - 43 -> 25 - 53 -> 25 - 55 -> 25 - 39 -> 25 - 56 -> 25 - 57 -> 25 - 58 -> 25 - 27 -> 26 - 4 -> 26 - 28 -> 27 - 28 -> 29 - 4 -> 29 - 31 -> 30 - 19 -> 30 - 4 -> 31 - 19 -> 31 - 9 -> 32 + 27 -> 25 + 17 -> 28 + 18 -> 28 + 30 -> 29 + 23 -> 29 + 18 -> 30 + 23 -> 30 33 -> 32 - 32 -> 34 - 35 -> 34 + 35 -> 32 + 8 -> 33 + 34 -> 33 + 31 -> 33 36 -> 35 - 4 -> 35 + 18 -> 35 13 -> 35 - 9 -> 36 + 8 -> 36 13 -> 36 - 9 -> 37 - 4 -> 37 - 32 -> 37 - 35 -> 38 - 34 -> 38 - 32 -> 38 + 38 -> 37 + 35 -> 37 33 -> 38 - 39 -> 38 - 36 -> 39 - 4 -> 39 - 13 -> 39 + 8 -> 39 + 18 -> 39 + 33 -> 39 + 35 -> 40 + 32 -> 40 33 -> 40 - 4 -> 40 - 10 -> 40 - 9 -> 40 - 33 -> 41 - 4 -> 41 - 36 -> 42 - 5 -> 42 - 13 -> 42 - 44 -> 43 - 49 -> 43 - 52 -> 43 - 45 -> 44 - 47 -> 44 - 48 -> 44 + 34 -> 40 + 41 -> 40 + 36 -> 41 + 18 -> 41 + 13 -> 41 + 34 -> 42 + 18 -> 42 + 9 -> 42 + 8 -> 42 + 34 -> 43 + 18 -> 43 + 36 -> 44 + 19 -> 44 + 13 -> 44 46 -> 45 - 33 -> 45 - 33 -> 46 - 33 -> 47 + 51 -> 45 + 54 -> 45 + 47 -> 46 + 49 -> 46 + 50 -> 46 48 -> 47 - 46 -> 48 - 33 -> 48 + 34 -> 47 + 34 -> 48 + 34 -> 49 50 -> 49 - 51 -> 49 - 4 -> 50 - 35 -> 50 - 33 -> 50 - 48 -> 51 - 50 -> 52 - 47 -> 52 - 54 -> 53 - 36 -> 54 - 4 -> 54 - 13 -> 54 - 32 -> 55 - 35 -> 55 + 48 -> 50 + 34 -> 50 + 31 -> 50 + 52 -> 51 + 53 -> 51 + 18 -> 52 + 35 -> 52 + 34 -> 52 + 50 -> 53 + 52 -> 54 + 49 -> 54 + 56 -> 55 36 -> 56 - 4 -> 56 + 18 -> 56 13 -> 56 - 36 -> 57 - 4 -> 57 - 13 -> 57 - 39 -> 58 - 56 -> 58 - 57 -> 58 - 35 -> 59 - 34 -> 59 - 55 -> 59 - 62 -> 61 - 65 -> 61 - 60 -> 61 - 7 -> 62 - 14 -> 62 - 15 -> 62 + 33 -> 57 + 35 -> 57 + 36 -> 58 + 18 -> 58 + 13 -> 58 + 36 -> 59 + 18 -> 59 + 13 -> 59 + 41 -> 60 + 58 -> 60 + 59 -> 60 + 36 -> 61 + 18 -> 61 + 13 -> 61 + 36 -> 62 18 -> 62 - 5 -> 62 - 4 -> 62 - 63 -> 62 - 23 -> 62 - 65 -> 62 - 58 -> 62 - 26 -> 63 - 29 -> 63 - 30 -> 63 - 32 -> 63 - 33 -> 63 - 34 -> 63 - 37 -> 63 - 38 -> 63 - 64 -> 63 - 65 -> 63 - 15 -> 63 + 13 -> 62 + 36 -> 63 18 -> 63 - 41 -> 63 - 5 -> 63 - 4 -> 63 - 35 -> 63 - 42 -> 63 - 66 -> 63 - 53 -> 63 - 70 -> 63 - 39 -> 63 - 56 -> 63 - 57 -> 63 - 58 -> 63 - 33 -> 64 - 4 -> 64 - 10 -> 64 - 9 -> 64 + 13 -> 63 + 35 -> 64 + 32 -> 64 + 57 -> 64 + 66 -> 65 + 69 -> 65 + 21 -> 66 + 22 -> 66 + 6 -> 66 + 14 -> 66 + 19 -> 66 + 18 -> 66 67 -> 66 - 68 -> 66 - 52 -> 66 - 45 -> 67 - 47 -> 67 - 48 -> 67 - 50 -> 68 - 69 -> 68 - 48 -> 69 - 32 -> 70 - 35 -> 70 - 72 -> 71 - 75 -> 71 - 60 -> 71 - 7 -> 72 - 14 -> 72 - 15 -> 72 - 18 -> 72 - 5 -> 72 - 4 -> 72 + 3 -> 66 + 69 -> 66 + 60 -> 66 + 6 -> 67 + 14 -> 67 + 15 -> 67 + 28 -> 67 + 29 -> 67 + 31 -> 67 + 32 -> 67 + 37 -> 67 + 39 -> 67 + 40 -> 67 + 33 -> 67 + 34 -> 67 + 68 -> 67 + 69 -> 67 + 43 -> 67 + 19 -> 67 + 18 -> 67 + 35 -> 67 + 44 -> 67 + 70 -> 67 + 55 -> 67 + 74 -> 67 + 41 -> 67 + 58 -> 67 + 59 -> 67 + 60 -> 67 + 61 -> 67 + 62 -> 67 + 63 -> 67 + 34 -> 68 + 18 -> 68 + 9 -> 68 + 8 -> 68 + 71 -> 70 + 72 -> 70 + 54 -> 70 + 47 -> 71 + 49 -> 71 + 50 -> 71 + 52 -> 72 73 -> 72 - 61 -> 72 - 75 -> 72 - 58 -> 72 - 26 -> 73 - 29 -> 73 - 30 -> 73 - 32 -> 73 - 33 -> 73 - 34 -> 73 - 37 -> 73 - 38 -> 73 - 74 -> 73 - 75 -> 73 - 15 -> 73 - 18 -> 73 - 41 -> 73 - 5 -> 73 - 4 -> 73 - 35 -> 73 - 42 -> 73 - 76 -> 73 - 53 -> 73 - 80 -> 73 - 39 -> 73 - 56 -> 73 - 57 -> 73 - 58 -> 73 + 50 -> 73 33 -> 74 - 4 -> 74 - 10 -> 74 - 9 -> 74 + 35 -> 74 + 76 -> 75 + 79 -> 75 + 21 -> 76 + 22 -> 76 + 6 -> 76 + 14 -> 76 + 19 -> 76 + 18 -> 76 77 -> 76 - 78 -> 76 - 52 -> 76 - 45 -> 77 - 47 -> 77 - 48 -> 77 - 50 -> 78 - 79 -> 78 - 48 -> 79 - 32 -> 80 - 35 -> 80 - 23 -> 81 - 4 -> 81 - 61 -> 82 - 4 -> 82 - 71 -> 83 - 4 -> 83 - 23 -> 84 - 4 -> 84 - 61 -> 85 - 4 -> 85 - 71 -> 86 - 4 -> 86 + 65 -> 76 + 79 -> 76 + 60 -> 76 + 6 -> 77 + 14 -> 77 + 15 -> 77 + 28 -> 77 + 29 -> 77 + 31 -> 77 + 32 -> 77 + 37 -> 77 + 39 -> 77 + 40 -> 77 + 33 -> 77 + 34 -> 77 + 78 -> 77 + 79 -> 77 + 43 -> 77 + 19 -> 77 + 18 -> 77 + 35 -> 77 + 44 -> 77 + 80 -> 77 + 55 -> 77 + 84 -> 77 + 41 -> 77 + 58 -> 77 + 59 -> 77 + 60 -> 77 + 61 -> 77 + 62 -> 77 + 63 -> 77 + 34 -> 78 + 18 -> 78 + 9 -> 78 + 8 -> 78 + 81 -> 80 + 82 -> 80 + 54 -> 80 + 47 -> 81 + 49 -> 81 + 50 -> 81 + 52 -> 82 + 83 -> 82 + 50 -> 83 + 33 -> 84 + 35 -> 84 + 18 -> 85 + 3 -> 86 + 18 -> 86 + 65 -> 87 + 18 -> 87 + 75 -> 88 + 18 -> 88 + 3 -> 89 + 18 -> 89 + 65 -> 90 + 18 -> 90 + 75 -> 91 + 18 -> 91 } | diff --git a/scripts/base_network.py b/scripts/base_network.py index 1598568ea..d8e1fb4a4 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -59,8 +59,19 @@ .. image:: img/base.png :scale: 33 % +- ``resources/regions_onshore.geojson``: + + .. image:: img/regions_onshore.png + :scale: 33 % + +- ``resources/regions_offshore.geojson``: + + .. image:: img/regions_offshore.png + :scale: 33 % + Description ----------- +Creates the network topology from an ENTSO-E map extract, and create Voronoi shapes for each bus representing both onshore and offshore regions. """ import logging From fad5dd49d54bb2890a4d014e8d702a21e8edd60b Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Mon, 6 May 2024 09:03:37 +0200 Subject: [PATCH 162/270] Fix last workflow image to reflect removal of `build_bus_regions` --- doc/img/workflow.png | Bin 0 -> 716250 bytes doc/index.rst | 2 +- graphics/workflow.png | Bin 680340 -> 0 bytes 3 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 doc/img/workflow.png delete mode 100644 graphics/workflow.png diff --git a/doc/img/workflow.png b/doc/img/workflow.png new file mode 100644 index 0000000000000000000000000000000000000000..96ce7f378295fc0d71048e051bc10daf53742759 GIT binary patch literal 716250 zcmaI82|SeT7e730T4YO+y-+G^C6ukjl89D>ERiL9iLnhOON1g+mMN0TntdBPlf)$1 zcaj*}*k+g+-g7I@^Zfqr|9$6~Pmf{l`@Zh$I_G=7=X=g|Kfa``&a{Jj2MUE^(m1bj z1%+ZEpim6*+Zf_)k?7r=q&%|;gEZwX;iam={BuB$XyvJU~6Q{n; zf1Mb;+S=-ZSVS0uuI>~J3WbeHz6 z#nyTFIMMm-FY$~2p1v*m3Emug5Shk-ioNPJqXPOt;r;iH@Fx&2dY+ni<0bK!2YVxY 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Relevant Settings ----------------- From 282a6792dea9bf9d8fa7beabd093cfd3468d6b80 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 6 May 2024 10:00:19 +0200 Subject: [PATCH 164/270] move all graphics to doc/img --- .reuse/dep5 | 4 ---- README.md | 2 +- .../img}/Heat_and_el_demand_timeseries.png | Bin {graphics => doc/img}/demand-map-heat.png | Bin .../img}/fec_industry_today_tomorrow.png | Bin {graphics => doc/img}/gas_pipeline_figure.png | Bin {graphics => doc/img}/hotmaps.png | Bin {graphics => doc/img}/multisector_figure.pdf | Bin {graphics => doc/img}/multisector_figure.png | Bin {graphics => doc/img}/multisector_figure.svg | 0 {graphics => doc/img}/process-emissions.png | Bin ...n_production_bar_elec_s_37_ec_lv1.0_Ept.png | Bin ...l_operation_area_elec_s_37_ec_lv1.0_Ept.png | Bin {graphics => doc/img}/workflow.png | Bin doc/index.rst | 4 ++-- doc/spatial_resolution.rst | 4 ++-- doc/supply_demand.rst | 14 +++++++------- doc/validation.rst | 4 ++-- graphics/elec_s_37.png | Bin 555891 -> 0 bytes graphics/elec_s_512.png | Bin 998069 -> 0 bytes 20 files changed, 14 insertions(+), 18 deletions(-) rename {graphics => doc/img}/Heat_and_el_demand_timeseries.png (100%) rename {graphics => doc/img}/demand-map-heat.png (100%) rename {graphics => doc/img}/fec_industry_today_tomorrow.png (100%) rename {graphics => doc/img}/gas_pipeline_figure.png (100%) rename {graphics => doc/img}/hotmaps.png (100%) rename {graphics => doc/img}/multisector_figure.pdf (100%) rename {graphics => doc/img}/multisector_figure.png (100%) rename {graphics => doc/img}/multisector_figure.svg (100%) rename {graphics => doc/img}/process-emissions.png (100%) rename {graphics => doc/img}/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png (100%) rename {graphics => doc/img}/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png (100%) rename {graphics => doc/img}/workflow.png (100%) delete mode 100644 graphics/elec_s_37.png delete mode 100644 graphics/elec_s_512.png diff --git a/.reuse/dep5 b/.reuse/dep5 index 27edd808c..a40d090a9 100644 --- a/.reuse/dep5 +++ b/.reuse/dep5 @@ -30,7 +30,3 @@ License: CC0-1.0 Files: borg-it Copyright: 2017-2024 The PyPSA-Eur Authors License: CC0-1.0 - -Files: graphics/* -Copyright: 2017-2024 The PyPSA-Eur Authors -License: CC-BY-4.0 diff --git a/README.md b/README.md index b4c035746..d5a72b775 100644 --- a/README.md +++ b/README.md @@ -80,7 +80,7 @@ all greenhouse gas emitters except waste management and land use. This diagram gives an overview of the sectors and the links between them: -![sector diagram](graphics/multisector_figure.png) +![sector diagram](doc/img/multisector_figure.png) Each of these sectors is built up on the transmission network nodes from [PyPSA-Eur](https://github.com/PyPSA/pypsa-eur): diff --git a/graphics/Heat_and_el_demand_timeseries.png b/doc/img/Heat_and_el_demand_timeseries.png similarity index 100% rename from graphics/Heat_and_el_demand_timeseries.png rename to doc/img/Heat_and_el_demand_timeseries.png diff --git a/graphics/demand-map-heat.png b/doc/img/demand-map-heat.png similarity index 100% rename from graphics/demand-map-heat.png rename to doc/img/demand-map-heat.png diff --git a/graphics/fec_industry_today_tomorrow.png b/doc/img/fec_industry_today_tomorrow.png similarity index 100% rename from graphics/fec_industry_today_tomorrow.png rename to doc/img/fec_industry_today_tomorrow.png diff --git a/graphics/gas_pipeline_figure.png b/doc/img/gas_pipeline_figure.png similarity index 100% rename from graphics/gas_pipeline_figure.png rename to doc/img/gas_pipeline_figure.png diff --git a/graphics/hotmaps.png b/doc/img/hotmaps.png similarity index 100% rename from graphics/hotmaps.png rename to doc/img/hotmaps.png diff --git a/graphics/multisector_figure.pdf b/doc/img/multisector_figure.pdf similarity index 100% rename from graphics/multisector_figure.pdf rename to doc/img/multisector_figure.pdf diff --git a/graphics/multisector_figure.png b/doc/img/multisector_figure.png similarity index 100% rename from graphics/multisector_figure.png rename to doc/img/multisector_figure.png diff --git a/graphics/multisector_figure.svg b/doc/img/multisector_figure.svg similarity index 100% rename from graphics/multisector_figure.svg rename to doc/img/multisector_figure.svg diff --git a/graphics/process-emissions.png b/doc/img/process-emissions.png similarity index 100% rename from graphics/process-emissions.png rename to doc/img/process-emissions.png diff --git a/graphics/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png b/doc/img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png similarity index 100% rename from graphics/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png rename to doc/img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png diff --git a/graphics/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png b/doc/img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png similarity index 100% rename from graphics/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png rename to doc/img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png diff --git a/graphics/workflow.png b/doc/img/workflow.png similarity index 100% rename from graphics/workflow.png rename to doc/img/workflow.png diff --git a/doc/index.rst b/doc/index.rst index 07ee28d10..90114acaa 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -74,7 +74,7 @@ greenhouse gas emitters except waste management, agriculture, forestry and land use. The diagram below gives an overview of the sectors and the links between them: -.. image:: ../graphics/multisector_figure.png +.. image:: ../doc/img/multisector_figure.png :width: 70% :align: center @@ -135,7 +135,7 @@ as part of the `Stromnetze Research Initiative Workflow ======== -.. image:: ../graphics/workflow.png +.. image:: ../doc/img/workflow.png :class: full-width :align: center diff --git a/doc/spatial_resolution.rst b/doc/spatial_resolution.rst index 20158ab60..b686e8ed7 100644 --- a/doc/spatial_resolution.rst +++ b/doc/spatial_resolution.rst @@ -15,11 +15,11 @@ The total number of nodes for Europe is set in the ``config/config.yaml`` file u Exemplary unsolved network clustered to 512 nodes: -.. image:: ../graphics/elec_s_512.png +.. image:: ../doc/img/elec_s_512.png Exemplary unsolved network clustered to 37 nodes: -.. image:: ../graphics/elec_s_37.png +.. image:: ../doc/img/elec_s_37.png The total number of nodes for Europe is set in the ``config/config.yaml`` file under `clusters `__. The number of nodes can vary between 37, the number of independent countries/synchronous areas, and several hundred. With 200-300 nodes, the model needs 100-150 GB RAM to solve with a commercial solver like Gurobi. Not all of the sectors are at the full nodal resolution, and some demand for some sectors is distributed to nodes using heuristics that need to be corrected. Some networks are copper-plated to reduce computational times. diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index cc598aafd..9ed0dc786 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -18,7 +18,7 @@ management, carbon capture and usage/sequestration, and gas networks. The basic supply (left column) and demand (right column) options in the model are described in this figure: -.. image:: ../graphics/multisector_figure.png +.. image:: ../doc/img/multisector_figure.png .. _Electricity supply and demand: @@ -72,11 +72,11 @@ For every country, heat demand is split between low and high population density Cooling is electrified and is included in the electricity demand. Cooling demand is assumed to remain at current levels. An example of regional distribution of the total heat demand for network 181 regions is depicted below. -.. image:: ../graphics/demand-map-heat.png +.. image:: ../doc/img/demand-map-heat.png As below figure shows, the current total heat demand in Europe is similar to the total electricity demand but features much more pronounced seasonal variations. The current total building heating demand in Europe adds up to 3084 TWh/a of which 78% occurs in urban areas. -.. image:: ../graphics/Heat_and_el_demand_timeseries.png +.. image:: ../doc/img/Heat_and_el_demand_timeseries.png In practice, in PyPSA-Eur-Sec, there are heat demand buses to which the corresponding heat demands are added. @@ -269,7 +269,7 @@ The existing European gas transmission network is represented based on the SciGR The following figure shows the unclustered European gas transmission network based on the SciGRID Gas IGGIELGN dataset. Pipelines are color-coded by estimated capacities. Markers indicate entry-points, sites of fossil resource extraction, and LNG terminals. -.. image:: ../graphics/gas_pipeline_figure.png +.. image:: ../doc/img/gas_pipeline_figure.png .. _Biomass supply: @@ -374,7 +374,7 @@ Where process heat is required, our approach depends on the necessary temperatur The following figure shows the final consumption of energy and non-energy feedstocks in industry today in comparison to the scenario in 2050 assumed in `Neumann et al `__. -.. image:: ../graphics/fec_industry_today_tomorrow.png +.. image:: ../doc/img/fec_industry_today_tomorrow.png The following figure shows the process emissions in industry today (top bar) and in 2050 without @@ -383,12 +383,12 @@ carbon capture (bottom bar) assumed in `Neumann et al `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. -.. image:: ../graphics/hotmaps.png +.. image:: ../doc/img/hotmaps.png .. _Iron and Steel: diff --git a/doc/validation.rst b/doc/validation.rst index afe7a7f37..bfc8e40b4 100644 --- a/doc/validation.rst +++ b/doc/validation.rst @@ -29,11 +29,11 @@ Results By the time of writing the comparison with the historical data shows partially accurate, partially improvable results. 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zPfVnPGv?OfAV4T1)xOYY0+d%ECfulFfqwzJ#HQ(W*y!fKaDXlZXasa2U`Gft1>!7U zo+KnBK+o@F2dLo!cs}>E0hGn?H8nzU${^kZpSrMsKr4a~NM&W^<%<_*7Z;xfIjMlS zQB?D>+dsOy*Y~e9KrIYdDTx$l_(+n#T}T7y0K)H}p$glRvxkSCrY0yw=do!eQqZy? z18bDU6AAE!mN#L8fZ=M&*I*8`Uca4{v5gI3=5Xk;URfRgzNY!58VW8T*9&tNYVLb` zdw?wi`>vnkIPGD>PIxSE>3@!l5a$yeN2BmFP z2RH>yN*C0}AxY}()k#smDJ=~yW1u+)R{_-EnwqA*V5jka(~XqYe{gpSD4mm1k^k@i a-K4qSK)tr7S@e)}ISO}GWpj~cFa8&|wWx3a From 98d54de8e6f544f62ea001f9f45fd3e302b45b09 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 6 May 2024 10:03:46 +0200 Subject: [PATCH 165/270] simplify image paths --- doc/index.rst | 2 +- doc/spatial_resolution.rst | 4 ++-- doc/supply_demand.rst | 14 +++++++------- doc/validation.rst | 4 ++-- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/doc/index.rst b/doc/index.rst index 840b6208d..e23744e19 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -74,7 +74,7 @@ greenhouse gas emitters except waste management, agriculture, forestry and land use. The diagram below gives an overview of the sectors and the links between them: -.. image:: ../doc/img/multisector_figure.png +.. image:: img/multisector_figure.png :width: 70% :align: center diff --git a/doc/spatial_resolution.rst b/doc/spatial_resolution.rst index b686e8ed7..76228ad85 100644 --- a/doc/spatial_resolution.rst +++ b/doc/spatial_resolution.rst @@ -15,11 +15,11 @@ The total number of nodes for Europe is set in the ``config/config.yaml`` file u Exemplary unsolved network clustered to 512 nodes: -.. image:: ../doc/img/elec_s_512.png +.. image:: img/elec_s_512.png Exemplary unsolved network clustered to 37 nodes: -.. image:: ../doc/img/elec_s_37.png +.. image:: img/elec_s_37.png The total number of nodes for Europe is set in the ``config/config.yaml`` file under `clusters `__. The number of nodes can vary between 37, the number of independent countries/synchronous areas, and several hundred. With 200-300 nodes, the model needs 100-150 GB RAM to solve with a commercial solver like Gurobi. Not all of the sectors are at the full nodal resolution, and some demand for some sectors is distributed to nodes using heuristics that need to be corrected. Some networks are copper-plated to reduce computational times. diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index 9ed0dc786..6015879bf 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -18,7 +18,7 @@ management, carbon capture and usage/sequestration, and gas networks. The basic supply (left column) and demand (right column) options in the model are described in this figure: -.. image:: ../doc/img/multisector_figure.png +.. image:: img/multisector_figure.png .. _Electricity supply and demand: @@ -72,11 +72,11 @@ For every country, heat demand is split between low and high population density Cooling is electrified and is included in the electricity demand. Cooling demand is assumed to remain at current levels. An example of regional distribution of the total heat demand for network 181 regions is depicted below. -.. image:: ../doc/img/demand-map-heat.png +.. image:: img/demand-map-heat.png As below figure shows, the current total heat demand in Europe is similar to the total electricity demand but features much more pronounced seasonal variations. The current total building heating demand in Europe adds up to 3084 TWh/a of which 78% occurs in urban areas. -.. image:: ../doc/img/Heat_and_el_demand_timeseries.png +.. image:: img/Heat_and_el_demand_timeseries.png In practice, in PyPSA-Eur-Sec, there are heat demand buses to which the corresponding heat demands are added. @@ -269,7 +269,7 @@ The existing European gas transmission network is represented based on the SciGR The following figure shows the unclustered European gas transmission network based on the SciGRID Gas IGGIELGN dataset. Pipelines are color-coded by estimated capacities. Markers indicate entry-points, sites of fossil resource extraction, and LNG terminals. -.. image:: ../doc/img/gas_pipeline_figure.png +.. image:: img/gas_pipeline_figure.png .. _Biomass supply: @@ -374,7 +374,7 @@ Where process heat is required, our approach depends on the necessary temperatur The following figure shows the final consumption of energy and non-energy feedstocks in industry today in comparison to the scenario in 2050 assumed in `Neumann et al `__. -.. image:: ../doc/img/fec_industry_today_tomorrow.png +.. image:: img/fec_industry_today_tomorrow.png The following figure shows the process emissions in industry today (top bar) and in 2050 without @@ -383,12 +383,12 @@ carbon capture (bottom bar) assumed in `Neumann et al `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. -.. image:: ../doc/img/hotmaps.png +.. image:: img/hotmaps.png .. _Iron and Steel: diff --git a/doc/validation.rst b/doc/validation.rst index bfc8e40b4..b32a786de 100644 --- a/doc/validation.rst +++ b/doc/validation.rst @@ -29,11 +29,11 @@ Results By the time of writing the comparison with the historical data shows partially accurate, partially improvable results. The following figures show the comparison of the dispatch of the different carriers. -.. image:: ../doc/img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png +.. image:: img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png :width: 100% :align: center -.. image:: ../doc/img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png +.. image:: img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png :width: 100% :align: center From 97035092acc13c87b5cd56b7e9e8d96bf0887439 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:20:53 +0200 Subject: [PATCH 166/270] Fix approximate_missing_eia_stats Function crasehd when 'ET' or 'PT' not present in list of countries. --- scripts/build_hydro_profile.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index cd51ce907..f1e565325 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -139,7 +139,8 @@ def approximate_missing_eia_stats(eia_stats, runoff_fn, countries): runoff.index = runoff.index.astype(int) # fix outliers; exceptional floods in 1977-1979 in ES & PT - runoff.loc[1978, ["ES", "PT"]] = runoff.loc[1979, ["ES", "PT"]] + if ("ES" and "PT") in runoff: + runoff.loc[1978, ["ES", "PT"]] = runoff.loc[1979, ["ES", "PT"]] runoff_eia = runoff.loc[eia_stats.index] From 315f5ef64ffd701083b10b4c4f11b49473bb9826 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:25:13 +0200 Subject: [PATCH 167/270] Update release_notes.rst with hydro bugfix --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dbc857bc5..f65f4cf2b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -172,6 +172,8 @@ Upcoming Release * Bugfix: allow modelling sector-coupled landlocked regions. (Fixed handling of offshore wind.) +* Bugfix: approximation of hydro power generation if Portugal or Spain are not included works now. + * Adapt the disabling of transmission expansion in myopic foresight optimisations when limit is already reached to also handle cost limits. * Fix duplicated years and grouping years reference in `add_land_use_constraint_m`. From 9d36d2bc9b76bf25fa927d63173f6cb4b1226f62 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:37:32 +0200 Subject: [PATCH 168/270] Fix copy_timeslice copy timeslice would add data although country not present in load --- scripts/build_electricity_demand.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index 7615bbc63..fc8af3720 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -129,7 +129,7 @@ def copy_timeslice(load, cntry, start, stop, delta, fn_load=None): load.loc[start:stop, cntry] = load.loc[ start - delta : stop - delta, cntry ].values - elif fn_load is not None: + elif fn_load is not None and cntry in load: duration = pd.date_range(freq="h", start=start - delta, end=stop - delta) load_raw = load_timeseries(fn_load, duration, [cntry]) load.loc[start:stop, cntry] = load_raw.loc[ From a184f159c0653eaae71d6d64b634af0c60b4f9d1 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:38:36 +0200 Subject: [PATCH 169/270] Update release_notes.rst --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index f65f4cf2b..b73b56f8b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -174,6 +174,8 @@ Upcoming Release * Bugfix: approximation of hydro power generation if Portugal or Spain are not included works now. +* Bugfix: copy_timeslice does not copy anymore, if country not present in load data. + * Adapt the disabling of transmission expansion in myopic foresight optimisations when limit is already reached to also handle cost limits. * Fix duplicated years and grouping years reference in `add_land_use_constraint_m`. From 3b77b4a370c869d927bf9710c0aeee34a48d7663 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 18:46:04 +0200 Subject: [PATCH 170/270] Fix that code works if either ES or PT is present --- scripts/build_hydro_profile.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index f1e565325..ed3bbd1d8 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -139,8 +139,10 @@ def approximate_missing_eia_stats(eia_stats, runoff_fn, countries): runoff.index = runoff.index.astype(int) # fix outliers; exceptional floods in 1977-1979 in ES & PT - if ("ES" and "PT") in runoff: - runoff.loc[1978, ["ES", "PT"]] = runoff.loc[1979, ["ES", "PT"]] + if "ES" in runoff: + runoff.loc[1978, ["ES"]] = runoff.loc[1979, ["ES"]] + if "PT" in runoff: + runoff.loc[1978, ["PT"]] = runoff.loc[1979, ["PT"]] runoff_eia = runoff.loc[eia_stats.index] From ff99db5cb5bf3a703d546a50961b23b5231421ed Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 7 May 2024 10:53:07 +0200 Subject: [PATCH 171/270] Update scripts/build_hydro_profile.py --- scripts/build_hydro_profile.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index ed3bbd1d8..6a0315c73 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -140,9 +140,9 @@ def approximate_missing_eia_stats(eia_stats, runoff_fn, countries): # fix outliers; exceptional floods in 1977-1979 in ES & PT if "ES" in runoff: - runoff.loc[1978, ["ES"]] = runoff.loc[1979, ["ES"]] + runoff.loc[1978, "ES"] = runoff.loc[1979, "ES"] if "PT" in runoff: - runoff.loc[1978, ["PT"]] = runoff.loc[1979, ["PT"]] + runoff.loc[1978, "PT"] = runoff.loc[1979, "PT"] runoff_eia = runoff.loc[eia_stats.index] From 25df71a5126ad80d520c3a87e324927ca26bac5d Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Fri, 10 May 2024 17:37:42 +0200 Subject: [PATCH 172/270] [no ci] add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b73b56f8b..3158489e2 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,8 @@ Release Notes Upcoming Release ================ +* Add floating wind technology for water depths below 60m + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * bugfix: installed heating capacities were 5% lower than existing heating capacities From f21c6f5e9ceb706f2bacf4a6cb57cf7b97c6ede2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 May 2024 15:40:20 +0200 Subject: [PATCH 173/270] use master version of workflow graphic --- doc/img/workflow.png | Bin 680340 -> 716250 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/img/workflow.png b/doc/img/workflow.png index 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ztw}Y+Qo`kOY!#jIG~}v7QB;6Zyl@!rxA7-M%`D`87OGiO#;1ke$t^tW%-=AWhke$&16KiTMzd;kCd From 1b1b4528bf785dc2262c4588b06089ce1e47d9fd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 12 May 2024 13:53:36 +0000 Subject: [PATCH 174/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/tutorial.rst | 2 +- doc/tutorial_sector.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/tutorial.rst b/doc/tutorial.rst index b587e8955..70c4c9e91 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -201,7 +201,7 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 7 -> 18 20 -> 19 21 -> 19 - } + } | diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index 464d9f42f..67b65a3ec 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -829,7 +829,7 @@ workflow: 17 -> 88 73 -> 89 17 -> 89 - } + } | From 4dc350cbde6c760650a61f90cc49cae694514894 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 May 2024 16:10:02 +0200 Subject: [PATCH 175/270] use raw not blob github link --- rules/build_sector.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 603089990..bc7cfd427 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -565,7 +565,7 @@ rule build_industrial_distribution_key: regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"), clustered_pop_layout=resources("pop_layout_elec_s{simpl}_{clusters}.csv"), hotmaps_industrial_database=storage( - "https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database/-/blob/master/data/Industrial_Database.csv", + "https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database/-/raw/master/data/Industrial_Database.csv", keep_local=True, ), output: From 2b0303e913e5c6de86bbab4140ad3c3aba35f4c8 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 May 2024 18:06:50 +0200 Subject: [PATCH 176/270] bump powerplantmatching to 0.5.15 --- doc/release_notes.rst | 3 +++ envs/environment.yaml | 2 +- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b73b56f8b..9e9a4fa78 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,9 @@ Release Notes Upcoming Release ================ + +* Bump minimum ``powerplantmatching`` version to v0.5.15. + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * bugfix: installed heating capacities were 5% lower than existing heating capacities diff --git a/envs/environment.yaml b/envs/environment.yaml index cbb1a3641..58835603d 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -25,7 +25,7 @@ dependencies: - yaml - pytables - lxml -- powerplantmatching>=0.5.13 +- powerplantmatching>=0.5.15 - numpy - pandas>=2.1 - geopandas>=0.11.0 From a16b74f68acfe6668cc6b5a5781bfea7ae414a66 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 10:04:05 +0200 Subject: [PATCH 177/270] Update config/config.default.yaml --- config/config.default.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index dad45cba4..9c838493a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -233,7 +233,6 @@ renewable: excluder_resolution: 200 min_depth: 60 max_depth: 1000 - potential: simple # or conservative clip_p_max_pu: 1.e-2 solar: cutout: europe-2013-sarah From e023872d44467cfc09ea6727ff6ad9167432035d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 10:50:24 +0200 Subject: [PATCH 178/270] stop using wildcard by default --- config/config.default.yaml | 10 ++++------ config/config.entsoe-all.yaml | 2 +- config/test/config.electricity.yaml | 5 ++++- config/test/config.myopic.yaml | 7 ++++++- config/test/config.overnight.yaml | 7 ++++++- config/test/config.perfect.yaml | 7 ++++++- config/test/config.scenarios.yaml | 2 +- doc/configtables/sector-opts.csv | 2 +- doc/introduction.rst | 4 ++-- doc/release_notes.rst | 2 ++ doc/supply_demand.rst | 4 ++-- doc/tutorial.rst | 12 ++++++------ doc/wildcards.rst | 4 ++-- scripts/prepare_sector_network.py | 2 +- 14 files changed, 44 insertions(+), 26 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b32031eaf..5664f6e91 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -38,17 +38,15 @@ scenario: simpl: - '' ll: - - v1.5 + - vopt clusters: - 37 - 128 - 256 - - 512 - - 1024 opts: - '' sector_opts: - - Co2L0-3H-T-H-B-I-A-dist1 + - '' planning_horizons: # - 2020 # - 2030 @@ -91,8 +89,8 @@ electricity: voltages: [220., 300., 380., 500., 750.] gaslimit_enable: false gaslimit: false - co2limit_enable: false - co2limit: 7.75e+7 + co2limit_enable: true + co2limit: 0. co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index 85eedb643..b26ea128c 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -29,7 +29,7 @@ countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'F electricity: custom_powerplants: true - co2limit: 9.59e+7 + co2limit: 0 co2base: 1.918e+9 lines: diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 979453ccd..6fdb018fd 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -15,7 +15,7 @@ scenario: clusters: - 5 opts: - - Co2L-24h + - '' countries: ['BE'] @@ -24,6 +24,7 @@ snapshots: end: "2013-03-08" electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -63,6 +64,8 @@ renewable: clustering: exclude_carriers: ["OCGT", "offwind-ac", "coal"] + temporal: + resolution_elec: 24h lines: dynamic_line_rating: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index a9335046d..a44757ae4 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -18,7 +18,7 @@ scenario: clusters: - 5 sector_opts: - - 24h-T-H-B-I-A-dist1 + - '' planning_horizons: - 2030 - 2040 @@ -34,6 +34,7 @@ sector: central_heat_vent: true electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -69,6 +70,10 @@ renewable: solar: cutout: be-03-2013-era5 +clustering: + temporal: + resolution_sector: 24h + industry: St_primary_fraction: 2030: 0.6 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index b02c0449c..4ab033716 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -17,7 +17,7 @@ scenario: clusters: - 5 sector_opts: - - CO2L0-24h-T-H-B-I-A-dist1 + - '' planning_horizons: - 2030 @@ -28,6 +28,7 @@ snapshots: end: "2013-03-08" electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -63,6 +64,10 @@ renewable: solar: cutout: be-03-2013-era5 +clustering: + temporal: + resolution_sector: 24h + sector: gas_network: true H2_retrofit: true diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 7fbfb6306..4eacd945d 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -18,7 +18,7 @@ scenario: clusters: - 5 sector_opts: - - 8760h-T-H-B-I-A-dist1 + - '' planning_horizons: - 2030 - 2040 @@ -31,6 +31,7 @@ snapshots: end: "2013-03-08" electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -70,6 +71,10 @@ renewable: solar: cutout: be-03-2013-era5 +clustering: + temporal: + resolution_sector: 8760h + industry: St_primary_fraction: 2020: 0.8 diff --git a/config/test/config.scenarios.yaml b/config/test/config.scenarios.yaml index 8ecbb91bd..ca2ea4391 100644 --- a/config/test/config.scenarios.yaml +++ b/config/test/config.scenarios.yaml @@ -19,7 +19,7 @@ scenario: clusters: - 5 opts: - - Co2L-24H + - '' countries: ['BE'] diff --git a/doc/configtables/sector-opts.csv b/doc/configtables/sector-opts.csv index fc9e8c104..5f5bb2501 100644 --- a/doc/configtables/sector-opts.csv +++ b/doc/configtables/sector-opts.csv @@ -1,5 +1,5 @@ Trigger, Description, Definition, Status -``nH``, i.e. ``2H``-``6H``, "Resample the time-resolution by averaging over every ``n`` snapshots, ``prepare_network``: `average_every_nhours() `_ and its `caller `__)", In active use +``nH``, i.e. ``2h``-``6h``, "Resample the time-resolution by averaging over every ``n`` snapshots, ``prepare_network``: `average_every_nhours() `_ and its `caller `__)", In active use ``Co2L``, Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. If a float is appended an overall emission limit relative to the emission level given in ``electricity: co2base`` is added (e.g. ``Co2L0.05`` limits emissisions to 5% of what is given in ``electricity: co2base``), ``prepare_network``: `add_co2limit() `_ and its `caller `__, In active use ``carrier+{c|p|m}factor``,"Alter the capital cost (``c``), installable potential (``p``) or marginal costs (``m``) of a carrier by a factor. Example: ``solar+c0.5`` reduces the capital cost of solar to 50\% of original values.", ``prepare_network``, In active use ``T``,Add land transport sector,,In active use diff --git a/doc/introduction.rst b/doc/introduction.rst index 7cfa0e43f..d0f7386de 100644 --- a/doc/introduction.rst +++ b/doc/introduction.rst @@ -35,7 +35,7 @@ For instance, an invocation to .. code:: bash - .../pypsa-eur % snakemake -call results/networks/elec_s_128_ec_lvopt_Co2L-3H.nc + .../pypsa-eur % snakemake -call results/networks/elec_s_128_ec_lvopt_.nc follows this dependency graph @@ -50,7 +50,7 @@ preceding rules which another rule takes as input data. .. note:: The dependency graph was generated using - ``snakemake --dag results/networks/elec_s_128_ec_lvopt_Co2L-3H.nc -F | sed -n "/digraph/,/}/p" | dot -Tpng -o doc/img/intro-workflow.png`` + ``snakemake --dag results/networks/elec_s_128_ec_lvopt_.nc -F | sed -n "/digraph/,/}/p" | dot -Tpng -o doc/img/intro-workflow.png`` For the use of ``snakemake``, it makes sense to familiarize yourself quickly with the `basic tutorial diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dbbce3653..3ef9d1946 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -222,6 +222,8 @@ Upcoming Release * Clarify suffix usage in `add_existing_baseyear`. +* The ``{sector_opts}`` wildcard is now not used by default. All scenario definitions are now done in the ``config.yaml`` file. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index ab58368f7..bbb0217e3 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -211,7 +211,7 @@ Today, most of the :math:`H_2` consumed globally is produced from natural gas by .. math:: - CH_4 + H_2O \xrightarrow{} CO + 3H_2 + CH_4 + H_2O \xrightarrow{} CO + 3h_2 combined with a water-gas shift reaction @@ -453,7 +453,7 @@ The basic chemicals consumption data from the `JRC IDEES `__ for every country. Ammonia can be made from hydrogen and nitrogen using the Haber-Bosch process. .. math:: - N_2 + 3H_2 \xrightarrow{} 2NH_3 + N_2 + 3h_2 \xrightarrow{} 2NH_3 diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 70c4c9e91..bae8e3a3f 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -32,7 +32,7 @@ configuration, execute .. code:: bash :class: full-width - snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_Co2L-24H.nc --configfile config/test/config.electricity.yaml + snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_.nc --configfile config/test/config.electricity.yaml This configuration is set to download a reduced cutout via the rule :mod:`retrieve_cutout`. For more information on the data dependencies of PyPSA-Eur, continue reading :ref:`data`. @@ -114,9 +114,9 @@ clustered down to 6 buses and every 24 hours aggregated to one snapshot. The com .. code:: bash - snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_Co2L-24H.nc --configfile config/test/config.electricity.yaml + snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_.nc --configfile config/test/config.electricity.yaml -orders ``snakemake`` to run the rule :mod:`solve_network` that produces the solved network and stores it in ``results/networks`` with the name ``elec_s_6_ec_lcopt_Co2L-24H.nc``: +orders ``snakemake`` to run the rule :mod:`solve_network` that produces the solved network and stores it in ``results/networks`` with the name ``elec_s_6_ec_lcopt_.nc``: .. literalinclude:: ../rules/solve_electricity.smk :start-at: rule solve_network: @@ -133,7 +133,7 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; 0[label = "solve_network", color = "0.38 0.6 0.85", style="rounded"]; - 1[label = "prepare_network\nll: copt\nopts: Co2L-24H", color = "0.53 0.6 0.85", style="rounded"]; + 1[label = "prepare_network\nll: copt", color = "0.53 0.6 0.85", style="rounded"]; 2[label = "add_extra_components", color = "0.01 0.6 0.85", style="rounded"]; 3[label = "cluster_network\nclusters: 6", color = "0.03 0.6 0.85", style="rounded"]; 4[label = "simplify_network\nsimpl: ", color = "0.42 0.6 0.85", style="rounded"]; @@ -268,7 +268,7 @@ For example, you can explore the evolution of the PyPSA networks by running #. ``snakemake resources/networks/elec.nc -call --configfile config/test/config.electricity.yaml`` #. ``snakemake resources/networks/elec_s.nc -call --configfile config/test/config.electricity.yaml`` #. ``snakemake resources/networks/elec_s_6.nc -call --configfile config/test/config.electricity.yaml`` -#. ``snakemake resources/networks/elec_s_6_ec_lcopt_Co2L-24H.nc -call --configfile config/test/config.electricity.yaml`` +#. ``snakemake resources/networks/elec_s_6_ec_lcopt_.nc -call --configfile config/test/config.electricity.yaml`` To run all combinations of wildcard values provided in the ``config/config.yaml`` under ``scenario:``, you can use the collection rule ``solve_elec_networks``. @@ -306,6 +306,6 @@ Jupyter Notebooks). import pypsa - n = pypsa.Network("results/networks/elec_s_6_ec_lcopt_Co2L-24H.nc") + n = pypsa.Network("results/networks/elec_s_6_ec_lcopt_.nc") For inspiration, read the `examples section in the PyPSA documentation `__. diff --git a/doc/wildcards.rst b/doc/wildcards.rst index 16681e3d7..f8e60e203 100644 --- a/doc/wildcards.rst +++ b/doc/wildcards.rst @@ -101,7 +101,7 @@ The ``{opts}`` wildcard The ``{opts}`` wildcard is used for electricity-only studies. It triggers optional constraints, which are activated in either :mod:`prepare_network` or the :mod:`solve_network` step. It may hold multiple triggers separated by ``-``, -i.e. ``Co2L-3H`` contains the ``Co2L`` trigger and the ``3H`` switch. There are +i.e. ``Co2L-3h`` contains the ``Co2L`` trigger and the ``3h`` switch. There are currently: @@ -121,7 +121,7 @@ The ``{sector_opts}`` wildcard # Co2Lx specifies the CO2 target in x% of the 1990 values; default will give default (5%); # Co2L0p25 will give 25% CO2 emissions; Co2Lm0p05 will give 5% negative emissions - # xH is the temporal resolution; 3H is 3-hourly, i.e. one snapshot every 3 hours + # xH is the temporal resolution; 3h is 3-hourly, i.e. one snapshot every 3 hours # single letters are sectors: T for land transport, H for building heating, # B for biomass supply, I for industry, shipping and aviation, # A for agriculture, forestry and fishing diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9f53e3170..432d9a82b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3578,7 +3578,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-24H-T-H-B-I-A-dist1", + sector_opts="CO2L0-24h-T-H-B-I-A-dist1", planning_horizons="2030", ) From 85a2e97f1ed542cd855ec01e4e70ef63a7f73fbb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 08:51:19 +0000 Subject: [PATCH 179/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_existing_baseyear.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 136448971..8eac44f64 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -285,7 +285,9 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas i for i in inv_ind if (i + name_suffix_by) in n.generators.index ] - p_max_pu = n.generators_t.p_max_pu[[i + name_suffix_by for i in inv_ind]] + p_max_pu = n.generators_t.p_max_pu[ + [i + name_suffix_by for i in inv_ind] + ] p_max_pu.columns = [i + name_suffix for i in inv_ind] n.madd( From e75e3bd8d7e25812dfcb6364531c024f7e7dd46b Mon Sep 17 00:00:00 2001 From: toniseibold Date: Fri, 3 May 2024 11:28:41 +0200 Subject: [PATCH 180/270] allow excluding files from shared_resources --- Snakefile | 6 +++--- config/config.default.yaml | 2 ++ scripts/_helpers.py | 11 ++++++----- 3 files changed, 11 insertions(+), 8 deletions(-) diff --git a/Snakefile b/Snakefile index e69807089..ce178619d 100644 --- a/Snakefile +++ b/Snakefile @@ -24,9 +24,9 @@ run = config["run"] scenarios = get_scenarios(run) RDIR = get_rdir(run) -logs = path_provider("logs/", RDIR, run["shared_resources"]) -benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"]) -resources = path_provider("resources/", RDIR, run["shared_resources"]) +logs = path_provider("logs/", RDIR, run["shared_resources"], run["exclude"]) +benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"], run["exclude"]) +resources = path_provider("resources/", RDIR, run["shared_resources"], run["exclude"]) CDIR = "" if run["shared_cutouts"] else RDIR RESULTS = "results/" + RDIR diff --git a/config/config.default.yaml b/config/config.default.yaml index b32031eaf..c75d39dd9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -27,6 +27,8 @@ run: file: config/scenarios.yaml disable_progressbar: false shared_resources: false + exclude: + - "" shared_cutouts: true # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 683828b2d..02a0992c6 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -67,7 +67,7 @@ def get_rdir(run): return RDIR -def get_run_path(fn, dir, rdir, shared_resources): +def get_run_path(fn, dir, rdir, shared_resources, exclude): """ Dynamically provide paths based on shared resources and filename. @@ -87,6 +87,8 @@ def get_run_path(fn, dir, rdir, shared_resources): - If string is "base", special handling for shared "base" resources (see notes). - If random string other than "base", this folder is used instead of the `rdir` keyword. - If boolean, directly specifies if the resource is shared. + exclude: list + List of filenames to exclude from shared resources. Only relevant if shared_resources is "base". Returns ------- @@ -105,8 +107,7 @@ def get_run_path(fn, dir, rdir, shared_resources): irrelevant_wildcards = {"technology", "year", "scope", "kind"} no_relevant_wildcards = not existing_wildcards - irrelevant_wildcards no_elec_rule = not fn.startswith("networks/elec") and not fn.startswith( - "add_electricity" - ) + "add_electricity") and not any(fn.startswith(ex) for ex in exclude) is_shared = no_relevant_wildcards and no_elec_rule rdir = "" if is_shared else rdir elif isinstance(shared_resources, str): @@ -121,7 +122,7 @@ def get_run_path(fn, dir, rdir, shared_resources): return f"{dir}{rdir}{fn}" -def path_provider(dir, rdir, shared_resources): +def path_provider(dir, rdir, shared_resources, exclude): """ Returns a partial function that dynamically provides paths based on shared resources and the filename. @@ -132,7 +133,7 @@ def path_provider(dir, rdir, shared_resources): A partial function that takes a filename as input and returns the path to the file based on the shared_resources parameter. """ - return partial(get_run_path, dir=dir, rdir=rdir, shared_resources=shared_resources) + return partial(get_run_path, dir=dir, rdir=rdir, shared_resources=shared_resources, exclude=exclude) def get_opt(opts, expr, flags=None): From 0fb68d11d844779d2137bfa897f87bb9249eee64 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 3 May 2024 09:29:35 +0000 Subject: [PATCH 181/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/_helpers.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 02a0992c6..1301a2969 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -106,8 +106,11 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): existing_wildcards = set(re.findall(pattern, fn)) irrelevant_wildcards = {"technology", "year", "scope", "kind"} no_relevant_wildcards = not existing_wildcards - irrelevant_wildcards - no_elec_rule = not fn.startswith("networks/elec") and not fn.startswith( - "add_electricity") and not any(fn.startswith(ex) for ex in exclude) + no_elec_rule = ( + not fn.startswith("networks/elec") + and not fn.startswith("add_electricity") + and not any(fn.startswith(ex) for ex in exclude) + ) is_shared = no_relevant_wildcards and no_elec_rule rdir = "" if is_shared else rdir elif isinstance(shared_resources, str): @@ -133,7 +136,13 @@ def path_provider(dir, rdir, shared_resources, exclude): A partial function that takes a filename as input and returns the path to the file based on the shared_resources parameter. """ - return partial(get_run_path, dir=dir, rdir=rdir, shared_resources=shared_resources, exclude=exclude) + return partial( + get_run_path, + dir=dir, + rdir=rdir, + shared_resources=shared_resources, + exclude=exclude, + ) def get_opt(opts, expr, flags=None): From 6cfe712ca510b9144fb4f5b464ca6f45b8e7152d Mon Sep 17 00:00:00 2001 From: toniseibold Date: Fri, 3 May 2024 11:36:17 +0200 Subject: [PATCH 182/270] documentation --- doc/configtables/run.csv | 1 + doc/release_notes.rst | 7 +++++++ 2 files changed, 8 insertions(+) diff --git a/doc/configtables/run.csv b/doc/configtables/run.csv index 44f061653..d938c04b5 100644 --- a/doc/configtables/run.csv +++ b/doc/configtables/run.csv @@ -7,3 +7,4 @@ scenarios,,, disable_progressbar,bool,"{true, false}","Switch to select whether progressbar should be disabled." shared_resources,bool/str,,"Switch to select whether resources should be shared across runs. If a string is passed, this is used as a subdirectory name for shared resources. If set to 'base', only resources before creating the elec.nc file are shared." shared_cutouts,bool,"{true, false}","Switch to select whether cutouts should be shared across runs." +exclude,str,"Specify files that should be excluded from shared_resources. Only active if shared_resources=base" diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dbbce3653..517aa9265 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,8 +9,15 @@ Release Notes Upcoming Release ================ + * Add floating wind technology for water depths below 60m +* Add config [run][exclude] to specify which files should be excluded from filesharing in case of [run][shared_resources]=base. + +* Add config land_transport_demand_factor to model growth in land transport demand for different time horizons. + +* Allow dictionary for the config aviation_demand_factor. + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * Update data bundle: From 6321a698700f2e34fb471aaef57858846dbb57f6 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:08:38 +0200 Subject: [PATCH 183/270] rearrange config settings under 'run: shared_resources:' --- Snakefile | 8 +++++--- config/config.default.yaml | 6 +++--- config/config.entsoe-all.yaml | 3 ++- config/test/config.electricity.yaml | 3 ++- config/test/config.myopic.yaml | 3 ++- config/test/config.overnight.yaml | 3 ++- config/test/config.perfect.yaml | 3 ++- config/test/config.scenarios.yaml | 3 ++- doc/configtables/run.csv | 5 +++-- doc/release_notes.rst | 4 +++- scripts/_helpers.py | 14 +++++++------- 11 files changed, 33 insertions(+), 22 deletions(-) diff --git a/Snakefile b/Snakefile index ce178619d..9807c673b 100644 --- a/Snakefile +++ b/Snakefile @@ -24,9 +24,11 @@ run = config["run"] scenarios = get_scenarios(run) RDIR = get_rdir(run) -logs = path_provider("logs/", RDIR, run["shared_resources"], run["exclude"]) -benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"], run["exclude"]) -resources = path_provider("resources/", RDIR, run["shared_resources"], run["exclude"]) +shared_resources = run["shared_resources"]["mode"] +exclude_from_shared = run["shared_resources"]["exclude"] +logs = path_provider("logs/", RDIR, shared_resources, exclude_from_shared) +benchmarks = path_provider("benchmarks/", RDIR, shared_resources, exclude_from_shared) +resources = path_provider("resources/", RDIR, shared_resources, exclude_from_shared) CDIR = "" if run["shared_cutouts"] else RDIR RESULTS = "results/" + RDIR diff --git a/config/config.default.yaml b/config/config.default.yaml index c75d39dd9..92160d6ae 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -26,9 +26,9 @@ run: enable: false file: config/scenarios.yaml disable_progressbar: false - shared_resources: false - exclude: - - "" + shared_resources: + policy: false + exclude: [] shared_cutouts: true # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index 85eedb643..4e7edd036 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -5,7 +5,8 @@ run: name: "entsoe-all" disable_progressbar: true - shared_resources: false + shared_resources: + policy: false shared_cutouts: true scenario: diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 979453ccd..249a26097 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -8,7 +8,8 @@ tutorial: true run: name: "test-elec" # use this to keep track of runs with different settings disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true scenario: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index a9335046d..a0d67940d 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -7,7 +7,8 @@ tutorial: true run: name: "test-sector-myopic" disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true foresight: myopic diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index b02c0449c..56206fda1 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -7,7 +7,8 @@ tutorial: true run: name: "test-sector-overnight" disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 7fbfb6306..eaabe6ef1 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -7,7 +7,8 @@ tutorial: true run: name: "test-sector-perfect" disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true foresight: perfect diff --git a/config/test/config.scenarios.yaml b/config/test/config.scenarios.yaml index 8ecbb91bd..06fe9f23c 100644 --- a/config/test/config.scenarios.yaml +++ b/config/test/config.scenarios.yaml @@ -12,7 +12,8 @@ run: enable: true file: "config/test/scenarios.yaml" disable_progressbar: true - shared_resources: base + shared_resources: + policy: base shared_cutouts: true scenario: diff --git a/doc/configtables/run.csv b/doc/configtables/run.csv index d938c04b5..f11a8d960 100644 --- a/doc/configtables/run.csv +++ b/doc/configtables/run.csv @@ -5,6 +5,7 @@ scenarios,,, -- enable,bool,"{true, false}","Switch to select whether workflow should generate scenarios based on ``file``." -- file,str,,"Path to the scenario yaml file. The scenario file contains config overrides for each scenario. In order to be taken account, ``run: scenarios`` has to be set to ``true`` and ``run: name`` has to be a subset of top level keys given in the scenario file. In order to automatically create a `scenario.yaml` file based on a combination of settings, alter and use the ``config/create_scenarios.py`` script in the ``config`` directory." disable_progressbar,bool,"{true, false}","Switch to select whether progressbar should be disabled." -shared_resources,bool/str,,"Switch to select whether resources should be shared across runs. If a string is passed, this is used as a subdirectory name for shared resources. If set to 'base', only resources before creating the elec.nc file are shared." +shared_resources,,, +-- policy,bool/str,,"Boolean switch to select whether resources should be shared across runs. If a string is passed, this is used as a subdirectory name for shared resources. If set to 'base', only resources before creating the elec.nc file are shared." +-- exclude,str,"For the case shared_resources=base, specify additional files that should not be shared across runs." shared_cutouts,bool,"{true, false}","Switch to select whether cutouts should be shared across runs." -exclude,str,"Specify files that should be excluded from shared_resources. Only active if shared_resources=base" diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 517aa9265..9d210a79e 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,9 @@ Upcoming Release * Add floating wind technology for water depths below 60m -* Add config [run][exclude] to specify which files should be excluded from filesharing in case of [run][shared_resources]=base. +* Add config ``run: shared_resources: exclude:`` to specify additional files that should be excluded from shared resources with the setting ``run: shared_resources: base``. + +* Move switch ``run: shared_resources:`` to ``run: shared_resources: policy:``. * Add config land_transport_demand_factor to model growth in land transport demand for different time horizons. diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 1301a2969..5008b32a5 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -67,7 +67,7 @@ def get_rdir(run): return RDIR -def get_run_path(fn, dir, rdir, shared_resources, exclude): +def get_run_path(fn, dir, rdir, shared_resources, exclude_from_shared): """ Dynamically provide paths based on shared resources and filename. @@ -87,7 +87,7 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): - If string is "base", special handling for shared "base" resources (see notes). - If random string other than "base", this folder is used instead of the `rdir` keyword. - If boolean, directly specifies if the resource is shared. - exclude: list + exclude_from_shared: list List of filenames to exclude from shared resources. Only relevant if shared_resources is "base". Returns @@ -106,12 +106,12 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): existing_wildcards = set(re.findall(pattern, fn)) irrelevant_wildcards = {"technology", "year", "scope", "kind"} no_relevant_wildcards = not existing_wildcards - irrelevant_wildcards - no_elec_rule = ( + not_shared_rule = ( not fn.startswith("networks/elec") and not fn.startswith("add_electricity") - and not any(fn.startswith(ex) for ex in exclude) + and not any(fn.startswith(ex) for ex in exclude_from_shared) ) - is_shared = no_relevant_wildcards and no_elec_rule + is_shared = no_relevant_wildcards and not_shared_rule rdir = "" if is_shared else rdir elif isinstance(shared_resources, str): rdir = shared_resources + "/" @@ -125,7 +125,7 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): return f"{dir}{rdir}{fn}" -def path_provider(dir, rdir, shared_resources, exclude): +def path_provider(dir, rdir, shared_resources, exclude_from_shared): """ Returns a partial function that dynamically provides paths based on shared resources and the filename. @@ -141,7 +141,7 @@ def path_provider(dir, rdir, shared_resources, exclude): dir=dir, rdir=rdir, shared_resources=shared_resources, - exclude=exclude, + exclude_from_shared=exclude_from_shared, ) From 1dbb7e911d1f1f6bfeccaea5228f2918ac368eeb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:11:39 +0200 Subject: [PATCH 184/270] extend release notes [no ci] --- doc/release_notes.rst | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 9d210a79e..696a81791 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,14 @@ Upcoming Release * Add floating wind technology for water depths below 60m -* Add config ``run: shared_resources: exclude:`` to specify additional files that should be excluded from shared resources with the setting ``run: shared_resources: base``. +* Add config ``run: shared_resources: exclude:`` to specify additional files + that should be excluded from shared resources with the setting ``run: + shared_resources: base``. The function ``_helpers/get_run_path()`` now takes + an additional keyword argument ``exclude_from_shared`` with a list of files + that should not be shared. This keyword argument accepts a list of strings + where the string only needs to match the start of a filename (e.g. + ``"transport_data"`` would exclude both ``transport_data.csv`` and + ``transport_data_{simpl}_{clusters}.csv`` from being shared across scenarios. * Move switch ``run: shared_resources:`` to ``run: shared_resources: policy:``. From 5364e7dfcc37ea5e100ce2f471f74e12198b30f9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 12:25:05 +0000 Subject: [PATCH 185/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_existing_baseyear.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 136448971..8eac44f64 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -285,7 +285,9 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas i for i in inv_ind if (i + name_suffix_by) in n.generators.index ] - p_max_pu = n.generators_t.p_max_pu[[i + name_suffix_by for i in inv_ind]] + p_max_pu = n.generators_t.p_max_pu[ + [i + name_suffix_by for i in inv_ind] + ] p_max_pu.columns = [i + name_suffix for i in inv_ind] n.madd( From 8706f0411ec17cf16f968bec889a4c15621531bf Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:37:07 +0200 Subject: [PATCH 186/270] revert use of co2limit_enable for sector-coupled networks --- config/config.default.yaml | 4 ++-- config/test/config.electricity.yaml | 2 +- config/test/config.myopic.yaml | 2 +- config/test/config.overnight.yaml | 2 +- config/test/config.perfect.yaml | 2 +- doc/configtables/electricity.csv | 2 +- 6 files changed, 7 insertions(+), 7 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 5664f6e91..77732f52b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -89,8 +89,8 @@ electricity: voltages: [220., 300., 380., 500., 750.] gaslimit_enable: false gaslimit: false - co2limit_enable: true - co2limit: 0. + co2limit_enable: false + co2limit: 7.75e+7 co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 6fdb018fd..c53030275 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -24,7 +24,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index a44757ae4..155375207 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -34,7 +34,7 @@ sector: central_heat_vent: true electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 4ab033716..12e27b4db 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -28,7 +28,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 4eacd945d..e32ae3c87 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -31,7 +31,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index fd160a45a..ac2eadeab 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -2,7 +2,7 @@ voltages,kV,"Any subset of {220., 300., 380.}",Voltage levels to consider gaslimit_enable,bool,true or false,Add an overall absolute gas limit configured in ``electricity: gaslimit``. gaslimit,MWhth,float or false,Global gas usage limit -co2limit_enable,bool,true or false,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. +co2limit_enable,bool,true or false,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit`` in :mod:`prepare_network`. **Warning:** This option should currently only be used with electricity-only networks, not for sector-coupled networks.. co2limit,:math:`t_{CO_2-eq}/a`,float,Cap on total annual system carbon dioxide emissions co2base,:math:`t_{CO_2-eq}/a`,float,Reference value of total annual system carbon dioxide emissions if relative emission reduction target is specified in ``{opts}`` wildcard. agg_p_nom_limits,file,path,Reference to ``.csv`` file specifying per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. Defaults to ``data/agg_p_nom_minmax.csv``. From 16b189501168ab3eb8ffcca83af49ff94d88f412 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:40:43 +0200 Subject: [PATCH 187/270] revert further unintended changes --- config/config.entsoe-all.yaml | 2 +- config/test/config.electricity.yaml | 2 +- config/test/config.myopic.yaml | 2 -- config/test/config.overnight.yaml | 2 -- config/test/config.perfect.yaml | 2 -- doc/supply_demand.rst | 4 ++-- 6 files changed, 4 insertions(+), 10 deletions(-) diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index b26ea128c..85eedb643 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -29,7 +29,7 @@ countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'F electricity: custom_powerplants: true - co2limit: 0 + co2limit: 9.59e+7 co2base: 1.918e+9 lines: diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index c53030275..6fdb018fd 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -24,7 +24,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: false + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 155375207..0c3f360e5 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -34,8 +34,6 @@ sector: central_heat_vent: true electricity: - co2limit_enable: false - co2limit: 100.e+6 extendable_carriers: Generator: [OCGT] diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 12e27b4db..09342ae97 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -28,8 +28,6 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: false - co2limit: 100.e+6 extendable_carriers: Generator: [OCGT] diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index e32ae3c87..c4dc963f4 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -31,8 +31,6 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: false - co2limit: 100.e+6 extendable_carriers: Generator: [OCGT] diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index bbb0217e3..ab58368f7 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -211,7 +211,7 @@ Today, most of the :math:`H_2` consumed globally is produced from natural gas by .. math:: - CH_4 + H_2O \xrightarrow{} CO + 3h_2 + CH_4 + H_2O \xrightarrow{} CO + 3H_2 combined with a water-gas shift reaction @@ -453,7 +453,7 @@ The basic chemicals consumption data from the `JRC IDEES `__ for every country. Ammonia can be made from hydrogen and nitrogen using the Haber-Bosch process. .. math:: - N_2 + 3h_2 \xrightarrow{} 2NH_3 + N_2 + 3H_2 \xrightarrow{} 2NH_3 From 3aaea4699b349842d759e2a520d64dfc7c6af16e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:50:38 +0200 Subject: [PATCH 188/270] fix missed renaming of mode to policy --- Snakefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Snakefile b/Snakefile index 9807c673b..412d520d7 100644 --- a/Snakefile +++ b/Snakefile @@ -24,7 +24,7 @@ run = config["run"] scenarios = get_scenarios(run) RDIR = get_rdir(run) -shared_resources = run["shared_resources"]["mode"] +shared_resources = run["shared_resources"]["policy"] exclude_from_shared = run["shared_resources"]["exclude"] logs = path_provider("logs/", RDIR, shared_resources, exclude_from_shared) benchmarks = path_provider("benchmarks/", RDIR, shared_resources, exclude_from_shared) From 27a6f619cd25bb4c206e7a729bc5cc6a2b0b2fab Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 15:24:33 +0200 Subject: [PATCH 189/270] reduce min_part_load_fischer_tropsch to 50% --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 77732f52b..42fe5e2a1 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -551,7 +551,7 @@ sector: - nearshore # within 50 km of sea # - offshore ammonia: false - min_part_load_fischer_tropsch: 0.7 + min_part_load_fischer_tropsch: 0.5 min_part_load_methanolisation: 0.3 min_part_load_methanation: 0.3 use_fischer_tropsch_waste_heat: true From ac0d52e1c3542fd6d4fa0ebd639905bac0578a12 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 1 Mar 2024 18:08:28 +0100 Subject: [PATCH 190/270] Allow some plastics sequestered in landfill or built environment I.e. assume some fraction of plastics don't end up being burned or decaying into air. --- config/config.default.yaml | 1 + scripts/prepare_sector_network.py | 13 +++++++++---- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 42fe5e2a1..d4a8d21d8 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -667,6 +667,7 @@ industry: 2040: 0.12 2045: 0.16 2050: 0.20 + HVC_environment_sequestration_fraction: 0. sector_ratios_fraction_future: 2020: 0.0 2025: 0.1 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 432d9a82b..c308f7869 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2865,7 +2865,7 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - p_set_plastics = ( + p_set_naphtha = ( demand_factor * industrial_demand.loc[nodes, "naphtha"].rename( lambda x: x + " naphtha for industry" @@ -2874,7 +2874,7 @@ def add_industry(n, costs): ) if not options["regional_oil_demand"]: - p_set_plastics = p_set_plastics.sum() + p_set_naphtha = p_set_naphtha.sum() n.madd( "Bus", @@ -2889,7 +2889,7 @@ def add_industry(n, costs): spatial.oil.naphtha, bus=spatial.oil.naphtha, carrier="naphtha for industry", - p_set=p_set_plastics, + p_set=p_set_naphtha, ) # some CO2 from naphtha are process emissions from steam cracker @@ -2900,6 +2900,11 @@ def add_industry(n, costs): ) emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha + non_sequestered = 1 - get( + snakemake.config["industry"]["HVC_environment_sequestration_fraction"], investment_year + ) + + n.madd( "Link", spatial.oil.naphtha, @@ -2909,7 +2914,7 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=emitted_co2_per_naphtha, + efficiency2=emitted_co2_per_naphtha*non_sequestered, efficiency3=process_co2_per_naphtha, ) From f7dc8a7f22e3ec7f7a934acc093590504ac00591 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 1 Mar 2024 17:10:49 +0000 Subject: [PATCH 191/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c308f7869..f88ab94a8 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2901,10 +2901,10 @@ def add_industry(n, costs): emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha non_sequestered = 1 - get( - snakemake.config["industry"]["HVC_environment_sequestration_fraction"], investment_year + snakemake.config["industry"]["HVC_environment_sequestration_fraction"], + investment_year, ) - n.madd( "Link", spatial.oil.naphtha, @@ -2914,7 +2914,7 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=emitted_co2_per_naphtha*non_sequestered, + efficiency2=emitted_co2_per_naphtha * non_sequestered, efficiency3=process_co2_per_naphtha, ) From 2055fe68efaaa73b560bd2059db36c48ede40179 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 1 Mar 2024 18:39:15 +0100 Subject: [PATCH 192/270] add extra bus for HVC, which can either go to air or waste CHP Here we explicitly add the option to generate energy and/or capture the CO2 from HVC (i.e. plastics). NB: Since waste CHP is expensive, it's not built. --- config/config.default.yaml | 4 ++ scripts/prepare_sector_network.py | 96 +++++++++++++++++++++++++++---- 2 files changed, 88 insertions(+), 12 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d4a8d21d8..05ffb75c9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -668,6 +668,7 @@ industry: 2045: 0.16 2050: 0.20 HVC_environment_sequestration_fraction: 0. + waste_to_energy: false sector_ratios_fraction_future: 2020: 0.0 2025: 0.1 @@ -1152,3 +1153,6 @@ plotting: DC-DC: "#8a1caf" DC link: "#8a1caf" load: "#dd2e23" + waste CHP: '#e3d37d' + waste CHP CC: '#e3d3ff' + HVC to air: 'k' diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f88ab94a8..54057b717 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2905,18 +2905,90 @@ def add_industry(n, costs): investment_year, ) - n.madd( - "Link", - spatial.oil.naphtha, - bus0=spatial.oil.nodes, - bus1=spatial.oil.naphtha, - bus2="co2 atmosphere", - bus3=spatial.co2.process_emissions, - carrier="naphtha for industry", - p_nom_extendable=True, - efficiency2=emitted_co2_per_naphtha * non_sequestered, - efficiency3=process_co2_per_naphtha, - ) + if snakemake.config["industry"]["waste_to_energy"] and options["regional_oil_demand"]: + + n.madd( + "Bus", + spatial.oil.demand_locations + " non-sequestered HVC", + location=spatial.oil.demand_locations, + carrier="non-sequestered HVC", + unit="MWh_LHV", + ) + + n.madd( + "Link", + spatial.oil.naphtha, + bus0=spatial.oil.nodes, + bus1=spatial.oil.naphtha, + bus2=spatial.oil.demand_locations + " non-sequestered HVC", + bus3=spatial.co2.process_emissions, + carrier="naphtha for industry", + p_nom_extendable=True, + efficiency2=non_sequestered*emitted_co2_per_naphtha/costs.at["oil", "CO2 intensity"], + efficiency3=process_co2_per_naphtha, + ) + + n.madd( + "Link", + spatial.oil.demand_locations + " HVC to air", + bus0=spatial.oil.demand_locations + " non-sequestered HVC", + bus1="co2 atmosphere", + carrier="HVC to air", + p_nom_extendable=True, + efficiency=costs.at["oil", "CO2 intensity"], + ) + + #TODO add heat + n.madd( + "Link", + spatial.oil.demand_locations + " waste CHP", + bus0=spatial.oil.demand_locations + " non-sequestered HVC", + bus1=spatial.oil.demand_locations, + bus2="co2 atmosphere", + carrier="waste CHP", + p_nom_extendable=True, + # p_nom=biomass_potential['municipal solid waste'] / 8760, + capital_cost=costs.at['waste CHP', 'fixed'] * costs.at['waste CHP', 'efficiency'], + marginal_cost=costs.at['waste CHP', 'VOM'], + efficiency=costs.at['waste CHP', 'efficiency'], + #efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at['oil', 'CO2 intensity'], + lifetime=costs.at['waste CHP', 'lifetime']) + + #TODO add heat + n.madd( + "Link", + spatial.oil.demand_locations + " waste CHP CC", + bus0=spatial.oil.demand_locations + " non-sequestered HVC", + bus1=spatial.oil.demand_locations, + bus2="co2 atmosphere", + bus3=spatial.co2.nodes, + carrier="waste CHP CC", + p_nom_extendable=True, + # p_nom=biomass_potential['municipal solid waste'] / 8760, + capital_cost=costs.at['waste CHP CC', 'fixed'] * costs.at['waste CHP CC', 'efficiency'], + marginal_cost=costs.at['waste CHP CC', 'VOM'], + efficiency=costs.at['waste CHP CC', 'efficiency'], + #efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at['oil', 'CO2 intensity']*(1 - options["cc_fraction"]), + efficiency3=costs.at['oil', 'CO2 intensity']*options["cc_fraction"], + lifetime=costs.at['waste CHP CC', 'lifetime']) + + + else: + + n.madd( + "Link", + spatial.oil.naphtha, + bus0=spatial.oil.nodes, + bus1=spatial.oil.naphtha, + bus2="co2 atmosphere", + bus3=spatial.co2.process_emissions, + carrier="naphtha for industry", + p_nom_extendable=True, + efficiency2=emitted_co2_per_naphtha*non_sequestered, + efficiency3=process_co2_per_naphtha, + ) # aviation demand_factor = options.get("aviation_demand_factor", 1) From 1d709913edd92fdb2569e9a5e1c0f69c9e29ac4a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 1 Mar 2024 17:42:20 +0000 Subject: [PATCH 193/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 50 ++++++++++++++++++------------- 1 file changed, 29 insertions(+), 21 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 54057b717..a0a988a9e 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2905,7 +2905,10 @@ def add_industry(n, costs): investment_year, ) - if snakemake.config["industry"]["waste_to_energy"] and options["regional_oil_demand"]: + if ( + snakemake.config["industry"]["waste_to_energy"] + and options["regional_oil_demand"] + ): n.madd( "Bus", @@ -2913,7 +2916,7 @@ def add_industry(n, costs): location=spatial.oil.demand_locations, carrier="non-sequestered HVC", unit="MWh_LHV", - ) + ) n.madd( "Link", @@ -2924,7 +2927,9 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=non_sequestered*emitted_co2_per_naphtha/costs.at["oil", "CO2 intensity"], + efficiency2=non_sequestered + * emitted_co2_per_naphtha + / costs.at["oil", "CO2 intensity"], efficiency3=process_co2_per_naphtha, ) @@ -2938,7 +2943,7 @@ def add_industry(n, costs): efficiency=costs.at["oil", "CO2 intensity"], ) - #TODO add heat + # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP", @@ -2948,14 +2953,16 @@ def add_industry(n, costs): carrier="waste CHP", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at['waste CHP', 'fixed'] * costs.at['waste CHP', 'efficiency'], - marginal_cost=costs.at['waste CHP', 'VOM'], - efficiency=costs.at['waste CHP', 'efficiency'], - #efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at['oil', 'CO2 intensity'], - lifetime=costs.at['waste CHP', 'lifetime']) - - #TODO add heat + capital_cost=costs.at["waste CHP", "fixed"] + * costs.at["waste CHP", "efficiency"], + marginal_cost=costs.at["waste CHP", "VOM"], + efficiency=costs.at["waste CHP", "efficiency"], + # efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["oil", "CO2 intensity"], + lifetime=costs.at["waste CHP", "lifetime"], + ) + + # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP CC", @@ -2966,14 +2973,15 @@ def add_industry(n, costs): carrier="waste CHP CC", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at['waste CHP CC', 'fixed'] * costs.at['waste CHP CC', 'efficiency'], - marginal_cost=costs.at['waste CHP CC', 'VOM'], - efficiency=costs.at['waste CHP CC', 'efficiency'], - #efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at['oil', 'CO2 intensity']*(1 - options["cc_fraction"]), - efficiency3=costs.at['oil', 'CO2 intensity']*options["cc_fraction"], - lifetime=costs.at['waste CHP CC', 'lifetime']) - + capital_cost=costs.at["waste CHP CC", "fixed"] + * costs.at["waste CHP CC", "efficiency"], + marginal_cost=costs.at["waste CHP CC", "VOM"], + efficiency=costs.at["waste CHP CC", "efficiency"], + # efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency3=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], + lifetime=costs.at["waste CHP CC", "lifetime"], + ) else: @@ -2986,7 +2994,7 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=emitted_co2_per_naphtha*non_sequestered, + efficiency2=emitted_co2_per_naphtha * non_sequestered, efficiency3=process_co2_per_naphtha, ) From afa5cc5014e04f22f7573f8141f839a772ad3d18 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Wed, 6 Mar 2024 11:29:37 +0100 Subject: [PATCH 194/270] add heating output, correct bus ordering --- scripts/prepare_sector_network.py | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a0a988a9e..d2de7c71a 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2907,7 +2907,7 @@ def add_industry(n, costs): if ( snakemake.config["industry"]["waste_to_energy"] - and options["regional_oil_demand"] + and options["regional_oil_demand"] # Should warn if regional_oil_demand is not true!!? ): n.madd( @@ -2943,13 +2943,13 @@ def add_industry(n, costs): efficiency=costs.at["oil", "CO2 intensity"], ) - # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP", bus0=spatial.oil.demand_locations + " non-sequestered HVC", bus1=spatial.oil.demand_locations, - bus2="co2 atmosphere", + bus2=spatial.oil.demand_locations + "urban central heat", + bus3="co2 atmosphere", carrier="waste CHP", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, @@ -2957,19 +2957,19 @@ def add_industry(n, costs): * costs.at["waste CHP", "efficiency"], marginal_cost=costs.at["waste CHP", "VOM"], efficiency=costs.at["waste CHP", "efficiency"], - # efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at["oil", "CO2 intensity"], + efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"], lifetime=costs.at["waste CHP", "lifetime"], ) - # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP CC", bus0=spatial.oil.demand_locations + " non-sequestered HVC", bus1=spatial.oil.demand_locations, - bus2="co2 atmosphere", - bus3=spatial.co2.nodes, + bus2=spatial.oil.demand_locations + "urban central heat", + bus3="co2 atmosphere", + bus4=spatial.co2.nodes, carrier="waste CHP CC", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, @@ -2977,9 +2977,9 @@ def add_industry(n, costs): * costs.at["waste CHP CC", "efficiency"], marginal_cost=costs.at["waste CHP CC", "VOM"], efficiency=costs.at["waste CHP CC", "efficiency"], - # efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), - efficiency3=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], + efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], lifetime=costs.at["waste CHP CC", "lifetime"], ) From a9d0f295fb5aebe44e86522f2c0c20a133796049 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 13:41:39 +0000 Subject: [PATCH 195/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/make_summary.py | 49 ++++++++++++++++++------------- scripts/prepare_sector_network.py | 8 +++-- 2 files changed, 34 insertions(+), 23 deletions(-) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index dc1aaac13..5746697be 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -415,8 +415,8 @@ def calculate_supply_energy(n, label, supply_energy): def calculate_nodal_supply_energy(n, label, nodal_supply_energy): """ - Calculate the total energy supply/consumption of each component at the buses - aggregated by carrier and node. + Calculate the total energy supply/consumption of each component at the + buses aggregated by carrier and node. """ bus_carriers = n.buses.carrier.unique() @@ -432,22 +432,27 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - c.pnl.p[items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - .multiply(c.df.loc[items, "sign"]) - ), - c.df.loc[items][["bus", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + c.pnl.p[items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + .multiply(c.df.loc[items, "sign"]) + ), + c.df.loc[items][["bus", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus", "carrier"]) .sum()[0] ) s = pd.concat([s], keys=[c.list_name]) s = pd.concat([s], keys=[i]) - nodal_supply_energy = nodal_supply_energy.reindex(s.index.union(nodal_supply_energy.index)) + nodal_supply_energy = nodal_supply_energy.reindex( + s.index.union(nodal_supply_energy.index) + ) nodal_supply_energy.loc[s.index, label] = s for c in n.iterate_components(n.branch_components): @@ -458,14 +463,18 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - (-1) * c.pnl["p" + end][items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - ), - c.df.loc[items][["bus0", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + (-1) + * c.pnl["p" + end][items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + ), + c.df.loc[items][["bus0", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus0", "carrier"]) .sum()[0] ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d2de7c71a..c210c6daa 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2907,7 +2907,9 @@ def add_industry(n, costs): if ( snakemake.config["industry"]["waste_to_energy"] - and options["regional_oil_demand"] # Should warn if regional_oil_demand is not true!!? + and options[ + "regional_oil_demand" + ] # Should warn if regional_oil_demand is not true!!? ): n.madd( @@ -2957,7 +2959,7 @@ def add_industry(n, costs): * costs.at["waste CHP", "efficiency"], marginal_cost=costs.at["waste CHP", "VOM"], efficiency=costs.at["waste CHP", "efficiency"], - efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["waste CHP", "efficiency-heat"], efficiency3=costs.at["oil", "CO2 intensity"], lifetime=costs.at["waste CHP", "lifetime"], ) @@ -2977,7 +2979,7 @@ def add_industry(n, costs): * costs.at["waste CHP CC", "efficiency"], marginal_cost=costs.at["waste CHP CC", "VOM"], efficiency=costs.at["waste CHP CC", "efficiency"], - efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], + efficiency2=costs.at["waste CHP CC", "efficiency-heat"], efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], lifetime=costs.at["waste CHP CC", "lifetime"], From 649e277c7d8fd90e89e81be0957598de0909ca64 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:13:16 +0200 Subject: [PATCH 196/270] make waste-to-energy work without regional_oil_demand --- config/config.default.yaml | 1 + scripts/prepare_sector_network.py | 100 +++++++++++++++--------------- 2 files changed, 51 insertions(+), 50 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 05ffb75c9..8b7ee4745 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -669,6 +669,7 @@ industry: 2050: 0.20 HVC_environment_sequestration_fraction: 0. waste_to_energy: false + waste_to_energy_cc: false sector_ratios_fraction_future: 2020: 0.0 2025: 0.1 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d2de7c71a..86c790260 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -906,8 +906,6 @@ def add_ammonia(n, costs): nodes = pop_layout.index - cf_industry = snakemake.params.industry - n.add("Carrier", "NH3") n.madd( @@ -2901,18 +2899,17 @@ def add_industry(n, costs): emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha non_sequestered = 1 - get( - snakemake.config["industry"]["HVC_environment_sequestration_fraction"], + cf_industry["HVC_environment_sequestration_fraction"], investment_year, ) - if ( - snakemake.config["industry"]["waste_to_energy"] - and options["regional_oil_demand"] # Should warn if regional_oil_demand is not true!!? - ): + if cf_industry["waste_to_energy"] or cf_industry["waste_to_energy_cc"]: + + non_sequestered_hvc_locations = pd.Index(spatial.oil.demand_locations) + " non-sequestered HVC" n.madd( "Bus", - spatial.oil.demand_locations + " non-sequestered HVC", + non_sequestered_hvc_locations, location=spatial.oil.demand_locations, carrier="non-sequestered HVC", unit="MWh_LHV", @@ -2923,7 +2920,7 @@ def add_industry(n, costs): spatial.oil.naphtha, bus0=spatial.oil.nodes, bus1=spatial.oil.naphtha, - bus2=spatial.oil.demand_locations + " non-sequestered HVC", + bus2=non_sequestered_hvc_locations, bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, @@ -2935,53 +2932,56 @@ def add_industry(n, costs): n.madd( "Link", - spatial.oil.demand_locations + " HVC to air", - bus0=spatial.oil.demand_locations + " non-sequestered HVC", + spatial.oil.demand_locations, + suffix=" HVC to air", + bus0=non_sequestered_hvc_locations, bus1="co2 atmosphere", carrier="HVC to air", p_nom_extendable=True, efficiency=costs.at["oil", "CO2 intensity"], ) - n.madd( - "Link", - spatial.oil.demand_locations + " waste CHP", - bus0=spatial.oil.demand_locations + " non-sequestered HVC", - bus1=spatial.oil.demand_locations, - bus2=spatial.oil.demand_locations + "urban central heat", - bus3="co2 atmosphere", - carrier="waste CHP", - p_nom_extendable=True, - # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at["waste CHP", "fixed"] - * costs.at["waste CHP", "efficiency"], - marginal_cost=costs.at["waste CHP", "VOM"], - efficiency=costs.at["waste CHP", "efficiency"], - efficiency2=costs.at['waste CHP', 'efficiency-heat'], - efficiency3=costs.at["oil", "CO2 intensity"], - lifetime=costs.at["waste CHP", "lifetime"], - ) + if cf_industry["waste_to_energy"]: - n.madd( - "Link", - spatial.oil.demand_locations + " waste CHP CC", - bus0=spatial.oil.demand_locations + " non-sequestered HVC", - bus1=spatial.oil.demand_locations, - bus2=spatial.oil.demand_locations + "urban central heat", - bus3="co2 atmosphere", - bus4=spatial.co2.nodes, - carrier="waste CHP CC", - p_nom_extendable=True, - # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at["waste CHP CC", "fixed"] - * costs.at["waste CHP CC", "efficiency"], - marginal_cost=costs.at["waste CHP CC", "VOM"], - efficiency=costs.at["waste CHP CC", "efficiency"], - efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], - efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), - efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], - lifetime=costs.at["waste CHP CC", "lifetime"], - ) + n.madd( + "Link", + spatial.nodes + " waste CHP", + bus0=non_sequestered_hvc_locations, + bus1=spatial.nodes, + bus2=spatial.nodes + " urban central heat", + bus3="co2 atmosphere", + carrier="waste CHP", + p_nom_extendable=True, + capital_cost=costs.at["waste CHP", "fixed"] + * costs.at["waste CHP", "efficiency"], + marginal_cost=costs.at["waste CHP", "VOM"], + efficiency=costs.at["waste CHP", "efficiency"], + efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"], + lifetime=costs.at["waste CHP", "lifetime"], + ) + + if cf_industry["waste_to_energy_cc"]: + + n.madd( + "Link", + spatial.nodes + " waste CHP CC", + bus0=non_sequestered_hvc_locations, + bus1=spatial.nodes, + bus2=spatial.nodes + " urban central heat", + bus3="co2 atmosphere", + bus4=spatial.co2.nodes, + carrier="waste CHP CC", + p_nom_extendable=True, + capital_cost=costs.at["waste CHP CC", "fixed"] + * costs.at["waste CHP CC", "efficiency"], + marginal_cost=costs.at["waste CHP CC", "VOM"], + efficiency=costs.at["waste CHP CC", "efficiency"], + efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], + lifetime=costs.at["waste CHP CC", "lifetime"], + ) else: @@ -3207,7 +3207,6 @@ def add_waste_heat(n): # TODO options? logger.info("Add possibility to use industrial waste heat in district heating") - cf_industry = snakemake.params.industry # AC buses with district heating urban_central = n.buses.index[n.buses.carrier == "urban central heat"] @@ -3672,6 +3671,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): update_config_from_wildcards(snakemake.config, snakemake.wildcards) options = snakemake.params.sector + cf_industry = snakemake.params.industry investment_year = int(snakemake.wildcards.planning_horizons[-4:]) From b529ab1d3c97ee5e30c753baa37ef83987c68e68 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 15:14:33 +0000 Subject: [PATCH 197/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 86c790260..89d5cd7d9 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2905,7 +2905,9 @@ def add_industry(n, costs): if cf_industry["waste_to_energy"] or cf_industry["waste_to_energy_cc"]: - non_sequestered_hvc_locations = pd.Index(spatial.oil.demand_locations) + " non-sequestered HVC" + non_sequestered_hvc_locations = ( + pd.Index(spatial.oil.demand_locations) + " non-sequestered HVC" + ) n.madd( "Bus", @@ -2956,7 +2958,7 @@ def add_industry(n, costs): * costs.at["waste CHP", "efficiency"], marginal_cost=costs.at["waste CHP", "VOM"], efficiency=costs.at["waste CHP", "efficiency"], - efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["waste CHP", "efficiency-heat"], efficiency3=costs.at["oil", "CO2 intensity"], lifetime=costs.at["waste CHP", "lifetime"], ) @@ -2977,8 +2979,9 @@ def add_industry(n, costs): * costs.at["waste CHP CC", "efficiency"], marginal_cost=costs.at["waste CHP CC", "VOM"], efficiency=costs.at["waste CHP CC", "efficiency"], - efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], - efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency2=costs.at["waste CHP CC", "efficiency-heat"], + efficiency3=costs.at["oil", "CO2 intensity"] + * (1 - options["cc_fraction"]), efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], lifetime=costs.at["waste CHP CC", "lifetime"], ) From 49ca5a456437aabf5a6d62b28b21bf500a876223 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:23:15 +0200 Subject: [PATCH 198/270] add release notes [no ci] --- doc/configtables/industry.csv | 3 +++ doc/release_notes.rst | 10 ++++++++++ 2 files changed, 13 insertions(+) diff --git a/doc/configtables/industry.csv b/doc/configtables/industry.csv index d1b560edb..cee06c974 100644 --- a/doc/configtables/industry.csv +++ b/doc/configtables/industry.csv @@ -16,6 +16,9 @@ petrochemical_process _emissions,MtCO2/a,float,The emission of petrochemical pro HVC_primary_fraction,--,float,The fraction of high value chemicals (HVC) produced via primary route HVC_mechanical_recycling _fraction,--,float,The fraction of high value chemicals (HVC) produced using mechanical recycling HVC_chemical_recycling _fraction,--,float,The fraction of high value chemicals (HVC) produced using chemical recycling +HVC_environment_sequestration_fraction,--,float,The fraction of high value chemicals (HVC) put into landfill resulting in additional carbon sequestration. The default value is 0. +waste_to_energy,--,bool,Switch to enable expansion of waste to energy CHPs for conversion of plastics. Default is false. +waste_to_energy_cc,--,bool,Switch to enable expansion of waste to energy CHPs for conversion of plastics with carbon capture. Default is false. ,,, sector_ratios_fraction_future,--,Dictionary with planning horizons as keys.,The fraction of total progress in fuel and process switching achieved in the industry sector. basic_chemicals_without_NH3_production_today,Mt/a,float,"The amount of basic chemicals produced without ammonia (= 86 Mtethylene-equiv - 17 MtNH3)." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 2f21127b2..c08d0bfe6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,16 @@ Release Notes Upcoming Release ================ +* Added option ``industry: HVC_environment_sequestration_fraction:`` to specify + the fraction of carbon contained plastics that is permanently sequestered in + landfill. The default assumption is that all carbon contained in plastics is + eventually released to the atmosphere. + +* Added option for building waste-to-energy plants with and without carbon + capture to consume non-recycled and non-sequestered plastics. The config + settings are ``industry: waste_to_energy:`` and ``industry: + waste_to_energy_cc``. This does not include municipal solid waste. + * Bump minimum ``powerplantmatching`` version to v0.5.15. * Add floating wind technology for water depths below 60m From da9beaa98f831095d3addbb1972fbafb423f8cef Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Mon, 13 May 2024 17:33:07 +0200 Subject: [PATCH 199/270] rename Greece iso-code --- scripts/build_energy_totals.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index b56d3294a..e32a21937 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -142,6 +142,7 @@ def build_eurostat(input_eurostat, countries, nprocesses=1, disable_progressbar= "Domestic navigation": "Domestic Navigation", "International maritime bunkers": "Bunkers", "UK": "GB", + "EL": "GR", } columns_rename = {"Total": "Total all products"} df.rename(index=index_rename, columns=columns_rename, inplace=True) From c311f7bdf83b3b8d80c5ba103753da66daf967b0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 15:33:32 +0000 Subject: [PATCH 200/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/make_summary.py | 49 ++++++++++++++++++++++++----------------- 1 file changed, 29 insertions(+), 20 deletions(-) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index dc1aaac13..5746697be 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -415,8 +415,8 @@ def calculate_supply_energy(n, label, supply_energy): def calculate_nodal_supply_energy(n, label, nodal_supply_energy): """ - Calculate the total energy supply/consumption of each component at the buses - aggregated by carrier and node. + Calculate the total energy supply/consumption of each component at the + buses aggregated by carrier and node. """ bus_carriers = n.buses.carrier.unique() @@ -432,22 +432,27 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - c.pnl.p[items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - .multiply(c.df.loc[items, "sign"]) - ), - c.df.loc[items][["bus", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + c.pnl.p[items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + .multiply(c.df.loc[items, "sign"]) + ), + c.df.loc[items][["bus", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus", "carrier"]) .sum()[0] ) s = pd.concat([s], keys=[c.list_name]) s = pd.concat([s], keys=[i]) - nodal_supply_energy = nodal_supply_energy.reindex(s.index.union(nodal_supply_energy.index)) + nodal_supply_energy = nodal_supply_energy.reindex( + s.index.union(nodal_supply_energy.index) + ) nodal_supply_energy.loc[s.index, label] = s for c in n.iterate_components(n.branch_components): @@ -458,14 +463,18 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - (-1) * c.pnl["p" + end][items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - ), - c.df.loc[items][["bus0", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + (-1) + * c.pnl["p" + end][items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + ), + c.df.loc[items][["bus0", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus0", "carrier"]) .sum()[0] ) From a9333458b316690d5c28da2e98e5972687e06dc0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:40:10 +0200 Subject: [PATCH 201/270] handle potentially diverging spatial resolutions of HVC --- config/test/config.overnight.yaml | 5 +++++ scripts/prepare_sector_network.py | 9 +++++++-- 2 files changed, 12 insertions(+), 2 deletions(-) diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 09342ae97..813211be4 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -70,6 +70,11 @@ sector: gas_network: true H2_retrofit: true +industry: + HVC_environment_sequestration_fraction: 0.5 + waste_to_energy: true + waste_to_energy_cc: true + solving: solver: name: glpk diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 89d5cd7d9..d35af1c90 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2943,12 +2943,17 @@ def add_industry(n, costs): efficiency=costs.at["oil", "CO2 intensity"], ) + if len(non_sequestered_hvc_locations) == 1: + waste_source = non_sequestered_hvc_locations[0] + else: + waste_source = non_sequestered_hvc_locations + if cf_industry["waste_to_energy"]: n.madd( "Link", spatial.nodes + " waste CHP", - bus0=non_sequestered_hvc_locations, + bus0=waste_source, bus1=spatial.nodes, bus2=spatial.nodes + " urban central heat", bus3="co2 atmosphere", @@ -2968,7 +2973,7 @@ def add_industry(n, costs): n.madd( "Link", spatial.nodes + " waste CHP CC", - bus0=non_sequestered_hvc_locations, + bus0=waste_source, bus1=spatial.nodes, bus2=spatial.nodes + " urban central heat", bus3="co2 atmosphere", From 788e07a0d16729bfcf0b01353092cd0d7d86e9aa Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:56:28 +0200 Subject: [PATCH 202/270] bugfix to avoid duplicated offshore regions (closes #396) --- doc/release_notes.rst | 2 ++ scripts/base_network.py | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index ef019ad69..012f11558 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Bugfix to avoid duplicated offshore regions. + * Added option ``industry: HVC_environment_sequestration_fraction:`` to specify the fraction of carbon contained plastics that is permanently sequestered in landfill. The default assumption is that all carbon contained in plastics is diff --git a/scripts/base_network.py b/scripts/base_network.py index 432813cf8..870fcf19e 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -569,7 +569,7 @@ def prefer_voltage(x, which): buses["substation_lv"] = ( lv_b & onshore_b & (~buses["under_construction"]) & has_connections_b ) - buses["substation_off"] = (offshore_b | (hv_b & onshore_b)) & ( + buses["substation_off"] = ((hv_b & offshore_b) | (hv_b & onshore_b)) & ( ~buses["under_construction"] ) From e42ccc2345119dce6ca2c7721c14581fad842949 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:57:45 +0200 Subject: [PATCH 203/270] keep lines under_construction to avoid num_parallel=0 (closes #444) --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 90a086ab8..255a5c1b1 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -278,7 +278,7 @@ lines: max_extension: 20000 #MW length_factor: 1.25 reconnect_crimea: true - under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity + under_construction: 'keep' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity dynamic_line_rating: activate: false cutout: europe-2013-era5 From cadd33431fba87c6a679519ef9e3f19d2955d517 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:59:21 +0200 Subject: [PATCH 204/270] sanitize_locations: avoid attribute error for electricity-only runs (closes #939) --- scripts/add_extra_components.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/add_extra_components.py b/scripts/add_extra_components.py index eb14436e3..90e7eaec9 100644 --- a/scripts/add_extra_components.py +++ b/scripts/add_extra_components.py @@ -246,7 +246,8 @@ def attach_hydrogen_pipelines(n, costs, extendable_carriers): attach_hydrogen_pipelines(n, costs, extendable_carriers) sanitize_carriers(n, snakemake.config) - sanitize_locations(n) + if "location" in n.buses: + sanitize_locations(n) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) From 4f9a5d69462830aed04ccad2395ee6799586b2b7 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 19:38:31 +0000 Subject: [PATCH 205/270] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/snakemake/snakefmt: v0.10.1 → v0.10.2](https://github.com/snakemake/snakefmt/compare/v0.10.1...v0.10.2) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 3ffe8d9e8..7acbef9b0 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -74,7 +74,7 @@ repos: # Format Snakemake rule / workflow files - repo: https://github.com/snakemake/snakefmt - rev: v0.10.1 + rev: v0.10.2 hooks: - id: snakefmt From 985aecb0c4629c66337b86f3b31fd711099f3a72 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 19:38:59 +0000 Subject: [PATCH 206/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 10 +++++----- rules/retrieve.smk | 4 ++-- scripts/add_brownfield.py | 12 ++++-------- 3 files changed, 11 insertions(+), 15 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 8b06f915d..b415d2d92 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -396,7 +396,7 @@ rule add_electricity: else resources("networks/base.nc") ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), regions=resources("regions_onshore.geojson"), powerplants=resources("powerplants.csv"), @@ -441,7 +441,7 @@ rule simplify_network: input: network=resources("networks/elec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), regions_onshore=resources("regions_onshore.geojson"), regions_offshore=resources("regions_offshore.geojson"), @@ -489,7 +489,7 @@ rule cluster_network: else [] ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), output: network=resources("networks/elec_s{simpl}_{clusters}.nc"), @@ -518,7 +518,7 @@ rule add_extra_components: input: network=resources("networks/elec_s{simpl}_{clusters}.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), output: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), @@ -553,7 +553,7 @@ rule prepare_network: input: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), co2_price=lambda w: resources("co2_price.csv") if "Ept" in w.opts else [], output: diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 64afdc137..d9ba58e26 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -249,7 +249,7 @@ if config["enable"]["retrieve"]: layer_path = ( f"/vsizip/{params.folder}/WDPA_{bYYYY}_Public_shp_{i}.zip" ) - print(f"Adding layer {i + 1} of 3 to combined output file.") + print(f"Adding layer {i+1} of 3 to combined output file.") shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") rule download_wdpa_marine: @@ -272,7 +272,7 @@ if config["enable"]["retrieve"]: for i in range(3): # vsizip is special driver for directly working with zipped shapefiles in ogr2ogr layer_path = f"/vsizip/{params.folder}/WDPA_WDOECM_{bYYYY}_Public_marine_shp_{i}.zip" - print(f"Adding layer {i + 1} of 3 to combined output file.") + print(f"Adding layer {i+1} of 3 to combined output file.") shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 6999cafe3..76e16716a 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -111,16 +111,12 @@ def add_brownfield(n, n_p, year): .groupby(level=0) .sum() ) - remaining_capacity = ( - pipe_capacity - - CH4_per_H2 - * already_retrofitted.reindex(index=pipe_capacity.index).fillna(0) - ) + remaining_capacity = pipe_capacity - CH4_per_H2 * already_retrofitted.reindex( + index=pipe_capacity.index + ).fillna(0) n.links.loc[gas_pipes_i, "p_nom"] = remaining_capacity else: - new_pipes = n.links.carrier.isin(pipe_carrier) & ( - n.links.build_year == year - ) + new_pipes = n.links.carrier.isin(pipe_carrier) & (n.links.build_year == year) n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 From 6f84b68c4928cb80094fb4277ee3a3f07212f30a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 14 May 2024 11:51:41 +0200 Subject: [PATCH 207/270] bump technology-data version to 0.9.0 --- config/config.default.yaml | 2 +- doc/release_notes.rst | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 255a5c1b1..1e7af9ea9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -697,7 +697,7 @@ industry: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs costs: year: 2030 - version: v0.8.1 + version: v0.9.0 rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) social_discountrate: 0.02 fill_values: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 5d443c6c9..6605f9a45 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* The technology-data version was updated to v0.9.0. + * Bugfix to avoid duplicated offshore regions. * Added option ``industry: HVC_environment_sequestration_fraction:`` to specify From 354fffe6f0f6c4777100e93dc2de465e27f49afe Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Tue, 14 May 2024 17:01:04 +0200 Subject: [PATCH 208/270] Split time agg into own rule; same agg for all planning horizons --- rules/build_sector.smk | 38 +++++++- scripts/prepare_sector_network.py | 149 +++++++----------------------- scripts/time_aggregation.py | 112 ++++++++++++++++++++++ 3 files changed, 184 insertions(+), 115 deletions(-) create mode 100644 scripts/time_aggregation.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index c2ca80c36..86784fe87 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -859,6 +859,40 @@ rule build_existing_heating_distribution: "../scripts/build_existing_heating_distribution.py" +rule time_aggregation: + params: + time_resolution=config_provider("clustering", "temporal", "resolution_sector"), + drop_leap_day=config_provider("enable", "drop_leap_day"), + solver_name=config_provider("solving", "solver", "name"), + input: + network=resources("networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc"), + hourly_heat_demand_total=lambda w: ( + resources("hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc") + if config_provider("sector", "heating")(w) + else None + ), + solar_thermal_total=lambda w: ( + resources("solar_thermal_total_elec_s{simpl}_{clusters}.nc") + if config_provider("sector", "solar_thermal")(w) + else None + ), + output: + snapshot_weightings=resources( + "snapshot_weightings_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.csv" + ), + threads: 1 + resources: + mem_mb=5000, + log: + logs("time_aggregation_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.log"), + benchmark: + benchmarks("time_aggregation_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}") + conda: + "../envs/environment.yaml" + script: + "../scripts/time_aggregation.py" + + def input_profile_offwind(w): return { f"profile_{tech}": resources(f"profile_{tech}.nc") @@ -870,7 +904,6 @@ def input_profile_offwind(w): rule prepare_sector_network: params: time_resolution=config_provider("clustering", "temporal", "resolution_sector"), - drop_leap_day=config_provider("enable", "drop_leap_day"), co2_budget=config_provider("co2_budget"), conventional_carriers=config_provider( "existing_capacities", "conventional_carriers" @@ -891,6 +924,9 @@ rule prepare_sector_network: unpack(input_profile_offwind), **rules.cluster_gas_network.output, **rules.build_gas_input_locations.output, + snapshot_weightings=resources( + "snapshot_weightings_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.csv" + ), retro_cost=lambda w: ( resources("retro_cost_elec_s{simpl}_{clusters}.csv") if config_provider("sector", "retrofitting", "retro_endogen")(w) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d35af1c90..fb6af9763 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -809,33 +809,6 @@ def add_co2limit(n, options, nyears=1.0, limit=0.0): ) -# TODO PyPSA-Eur merge issue -def average_every_nhours(n, offset): - logger.info(f"Resampling the network to {offset}") - m = n.copy(with_time=False) - - snapshot_weightings = n.snapshot_weightings.resample(offset).sum() - sns = snapshot_weightings.index - if snakemake.params.drop_leap_day: - sns = sns[~((sns.month == 2) & (sns.day == 29))] - snapshot_weightings = snapshot_weightings.loc[sns] - m.set_snapshots(snapshot_weightings.index) - m.snapshot_weightings = snapshot_weightings - - for c in n.iterate_components(): - pnl = getattr(m, c.list_name + "_t") - for k, df in c.pnl.items(): - if not df.empty: - if c.list_name == "stores" and k == "e_max_pu": - pnl[k] = df.resample(offset).min() - elif c.list_name == "stores" and k == "e_min_pu": - pnl[k] = df.resample(offset).max() - else: - pnl[k] = df.resample(offset).mean() - - return m - - def cycling_shift(df, steps=1): """ Cyclic shift on index of pd.Series|pd.DataFrame by number of steps. @@ -3513,100 +3486,48 @@ def renamer(s): import_components_from_dataframe(n, df.loc[to_add], c.name) -def apply_time_segmentation( - n, segments, solver_name="cbc", overwrite_time_dependent=True -): +def set_temporal_aggregation(n, resolution, snapshot_weightings): """ - Aggregating time series to segments with different lengths. - - Input: - n: pypsa Network - segments: (int) number of segments in which the typical period should be - subdivided - solver_name: (str) name of solver - overwrite_time_dependent: (bool) overwrite time dependent data of pypsa network - with typical time series created by tsam + Aggregate time-varying data to the given snapshots. """ - try: - import tsam.timeseriesaggregation as tsam - except ImportError: - raise ModuleNotFoundError( - "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" - ) - - # get all time-dependent data - columns = pd.MultiIndex.from_tuples([], names=["component", "key", "asset"]) - raw = pd.DataFrame(index=n.snapshots, columns=columns) - for c in n.iterate_components(): - for attr, pnl in c.pnl.items(): - # exclude e_min_pu which is used for SOC of EVs in the morning - if not pnl.empty and attr != "e_min_pu": - df = pnl.copy() - df.columns = pd.MultiIndex.from_product([[c.name], [attr], df.columns]) - raw = pd.concat([raw, df], axis=1) - - # normalise all time-dependent data - annual_max = raw.max().replace(0, 1) - raw = raw.div(annual_max, level=0) - - # get representative segments - agg = tsam.TimeSeriesAggregation( - raw, - hoursPerPeriod=len(raw), - noTypicalPeriods=1, - noSegments=int(segments), - segmentation=True, - solver=solver_name, - ) - segmented = agg.createTypicalPeriods() - - weightings = segmented.index.get_level_values("Segment Duration") - offsets = np.insert(np.cumsum(weightings[:-1]), 0, 0) - timesteps = [raw.index[0] + pd.Timedelta(f"{offset}h") for offset in offsets] - snapshots = pd.DatetimeIndex(timesteps) - sn_weightings = pd.Series( - weightings, index=snapshots, name="weightings", dtype="float64" - ) - logger.info(f"Distribution of snapshot durations:\n{weightings.value_counts()}") - - n.set_snapshots(sn_weightings.index) - n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) - - # overwrite time-dependent data with timeseries created by tsam - if overwrite_time_dependent: - values_t = segmented.mul(annual_max).set_index(snapshots) - for component, key in values_t.columns.droplevel(2).unique(): - n.pnl(component)[key] = values_t[component, key] - - return n - - -def set_temporal_aggregation(n, resolution, solver_name): - """ - Aggregate network temporally. - """ - if not resolution: - return n - - # representative snapshots if "sn" in resolution.lower(): + # Representative snapshots are dealt with directly sn = int(resolution[:-2]) logger.info("Use every %s snapshot as representative", sn) n.set_snapshots(n.snapshots[::sn]) n.snapshot_weightings *= sn + else: + # Otherwise, use the provided snapshots + snapshot_weightings = pd.read_csv( + snapshot_weightings, index_col=0, parse_dates=True + ) - # segments with package tsam - elif "seg" in resolution.lower(): - segments = int(resolution[:-3]) - logger.info("Use temporal segmentation with %s segments", segments) - n = apply_time_segmentation(n, segments, solver_name=solver_name) + n.set_snapshots(snapshot_weightings.index) + n.snapshot_weightings = snapshot_weightings - # temporal averaging - elif "h" in resolution.lower(): - logger.info("Aggregate to frequency %s", resolution) - n = average_every_nhours(n, resolution) + # Define a series used for aggregation, mapping each hour in + # n.snapshots to the closest previous timestep in + # snapshot_weightings.index + aggregation_map = ( + pd.Series( + snapshot_weightings.index.get_indexer(n.snapshots), index=n.snapshots + ) + .replace(-1, np.nan) + .ffill() + .astype(int) + .map(lambda i: snapshot_weightings.index[i]) + ) - return n + # Aggregation all time-varying data. + for c in n.iterate_components(): + for k, df in c.pnl.items(): + if not df.empty: + if c.list_name == "stores" and k == "e_max_pu": + c.pnl[k] = df.groupby(aggregation_map).min() + elif c.list_name == "stores" and k == "e_min_pu": + c.pnl[k] = df.groupby(aggregation_map).max() + else: + c.pnl[k] = df.groupby(aggregation_map).mean() def lossy_bidirectional_links(n, carrier, efficiencies={}): @@ -3758,9 +3679,9 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): if options["allam_cycle"]: add_allam(n, costs) - solver_name = snakemake.config["solving"]["solver"]["name"] - resolution = snakemake.params.time_resolution - n = set_temporal_aggregation(n, resolution, solver_name) + set_temporal_aggregation( + n, snakemake.params.time_resolution, snakemake.input.snapshot_weightings + ) co2_budget = snakemake.params.co2_budget if isinstance(co2_budget, str) and co2_budget.startswith("cb"): diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py new file mode 100644 index 000000000..3d9084814 --- /dev/null +++ b/scripts/time_aggregation.py @@ -0,0 +1,112 @@ +# -*- coding: utf-8 -*- +import logging + +import numpy as np +import pandas as pd +import pypsa +import xarray as xr +from _helpers import ( + configure_logging, + set_scenario_config, + update_config_from_wildcards, +) + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "time_aggregation", + configfiles="test/config.overnight.yaml", + simpl="", + opts="", + clusters="37", + ll="v1.0", + sector_opts="CO2L0-24h-T-H-B-I-A-dist1", + planning_horizons="2030", + ) + + configure_logging(snakemake) + set_scenario_config(snakemake) + update_config_from_wildcards(snakemake.config, snakemake.wildcards) + + n = pypsa.Network(snakemake.input.network) + resolution = snakemake.params.time_resolution + + # Representative snapshots + if "sn" in resolution.lower(): + logger.info("Use representative snapshots") + # Output an empty csv; this is taken care of in prepare_sector_network.py + pd.DataFrame().to_csv(snakemake.output.snapshot_weightings) + + # Plain resampling + elif "h" in resolution.lower(): + offset = resolution.lower() + logger.info(f"Averaging every {offset} hours") + snapshot_weightings = n.snapshot_weightings.resample(offset).sum() + sns = snapshot_weightings.index + if snakemake.params.drop_leap_day: + sns = sns[~((sns.month == 2) & (sns.day == 29))] + snapshot_weightings = snapshot_weightings.loc[sns] + snapshot_weightings.to_csv(snakemake.output.snapshot_weightings) + + # Temporal segmentation + elif "seg" in resolution.lower(): + segments = int(resolution[:-3]) + logger.info(f"Use temporal segmentation with {segments} segments") + + try: + import tsam.timeseriesaggregation as tsam + except ImportError: + raise ModuleNotFoundError( + "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" + ) + + # Get all time-dependent data + dfs = [ + pnl + for c in n.iterate_components() + for attr, pnl in c.pnl.items() + if not pnl.empty and attr != "e_min_pu" + ] + dfs.append( + xr.open_dataset(snakemake.input.hourly_heat_demand_total) + .to_dataframe() + .unstack(level=1) + ) + dfs.append( + xr.open_dataset(snakemake.input.solar_thermal_total) + .to_dataframe() + .unstack(level=1) + ) + df = pd.concat(dfs, axis=1) + + # Reset columns to flat index + df = df.T.reset_index(drop=True).T + + # Normalise all time-dependent data + annual_max = df.max().replace(0, 1) + df = df.div(annual_max, level=0) + + # Get representative segments + agg = tsam.TimeSeriesAggregation( + df, + hoursPerPeriod=len(df), + noTypicalPeriods=1, + noSegments=segments, + segmentation=True, + solver=snakemake.params.solver_name, + ) + agg = agg.createTypicalPeriods() + + weightings = agg.index.get_level_values("Segment Duration") + offsets = np.insert(np.cumsum(weightings[:-1]), 0, 0) + snapshot_weightings = n.snapshot_weightings.loc[n.snapshots[offsets]].mul( + weightings, axis=0 + ) + + logger.info( + f"Distribution of snapshot durations:\n{snapshot_weightings.objective.value_counts()}" + ) + + snapshot_weightings.to_csv(snakemake.output.snapshot_weightings) From f8f0b4cea0a2c9b2ff54fa59f2a03036ddfeff51 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 15 May 2024 13:34:20 +0200 Subject: [PATCH 209/270] Document the new time_aggregation rule --- doc/img/workflow.png | Bin 716250 -> 726494 bytes doc/release_notes.rst | 2 + doc/sector.rst | 5 + doc/tutorial_sector.rst | 872 ++++++++++++++---------------------- scripts/time_aggregation.py | 58 ++- 5 files changed, 385 insertions(+), 552 deletions(-) diff --git a/doc/img/workflow.png b/doc/img/workflow.png index 96ce7f378295fc0d71048e051bc10daf53742759..0b274af8e232b0c2fad4bfbffdedc206087c9768 100644 GIT binary patch literal 726494 zcmZsC2|QHq7xzd}G_;}YNfbgG*%LyAh#|X5)*1WQw`3_HBq?i%Fm^K-yJRb5XN(~< 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zmt*bTG1^AXvd~i@okNKWd3)JO<3>GG+aRT&)0G*1-og)Y_H*WnhtUx;Px!2XfPupz*vWUvF@kyE_^; z263^34>=Ml4#z#Bk(8nO<(heh-!Q!DbMfDL8cQ(wcNv!z&=}#b6-yLy`e&dZkuu&riQ=T2c=*HLyQr#} zl!dD=g+76gyM>1Hdq+DJM8|Ir++B)6h0rQC#Oj%Tlz!%SCZ@M!CW^Stlm{yOU9WU? z9-4T5Q<5bDb3P=YqMflrljv&AEDEIR}diKN^ zhs^(bl|tAW&QaxdVa0d;G8k|#gM+_G$xi!Df8W^uaqD1~(x$s4pKa&di4tyevfsR0 zEa_rj+nh}x@NE@vtQ;p3fRoW?ph;vuhOV&--j1EOg tRddW{qSs58O?6M(@$Vh&*Vl8aI-SkhV`_), - these are deducted from the national load time series to avoid double counting - of losses. Further extensions to country-specific loss factors and - developments by planning horizon are planned. - -* Doubled solar rooftop potentials to roughly 1 TW for Europe based on `recent - European Commission reports - `_. - -* Remove exogenously set share of rooftop PV (``costs: rooftop_share:``). - Rooftop and utility-scale PV are now largely handled as separate technologies - with endogenous shares. - -* New technology, solar PV with single-axis horizontal tracking (on a N-S axis), - with a carrier called ``solar-hsat`` to the networks. The default option for adding - this technology is set to ``true`` in the ``config.yaml``. - -* The technology-data version was updated to v0.9.0. - -* Bugfix to avoid duplicated offshore regions. - -* Added option ``industry: HVC_environment_sequestration_fraction:`` to specify - the fraction of carbon contained plastics that is permanently sequestered in - landfill. The default assumption is that all carbon contained in plastics is - eventually released to the atmosphere. - -* Added option for building waste-to-energy plants with and without carbon - capture to consume non-recycled and non-sequestered plastics. The config - settings are ``industry: waste_to_energy:`` and ``industry: - waste_to_energy_cc``. This does not include municipal solid waste. - -* Bump minimum ``powerplantmatching`` version to v0.5.15. - -* Add floating wind technology for water depths below 60m - -* Add config ``run: shared_resources: exclude:`` to specify additional files - that should be excluded from shared resources with the setting ``run: - shared_resources: base``. The function ``_helpers/get_run_path()`` now takes - an additional keyword argument ``exclude_from_shared`` with a list of files - that should not be shared. This keyword argument accepts a list of strings - where the string only needs to match the start of a filename (e.g. - ``"transport_data"`` would exclude both ``transport_data.csv`` and - ``transport_data_{simpl}_{clusters}.csv`` from being shared across scenarios. - -* Move switch ``run: shared_resources:`` to ``run: shared_resources: policy:``. - -* Add config land_transport_demand_factor to model growth in land transport demand for different time horizons. - -* Allow dictionary for the config aviation_demand_factor. - -* Add option to post-discretize line and link capacities based on unit sizes and - rounding thresholds specified in the configuration under ``solving: options: - post_discretization:`` when iterative solving is enables (``solving: optiosn: - skip_iterations: false``). This option is disabled by default. - -* Group existing capacities to the earlier grouping_year for consistency with optimized capacities. - -* Update data bundle: - - - Merge electricity-only and sector-coupled data bundles into `one bundle - `_. This means that the rule - ``retrieve_sector_databundle`` was removed. - - - Include rasterised ``natura.tiff`` in data bundle and remove rule - ``retrieve_natura_raster``. +.. Upcoming Release +.. ================ +PyPSA-Eur 0.11.0 (25th May 2024) +===================================== - - Remove rule ``build_natura_raster`` as this rule is rarely run and increases - the data bundle size considerably. +**New Features** - - Remove outdated files from data bundle (e.g., Eurostat energy balances) +* Introduced scenario management to support the simultaneous execution of + multiple scenarios with a single ``snakemake`` call. A ``scenarios.yaml`` file + allows customizable scenario names with configuration overrides. To enable, + set ``run: scenarios: true`` and define the list of scenario names under + ``run: name:`` in the configuration file. The scenario file's top-level keys + must match the defined scenario names. + (https://github.com/PyPSA/pypsa-eur/pull/724, + https://github.com/PyPSA/pypsa-eur/pull/975, + https://github.com/PyPSA/pypsa-eur/pull/989, + https://github.com/PyPSA/pypsa-eur/pull/993, + https://github.com/PyPSA/pypsa-eur/pull/1011) + + - A scenarios template file ``config/scenarios.template.yaml`` is included and + copied to ``config/scenarios.yaml`` on first use. + - The scenario file can be changed via ``run: scenarios: file:``. + - Activating scenario management with ``run: scenarios: enable: true`` + introduces a new wildcard ``{run}``. Configuration settings may now depend + on this wildcard. A new ``config_provider()`` function is used in the + ``Snakefile`` and ``.smk`` files to handle wildcard values. + - Scenario files can be programmatically created using + ``config/create_scenarios.py``. This script can be run with ``snakemake -j1 + create_scenarios``. + - The setting ``run: name: all`` will run all scenarios in + ``config/scenarios.yaml``. Otherwise, only the scenarios listed under ``run: + name:`` will run. + - The setting ``run: shared_resources:`` indicates whether resources should be + encapsulated by ``run: name:``. The special setting ``run: shared_resources: + base`` shares resources until ``add_electricity`` that do not contain + wildcards other than ``{"technology", "year", "scope"}``. + - Added new configuration options for all ``{opts}`` and ``{sector_opts}`` + wildcard values to create a unique configuration file (``config.yaml``) per + PyPSA network file using ``update_config_from_wildcards()``. This function + updates the ``snakemake.config`` object with settings from wildcards. + - The cost data was moved from ``data/costs_{year}.csv`` to + ``resources/costs_{year}.csv``. The ``retrieve_cost_data`` rule now calls a + Python script. + - Time clustering settings moved to ``clustering: temporal:`` from + ``snapshots:``, simplifying scenario management. + - Collection rules have a new wildcard ``run=config["run"]["name"]`` to + collect outputs across scenarios. + - Scenarios can be encapsulated in a directory using ``run: prefix:``. + - The ``{sector_opts}`` wildcard is no longer used by default. All scenario + definitions are now in ``config.yaml``. + - **Warning:** Scenario management with myopic or perfect foresight pathway + optimization requires the first investment period to be shared across all + scenarios. The ``wildcard_constraints`` for the ``add_existing_baseyear`` + rule do not accept wildcard-aware input functions. + +* Enhanced support for choosing different weather years. + (https://github.com/PyPSA/pypsa-eur/pull/204) + + - Processed energy statistics from Eurostat (1990-2021) and IDEES (2000-2015) + are stored for all available years and filtered by the year in ``energy: + energy_totals_year:``. + - Added option to supplement electricity load data with synthetic time series + for years not in OPSD (from https://zenodo.org/records/10820928, ``load: + supplement_synthetic:``). + - Total annual heat demand for years not in Eurostat (1990-2021) or IDEES + (2000-2015) is scaled based on a regression between heating degree days and + heat demand for 2007-2021, assuming a similar building stock. + - Added option to scale annual hydro-electricity generation data for years not + in EIA (1980-2021) based on a regression between annual generation and total + runoff per country for 1980-2021 (``renewable: hydro: + eia_approximate_missing:``). + - Added option to normalize annual hydro generation data by the installed + capacity reported by EIA (1980-2021) to eliminate changes due to newly built + capacity (``renewable: hydro: eia_approximate_missing: + eia_correct_by_capacity:``). + - Added option to make hydro generation data independent of weather year + (``renewable: hydro: eia_approximate_missing: eia_norm_year:``). + - Added option to drop leap days (``enable: drop_leap_day:``). + - Added option to make electric load data independent of weather year (``load: + fixed_year:``). + - Include time series of Swiss passenger vehicles from the Swiss Federal + Statistical Office. + - Updated hydro-electricity generation and capacity data from EIA. + - The easiest way to use multiple weather years is with the new scenario + management. An example `create_scenarios.py` script is available in this + `Github gist + `__. - - Reduce spatial scope of GEBCO bathymetry data to Europe to save space. +* New renewable technologies: - - Remove the use of a separate data bundle for tutorials. + - Solar PV with single-axis horizontal tracking (N-S axis), carrier: + ``solar-hsat``. (https://github.com/PyPSA/pypsa-eur/pull/1066) + - Floating offshore wind technology for water depths below 60m, carrier: + ``offwind-float``. (https://github.com/PyPSA/pypsa-eur/pull/773) - - Directly download `Hotmaps Industrial Database - `__ - from source and remove ``Industrial_Database.csv`` from data bundle. +* Added default values for power distribution losses, assuming uniform 3% losses + on distribution grid links. These are deducted from national load time series + to avoid double counting. Extensions for country-specific loss factors and + planning horizon developments are planned. -* bugfix: installed heating capacities were 5% lower than existing heating capacities +* Added ``industry: HVC_environment_sequestration_fraction:`` to specify the + fraction of carbon in plastics that is permanently sequestered in landfills. + The default assumption is that all carbon in plastics is eventually released + to the atmosphere. (https://github.com/PyPSA/pypsa-eur/pull/1060) -* Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. +* Added options for building waste-to-energy plants with and without carbon + capture to consume non-recycled and non-sequestered plastics. Config settings: + ``industry: waste_to_energy:`` and ``industry: waste_to_energy_cc``. This + excludes municipal solid waste. (https://github.com/PyPSA/pypsa-eur/pull/1060) -* bugfix: convert Strings to pathlib.Path objects as input to ConfigSettings +* Added option to post-discretize line and link capacities based on unit sizes + and rounding thresholds in the configuration under ``solving: options: + post_discretization:``. This is disabled by default. + (https://github.com/PyPSA/pypsa-eur/pull/1064) -* bugfix: fix distinction of temperature-dependent correction factors for the - energy demand of electric vehicles, ICES fuel cell cars. +* Time aggregation for sector-coupled networks is now its own rule + :mod:`time_aggregation`. Time aggregation is constant over planning horizons + of the same network when using time step segmentation. + (https://github.com/PyPSA/pypsa-eur/pull/1065, + https://github.com/PyPSA/pypsa-eur/pull/1075) -* Allow the use of more solvers in clustering (Xpress, COPT, Gurobi, CPLEX, SCIP, MOSEK). +* Added config ``run: shared_resources: exclude:`` to specify files excluded + from shared resources with ``run: shared_resources: base``. The function + ``_helpers/get_run_path()`` now takes an additional keyword argument + ``exclude_from_shared`` with a list of files that should not be shared. + (https://github.com/PyPSA/pypsa-eur/pull/1050) -* Enhanced support for choosing different weather years - (https://github.com/PyPSA/pypsa-eur/pull/204): +* Added existing biomass boilers in :mod:`add_existing_baseyear`. + (https://github.com/PyPSA/pypsa-eur/pull/951) - - Processed energy statistics from eurostat (1990-2021) and IDEES (2000-2015) - are now initially stored for all available years and filtered by the year - given in ``energy: energy_totals_year:``. +* Added new HVDC transmission projects from `TYNDP 2024 draft projects + `__. + (https://github.com/PyPSA/pypsa-eur/pull/982) - - Added option to supplement electricity load data with synthetic time series - for years not contained in OPSD (from https://zenodo.org/records/10820928, - ``load: supplement_synthetic:``). +* Linearly interpolated missing investment periods in year-dependent + configuration options. (https://github.com/PyPSA/pypsa-eur/pull/943) - - The total annual heat demand for years not contained in the energy - statistics by eurostat (1990-2021) or IDEES (2000-2015) are scaled based on - a regression between the total number of heating degree days and the total - annual heat demand between the years 2007-2021, assuming a similar building - stock. +* Added shapes to the ``netCDF`` files for different stages of the network + object in `base_network`, `simplify_network`, and `cluster_network`. The + `build_bus_regions` rule is now integrated into the `base_network` rule. + (https://github.com/PyPSA/pypsa-eur/pull/1013, + https://github.com/PyPSA/pypsa-eur/pull/1051) - - Added option to scale annual hydro-electricity generation data for years not - contained in the in EIA (1980-2021) based on a regression between annual - generation and total runoff per country for the years 1980-2021 - (``renewable: hydro: eia_approximate_missing:``) +* Added config ``land_transport_demand_factor`` to model growth in land + transport demand for different time horizons. - - Added option to normalize annual hydro generation data by the associated - installed capacity reported by EIA (1980-2021) in order to eliminate changes - in generation due to newly built capacity (``renewable: hydro: - eia_approximate_missing: eia_correct_by_capacity:``). +* Allowed dictionary for ``aviation_demand_factor`` to specify changes in + aviation demand by investment period. - - Added option to make hydro generation data independent of weather year - (``renewable: hydro: eia_approximate_missing: eia_norm_year:``). +* Allowed more solvers in clustering (Xpress, COPT, Gurobi, CPLEX, SCIP, MOSEK). + (https://github.com/PyPSA/pypsa-eur/pull/949) - - Added option to drop leap days (``enable: drop_leap_day:``). +* Added option to download cost data from custom fork of ``technology-data``. + (https://github.com/PyPSA/pypsa-eur/pull/970) - - Added option to make electric load data independent of weather year - (``load: fixed_year:``). +* Added ``nodal_supply_energy`` to :mod:`make_summary`. + (https://github.com/PyPSA/pypsa-eur/pull/1046) - - Include time series of Swiss number of passenger vehicles from the `Swiss - Federal Statistical Office - `__. +**Breaking Changes** - - Updated hydro-electricity generation and capacity data from EIA. +* Upgraded to Snakemake v8.5+. This version is the new minimum requirement. To + upgrade an existing environment, run ``conda install -c bioconda + snakemake-minimal">=8.5"`` and ``pip install snakemake-storage-plugin-http``. + (https://github.com/PyPSA/pypsa-eur/pull/825) - - The easiest way to sweep over multiple weather years is to use the new - scenario management. An example for the necessary `create_scenarios.py` - script can be found in this `Github gist - `__. +* Removed exogenously set share of rooftop PV (``costs: rooftop_share:``). + Rooftop and utility-scale PV are now separate technologies with endogenous + shares. * Removed rule ``copy_config``. Instead, a config file is created for each network output of the ``solve_*`` rules, with the same content as ``n.meta``. + (https://github.com/PyPSA/pypsa-eur/pull/965) -* Added new HVDC transmission projects from `TYNDP 2024 draft projects - `__. - -* Upgrade to Snakemake v8.5+. This version is the new minimum version required. - To upgrade an existing environment, run ``conda install -c bioconda - snakemake-minimal">=8.5"`` and ``pip install snakemake-storage-plugin-http`` - (https://github.com/PyPSA/pypsa-eur/pull/825). - -* Corrected a bug leading to power plants operating after their DateOut - (https://github.com/PyPSA/pypsa-eur/pull/958). Added additional grouping years - before 1980. - -* Add decommissioning of existing renewables assets in `add_existing_baseyear`. +* Moved switch ``run: shared_resources:`` to ``run: shared_resources: policy:``. -* The Eurostat data was updated to the 2023 version in :mod:`build_energy_totals`. - -* The latest `Swiss energy totals - `__ - have been updated to the 2023 version. - -* The JRC-IDEES data is only available until 2015. For energy totals years (``energy: energy_totals_year``) after - 2015, the data scaled using the ratio of Eurostat data reported for the energy - totals year and 2015. +**Changes** -* The default energy totals year (``energy: energy_totals_year``) was updated to 2019. +* Updated, merged, and reduced data bundle: + (https://github.com/PyPSA/pypsa-eur/pull/1020, + https://github.com/PyPSA/pypsa-eur/pull/1027) + + - Merged electricity-only and sector-coupled data bundles into one bundle. + This removed the ``retrieve_sector_databundle`` rule. + - Included rasterised ``natura.tiff`` in the data bundle and removed the + ``retrieve_natura_raster`` rule. + - Removed the ``build_natura_raster`` rule due to its infrequent use and + significant data bundle size increase. + - Removed outdated files from the data bundle (e.g., Eurostat energy + balances). + - Reduced the spatial scope of GEBCO bathymetry data to Europe to save space. + - Removed a separate data bundle for tutorials. + - Directly downloaded the `Hotmaps Industrial Database + `__ + from the source, removing ``Industrial_Database.csv`` from the data bundle. -* Upgrade default techno-economic assumptions to ``technology-data`` v0.8.1. +* Updated energy statistics: (https://github.com/PyPSA/pypsa-eur/pull/947, + https://github.com/PyPSA/pypsa-eur/pull/973, + https://github.com/PyPSA/pypsa-eur/pull/990, + https://github.com/PyPSA/pypsa-eur/pull/1025, + https://github.com/PyPSA/pypsa-eur/pull/1074) -* Add possibility to download cost data from custom fork of ``technology-data``. + - Updated Eurostat data to the 2023 version in :mod:`build_energy_totals`. + - Updated the latest Swiss energy totals to the 2023 version. + - Scaled JRC-IDEES data using the ratio of Eurostat data for energy totals + years after 2015 and 2015. + - Updated default energy totals year to 2019. + - Updated energy balances for residential demands (space, water, cooking) in + JRC-IDEES data with newer Eurostat values. -* Linearly interpolate missing investment periods in year-dependent - configuration options. +* Improved documentation: (https://github.com/PyPSA/pypsa-eur/pull/1017, + https://github.com/PyPSA/pypsa-eur/pull/1014) -* Added new scenario management that supports the simultaneous execution of - multiple scenarios with a single ``snakemake`` call. For this purpose, a - ``scenarios.yaml`` file is introduced which contains customizable scenario - names with configuration overrides. To enable it, set the ``run: scenarios: - true`` and define the list of scenario names to run under ``run: name:`` in - the configuration file. The latter must be a subset of toplevel keys in the - scenario file. + - Clarified that ``solving: rolling_horizon:`` only works for + :mod:`solve_operations_network`, not for networks with sector-coupling or + investment variables. + - Clarified suffix usage in `add_existing_baseyear`. + - Added documentation section for contributing documentation. - - To get started, a scenarios template file ``config/scenarios.template.yaml`` - is included in the repository, which is copied to ``config/scenarios.yaml`` - on first use. +* Included gas and oil fields and saline aquifers for estimating carbon + sequestration potentials. (https://github.com/PyPSA/pypsa-eur/pull/1010, + https://github.com/PyPSA/pypsa-eur/pull/983) - - The scenario file can be changed via ``run: scenarios: file:``. +* Doubled solar rooftop potentials to roughly 1 TW for Europe based on recent + European Commission reports. - - If scenario management is activated with ``run: scenarios: enable: true``, a - new wildcard ``{run}`` is introduced. This means that the configuration - settings may depend on the new ``{run}`` wildcard. Therefore, a new - ``config_provider()`` function is used in the ``Snakefile`` and ``.smk`` - files, which takes wildcard values into account. The calls to the ``config`` - object have been reduced in ``.smk`` files since there is no awareness of - wildcard values outside rule definitions. +* Consistently sourced data on existing renewable capacities from + ``powerplantmatching``. Removed ``retrieve_irena`` rule. Updated the dataset + to include 2023 values. (https://github.com/PyPSA/pypsa-eur/pull/1018) - - The scenario files can also be programmatically created using the template - script ``config/create_scenarios.py``. This script can be run with - ``snakemake -j1 create_scenarios`` and creates the scenarios file referenced - under ``run: scenarios: file:``. +* Added methanol consumption in industry as reported in the DECHEMA report + directly as methanol demand. (https://github.com/PyPSA/pypsa-eur/pull/1068) - - The setting ``run: name: all`` will run all scenarios in - ``config/scenarios.yaml``. Otherwise, it will run those passed as list in - ``run: name:`` as long as ``run: scenarios: enable: true``. +* Adapted disabling of transmission expansion in myopic foresight optimizations + when the limit is reached to handle cost limits. + (https://github.com/PyPSA/pypsa-eur/pull/952, + https://github.com/PyPSA/pypsa-eur/pull/1076) - - The setting ``run: shared_resources:`` indicates via a boolean whether the - resources should be encapsulated by the ``run: name:``. The special setting - ``run: shared_resources: base`` shares resources until ``add_electricity`` - that do not contain wildcards other than ``{"technology", "year", - "scope"}``. +* Improved the behavior of ``agg_p_nom_limits``: Moved configuration to + ``solving``; added the ability to aggregate all ``offwind`` types; added + option to consider existing capacities; added option to distinguish by + planning horizon. (https://github.com/PyPSA/pypsa-eur/pull/1023) - - Added new configuration options for all ``{opts}`` and ``{sector_opts}`` - wildcard values to create a unique configuration file (``config.yaml``) per - PyPSA network file. This is done with the help of a new function - ``update_config_from_wildcards()`` which parses configuration settings from - wildcards and updates the ``snakemake.config`` object. These updated - configuration settings are used in the scripts rather than directly parsed - values from ``snakemake.wildcards``. +* Disabled ``electricity: everywhere_powerplants``` by default to save memory in + :mod:`simplify_network`. - - The cost data was moved from ``data/costs_{year}.csv`` to - ``resources/costs_{year}.csv`` since it depends on configuration settings. - The ``retrieve_cost_data`` rule was changed to calling a Python script. +* Moved non-essential example configuration files to ``config/examples``. - - Moved time clustering settings to ``clustering: temporal:`` from - ``snapshots:`` so that the latter is only used to define the - ``pandas.DatetimeIndex`` which simplifies the scenario management. +* Outputs of the retrieve rules are no longer marked as ``protected()``. - - Collection rules get a new wildcard ``run=config["run"]["name"]`` so they - can collect outputs across different scenarios. +* Improved carbon budget distribution plot. + (https://github.com/PyPSA/pypsa-eur/pull/1070) - - It is further possible to encapsulate your scenarios in a directory using - the setting ``run: prefix:``. +* Moved all graphics to ``doc/img``. + (https://github.com/PyPSA/pypsa-eur/pull/1052) - - **Warning:** One caveat remains for the scenario management with myopic or - perfect foresight pathway optimisation. The first investment period must be - shared across all scenarios. The reason is that the ``wildcard_constraints`` - defined for the rule ``add_existing_baseyear`` do not accept wildcard-aware - input functions (cf. - `https://github.com/snakemake/snakemake/issues/2703`_). +* Connection costs calculated in :mod:`simplify_network` are no longer written + to file. (https://github.com/PyPSA/pypsa-eur/pull/1031) -* The outputs of the rule ``retrieve_gas_infrastructure_data`` no longer - marked as ``protected()`` as the download size is small. +**Bugs and Compatibility** -* Bugfix: allow modelling sector-coupled landlocked regions. (Fixed handling of offshore wind.) +* Updated ``technology-data`` to version v0.9.0. -* Bugfix: approximation of hydro power generation if Portugal or Spain are not included works now. +* Bumped minimum ``powerplantmatching`` version to v0.5.15. + (https://github.com/PyPSA/pypsa-eur/pull/1057) -* Bugfix: copy_timeslice does not copy anymore, if country not present in load data. +* Bugfix: The configuration setting ``electricity: + estimate_renewable_capacities: enable:`` for rule :mod:`add_electricity` is + not compatible with ``foresight: myopic``. The logic now skips adding existing + renewable capacities in :mod:`add_electricity` if the foresight mode is + ``myopic``. (https://github.com/PyPSA/pypsa-eur/pull/1080) -* Adapt the disabling of transmission expansion in myopic foresight optimisations when limit is already reached to also handle cost limits. +* Bugfix: Ensure gas-fired power plants are correctly added as OCGT or CCGT in + :mod:`add_electricity`. Previously, they were always added as OCGT. -* Fix duplicated years and grouping years reference in `add_land_use_constraint_m`. +* Bugfix: Fix distinction of temperature-dependent correction factors for the + energy demand of electric vehicles and ICEs fuel cell cars. + (https://github.com/PyPSA/pypsa-eur/pull/957) -* Fix type error with `m` option in `cluster_network`. +* Bugfix: Ensure all industry coal demands are considered when using + ``sector_ratios_fraction_future``. + (https://github.com/PyPSA/pypsa-eur/pull/1047) -* Fix error with `symbol` of `buses` in `simplify_network`. +* Bugfix: Add existing heat pumps to low-voltage level. + (https://github.com/PyPSA/pypsa-eur/pull/948) -* Fix index of existing capacities in `add_power_capacities_installed_before_baseyear` with `m` option. +* Fixed gas network retrofitting to hydrogen in :mod:`add_brownfield` for myopic + pathway studies. (https://github.com/PyPSA/pypsa-eur/pull/1036) -* Fix custom busmap read in `cluster_network`. +* Bugfix: Consider decommissioning of existing renewable assets in + :mod:`add_existing_baseyear`. (https://github.com/PyPSA/pypsa-eur/pull/1001, + https://github.com/PyPSA/pypsa-eur/pull/959) -* Add `nodal_supply_energy` to `make_summary`. +* Bugfix: Adjust build year groups of existing capacities for consistency with + optimized capacities per planning horizon. The previous setup neglected some + existing heating capacities. (https://github.com/PyPSA/pypsa-eur/pull/1019) -* Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. +* Bugfix: Corrected a bug causing power plants to operate after their + ``DateOut``. Added additional grouping years before 1980. + (https://github.com/PyPSA/pypsa-eur/pull/958) -* Added shapes to .nc file for different stages of the network object in `base_network`, `simplify_network`, and `cluster_network`; the `build_bus_regions` rule is now integrated into the `base_network` rule. -* Improved the behaviour of `agg_p_nom_limits`: +* Bugfix: Allow modeling sector-coupled landlocked regions by handling the + absence of offshore wind. (https://github.com/PyPSA/pypsa-eur/pull/944) - - Moved the associated configuration to `solving`. This allows *Snakemake* to correctly decide which rules to run when the configuration changes. +* Bugfix: Correct approximation of hydropower generation if Portugal or Spain + are not included. (https://github.com/PyPSA/pypsa-eur/pull/1054) - - Added the ability to enable aggregation of all *offwind* types (*offwind-ac* and *offwind-dc*) when writing the constraint. +* Bugfix: In :mod:`build_electricity_demand`, ensure load data is only added if + the country is included in the configuration. + (https://github.com/PyPSA/pypsa-eur/pull/1054) - - Added the possibility to take existing capacities into account when writing the constraint. +* Bugfix: Skip heat bus for CHPs in areas without central heating. + (https://github.com/PyPSA/pypsa-eur/pull/1021) - - Added the possibility to have a different file for each planning horizon. +* Bugfix: Avoid duplicated offshore regions. -* Fix p_nom_min of renewables generators for myopic approach and add check of existing capacities in `add_land_use_constraint_m`. +* Fixed type error with ``m`` option in :mod:`cluster_network`. + (https://github.com/PyPSA/pypsa-eur/pull/986) -* Add documentation section for how to contribute documentation +* Fixed error with ``symbol`` column of buses in :mod:`simplify_network`. + (https://github.com/PyPSA/pypsa-eur/pull/987) -* Clarify suffix usage in `add_existing_baseyear`. +* Fixed index of existing capacities in + ``add_power_capacities_installed_before_baseyear`` with ``m`` option. + (https://github.com/PyPSA/pypsa-eur/pull/1002) -* The ``{sector_opts}`` wildcard is now not used by default. All scenario definitions are now done in the ``config.yaml`` file. +* Fixed reading in custom busmaps in :mod:`cluster_network`. + (https://github.com/PyPSA/pypsa-eur/pull/1008) -* Fix gas network retrofitting in `add_brownfield`. +* Fixed ``p_nom_min`` of renewables generators for myopic approach and added + check of existing capacities in ``add_land_use_constraint_m``. + (https://github.com/PyPSA/pypsa-eur/pull/1022, + https://github.com/PyPSA/pypsa-eur/pull/1029) -* Time aggregation for sector-coupled networks have been split into its own rule. When using time step segmentation, time aggregation is constant over planning horizons of the same network. +* Fixed duplicated years and grouping years reference in + ``add_land_use_constraint_m``. (https://github.com/PyPSA/pypsa-eur/pull/991, + https://github.com/PyPSA/pypsa-eur/pull/968) -* Clarify that the rolling-horizon setting ``solving: rolling_horizon:`` only works for the rule :mod:`solve_operations_network` and not for networks with sector-coupling or investment variables. +* Fixed filling of missing data in + ``build_industry_sector_ratios_intermediate``. + (https://github.com/PyPSA/pypsa-eur/pull/1004) -* Fix non steel related coal demand during transition (using `sector_ratios_fraction_future`). +* Fixed file name encoding in optional rule :mod:`build_biomass_transport_costs` + depending on the operating system. + (https://github.com/PyPSA/pypsa-eur/pull/769) -* Fix fill missing data in `build_industry_sector_ratios_intermediate`. +* Technical fix for constraint function ``add_operational_reserve_margin``. + (https://github.com/PyPSA/pypsa-eur/pull/1071) -* Add methanol consumption in industry as reported in `DECHEMA report - `__ - directly as methanol demand rather than with fixed methane and electricity - demands from today's industry sector ratios. +* Technical fix for constraint function ``add_BAU_constraints``. + (https://github.com/PyPSA/pypsa-eur/pull/1024) -* Mark downloaded files as ``ancient`` rather than ``protected``. +* Fixed network clustering and simplification issues caused by adding TYNDP + links. (https://github.com/PyPSA/pypsa-eur/pull/1067) -* Fix file name encoding in optional rule :mod:`build_biomass_transport_costs` depending on the operating system. +* Bugfix: Ensure correct indexing of weights in :mod:`cluster_network`. + (https://github.com/PyPSA/pypsa-eur/pull/988) -* Energy balances for residential demands (space, water, cooking) in the - JRC-IDEES data are updated with newer values from eurostat based on a - disaggregated household energy balance. - (https://github.com/PyPSA/pypsa-eur/pull/1025) +* Bugfix: Only sanitize locations when there are buses with a location. + (https://github.com/PyPSA/pypsa-eur/pull/971) PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/doc/tutorial.rst b/doc/tutorial.rst index bae8e3a3f..4a07132be 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -132,47 +132,51 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i graph[bgcolor=white, margin=0]; node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; - 0[label = "solve_network", color = "0.38 0.6 0.85", style="rounded"]; - 1[label = "prepare_network\nll: copt", color = "0.53 0.6 0.85", style="rounded"]; - 2[label = "add_extra_components", color = "0.01 0.6 0.85", style="rounded"]; - 3[label = "cluster_network\nclusters: 6", color = "0.03 0.6 0.85", style="rounded"]; - 4[label = "simplify_network\nsimpl: ", color = "0.42 0.6 0.85", style="rounded"]; - 5[label = "add_electricity", color = "0.10 0.6 0.85", style="rounded"]; - 6[label = "build_renewable_profiles\ntechnology: solar", color = "0.50 0.6 0.85", style="rounded"]; - 7[label = "base_network", color = "0.22 0.6 0.85", style="rounded"]; - 8[label = "build_shapes", color = "0.44 0.6 0.85", style="rounded"]; - 9[label = "retrieve_databundle", color = "0.29 0.6 0.85", style="rounded"]; - 10[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.49 0.6 0.85", style="rounded"]; - 11[label = "build_renewable_profiles\ntechnology: onwind", color = "0.50 0.6 0.85", style="rounded"]; - 12[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.50 0.6 0.85", style="rounded"]; - 13[label = "build_ship_raster", color = "0.19 0.6 0.85", style="rounded"]; - 14[label = "retrieve_ship_raster", color = "0.35 0.6 0.85", style="rounded"]; - 15[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.50 0.6 0.85", style="rounded"]; - 16[label = "build_line_rating", color = "0.60 0.6 0.85", style="rounded"]; - 17[label = "retrieve_cost_data\nyear: 2030", color = "0.59 0.6 0.85", style="rounded"]; - 18[label = "build_powerplants", color = "0.06 0.6 0.85", style="rounded"]; - 19[label = "build_electricity_demand", color = "0.13 0.6 0.85", style="rounded"]; - 20[label = "retrieve_electricity_demand", color = "0.49 0.6 0.85", style="rounded"]; - 21[label = "retrieve_synthetic_electricity_demand", color = "0.41 0.6 0.85", style="rounded"]; + 0[label = "solve_network", color = "0.21 0.6 0.85", style="rounded"]; + 1[label = "prepare_network\nll: copt\nopts: ", color = "0.51 0.6 0.85", style="rounded"]; + 2[label = "add_extra_components", color = "0.43 0.6 0.85", style="rounded"]; + 3[label = "cluster_network\nclusters: 6", color = "0.17 0.6 0.85", style="rounded"]; + 4[label = "simplify_network\nsimpl: ", color = "0.49 0.6 0.85", style="rounded"]; + 5[label = "add_electricity", color = "0.26 0.6 0.85", style="rounded"]; + 6[label = "build_renewable_profiles\ntechnology: solar", color = "0.02 0.6 0.85", style="rounded"]; + 7[label = "base_network", color = "0.35 0.6 0.85", style="rounded"]; + 8[label = "build_shapes", color = "0.62 0.6 0.85", style="rounded"]; + 9[label = "retrieve_databundle", color = "0.24 0.6 0.85", style="rounded"]; + 10[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.36 0.6 0.85", style="rounded"]; + 11[label = "build_renewable_profiles\ntechnology: solar-hsat", color = "0.02 0.6 0.85", style="rounded"]; + 12[label = "build_renewable_profiles\ntechnology: onwind", color = "0.02 0.6 0.85", style="rounded"]; + 13[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.02 0.6 0.85", style="rounded"]; + 14[label = "build_ship_raster", color = "0.08 0.6 0.85", style="rounded"]; + 15[label = "retrieve_ship_raster", color = "0.28 0.6 0.85", style="rounded"]; + 16[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.02 0.6 0.85", style="rounded"]; + 17[label = "build_renewable_profiles\ntechnology: offwind-float", color = "0.02 0.6 0.85", style="rounded"]; + 18[label = "build_line_rating", color = "0.07 0.6 0.85", style="rounded"]; + 19[label = "retrieve_cost_data\nyear: 2030", color = "0.47 0.6 0.85", style="rounded"]; + 20[label = "build_powerplants", color = "0.11 0.6 0.85", style="rounded"]; + 21[label = "build_electricity_demand", color = "0.05 0.6 0.85", style="rounded"]; + 22[label = "retrieve_electricity_demand", color = "0.58 0.6 0.85", style="rounded"]; + 23[label = "retrieve_synthetic_electricity_demand", color = "0.11 0.6 0.85", style="rounded"]; 1 -> 0 2 -> 1 - 17 -> 1 + 19 -> 1 3 -> 2 - 17 -> 2 + 19 -> 2 4 -> 3 - 17 -> 3 + 19 -> 3 5 -> 4 - 17 -> 4 + 19 -> 4 7 -> 4 6 -> 5 11 -> 5 12 -> 5 - 15 -> 5 - 7 -> 5 + 13 -> 5 16 -> 5 17 -> 5 + 7 -> 5 18 -> 5 19 -> 5 + 20 -> 5 + 21 -> 5 8 -> 5 7 -> 6 9 -> 6 @@ -186,21 +190,30 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 10 -> 11 7 -> 12 9 -> 12 - 13 -> 12 8 -> 12 10 -> 12 + 7 -> 13 + 9 -> 13 14 -> 13 + 8 -> 13 10 -> 13 - 7 -> 15 - 9 -> 15 - 13 -> 15 - 8 -> 15 - 10 -> 15 + 15 -> 14 + 10 -> 14 7 -> 16 + 9 -> 16 + 14 -> 16 + 8 -> 16 10 -> 16 + 7 -> 17 + 9 -> 17 + 14 -> 17 + 8 -> 17 + 10 -> 17 7 -> 18 - 20 -> 19 - 21 -> 19 + 10 -> 18 + 7 -> 20 + 22 -> 21 + 23 -> 21 } | @@ -219,7 +232,7 @@ In the terminal, this will show up as a list of jobs to be run: build_electricity_demand 1 build_line_rating 1 build_powerplants 1 - build_renewable_profiles 4 + build_renewable_profiles 6 build_shapes 1 build_ship_raster 1 cluster_network 1 @@ -232,7 +245,7 @@ In the terminal, this will show up as a list of jobs to be run: retrieve_synthetic_electricity_demand 1 simplify_network 1 solve_network 1 - total 22 + total 24 ``snakemake`` then runs these jobs in the correct order. @@ -241,16 +254,15 @@ A job (here ``simplify_network``) will display its attributes and normally some .. code:: bash - [Mon Feb 19 17:06:17 2024] rule simplify_network: - input: resources/test/networks/elec.nc, data/costs_2030.csv, resources/test/regions_onshore.geojson, resources/test/regions_offshore.geojson - output: resources/test/networks/elec_s.nc, resources/test/regions_onshore_elec_s.geojson, resources/test/regions_offshore_elec_s.geojson, resources/test/busmap_elec_s.csv, resources/test/connection_costs_s.csv - log: logs/test-elec/simplify_network/elec_s.log + input: resources/test/networks/elec.nc, resources/test/costs_2030.csv, resources/test/regions_onshore.geojson, resources/test/regions_offshore.geojson + output: resources/test/networks/elec_s.nc, resources/test/regions_onshore_elec_s.geojson, resources/test/regions_offshore_elec_s.geojson, resources/test/busmap_elec_s.csv + log: logs/test/simplify_network/elec_s.log jobid: 4 - benchmark: benchmarks/test-elec/simplify_network/elec_s - reason: Missing output files: resources/test/regions_offshore_elec_s.geojson, resources/test/busmap_elec_s.csv, resources/test/regions_onshore_elec_s.geojson, resources/test/networks/elec_s.nc; Input files updated by another job: resources/test/regions_offshore.geojson, resources/test/networks/elec.nc, resources/test/regions_onshore.geojson, data/costs_2030.csv + benchmark: benchmarks/test/simplify_network/elec_s + reason: Forced execution wildcards: simpl= - resources: tmpdir=/tmp, mem_mb=12000, mem_mib=11445 + resources: tmpdir=, mem_mb=12000, mem_mib=11445 Once the whole worktree is finished, it should state so in the terminal. diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index 70943ab0b..450f1e696 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -96,7 +96,7 @@ which were already included in the electricity-only tutorial: build_population_layouts 1 build_population_weighted_energy_totals 2 build_powerplants 1 - build_renewable_profiles 5 + build_renewable_profiles 6 build_salt_cavern_potentials 1 build_shapes 1 build_ship_raster 1 @@ -120,13 +120,14 @@ which were already included in the electricity-only tutorial: retrieve_databundle 1 retrieve_electricity_demand 1 retrieve_eurostat_data 1 + retrieve_eurostat_household_data 1 retrieve_gas_infrastructure_data 1 retrieve_ship_raster 1 retrieve_synthetic_electricity_demand 1 simplify_network 1 solve_sector_network 1 time_aggregation 1 - total 67 + total 69 This covers the retrieval of additional raw data from online resources and preprocessing data about the transport, industry, and heating sectors as well as @@ -145,203 +146,264 @@ successfully. graph[bgcolor=white, margin=0]; node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; - 0[label = "all", color = "0.06 0.6 0.85", style="rounded"]; - 1[label = "plot_summary", color = "0.16 0.6 0.85", style="rounded"]; - 2[label = "make_summary", color = "0.57 0.6 0.85", style="rounded"]; - 3[label = "solve_sector_network", color = "0.35 0.6 0.85", style="rounded"]; - 4[label = "prepare_sector_network", color = "0.36 0.6 0.85", style="rounded"]; - 5[label = "build_renewable_profiles", color = "0.12 0.6 0.85", style="rounded"]; - 6[label = "base_network", color = "0.45 0.6 0.85", style="rounded"]; - 7[label = "build_shapes", color = "0.66 0.6 0.85", style="rounded"]; - 8[label = "retrieve_databundle", color = "0.28 0.6 0.85", style="rounded"]; - 9[label = "build_ship_raster", color = "0.58 0.6 0.85", style="rounded"]; - 10[label = "retrieve_ship_raster", color = "0.50 0.6 0.85", style="rounded"]; - 11[label = "retrieve_cutout", color = "0.34 0.6 0.85", style="rounded"]; - 12[label = "cluster_gas_network", color = "0.09 0.6 0.85", style="rounded"]; - 13[label = "build_gas_network", color = "0.19 0.6 0.85", style="rounded"]; - 14[label = "retrieve_gas_infrastructure_data", color = "0.52 0.6 0.85", style="rounded"]; - 15[label = "cluster_network", color = "0.05 0.6 0.85", style="rounded"]; - 16[label = "simplify_network", color = "0.50 0.6 0.85", style="rounded"]; - 17[label = "add_electricity", color = "0.32 0.6 0.85", style="rounded"]; - 18[label = "retrieve_cost_data", color = "0.39 0.6 0.85", style="rounded"]; - 19[label = "build_powerplants", color = "0.33 0.6 0.85", style="rounded"]; - 20[label = "build_electricity_demand", color = "0.31 0.6 0.85", style="rounded"]; - 21[label = "retrieve_electricity_demand", color = "0.23 0.6 0.85", style="rounded"]; - 22[label = "retrieve_synthetic_electricity_demand", color = "0.16 0.6 0.85", style="rounded"]; - 23[label = 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-> 4 + 6 -> 5 + 13 -> 5 + 14 -> 5 + 15 -> 5 + 29 -> 5 + 30 -> 5 + 31 -> 5 37 -> 5 - 41 -> 5 38 -> 5 - 53 -> 5 - 34 -> 5 - 39 -> 5 - 13 -> 5 42 -> 5 - 26 -> 5 - 32 -> 5 - 28 -> 5 - 17 -> 5 - 16 -> 5 - 35 -> 5 - 24 -> 5 - 43 -> 5 - 6 -> 5 - 31 -> 5 + 44 -> 5 + 45 -> 5 + 39 -> 5 9 -> 5 + 47 -> 5 + 24 -> 5 + 48 -> 5 19 -> 5 - 8 -> 6 + 18 -> 5 + 41 -> 5 + 49 -> 5 + 50 -> 5 + 33 -> 5 + 60 -> 5 + 46 -> 5 + 61 -> 5 + 62 -> 5 + 63 -> 5 + 36 -> 5 + 64 -> 5 + 65 -> 5 7 -> 6 9 -> 6 - 12 -> 6 10 -> 6 + 8 -> 6 + 12 -> 6 8 -> 7 9 -> 8 - 12 -> 10 11 -> 10 - 14 -> 13 - 16 -> 13 - 15 -> 14 + 12 -> 10 + 7 -> 13 + 9 -> 13 + 10 -> 13 + 8 -> 13 + 12 -> 13 + 7 -> 14 + 9 -> 14 + 10 -> 14 + 8 -> 14 + 12 -> 14 + 16 -> 15 + 18 -> 15 17 -> 16 - 19 -> 16 - 18 -> 17 - 7 -> 17 - 19 -> 17 - 8 -> 18 - 21 -> 18 - 7 -> 18 - 20 -> 18 19 -> 18 - 6 -> 18 + 24 -> 18 + 20 -> 19 + 24 -> 19 + 7 -> 19 + 21 -> 20 + 22 -> 20 + 23 -> 20 + 6 -> 20 + 13 -> 20 + 14 -> 20 7 -> 20 - 22 -> 21 - 23 -> 21 - 15 -> 24 - 16 -> 24 - 31 -> 25 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42 + 39 -> 43 + 8 -> 44 + 18 -> 44 + 39 -> 44 + 41 -> 45 + 38 -> 45 + 39 -> 45 9 -> 45 46 -> 45 - 9 -> 46 + 35 -> 46 + 18 -> 46 + 12 -> 46 9 -> 47 - 48 -> 47 + 18 -> 47 + 8 -> 47 9 -> 48 - 32 -> 48 - 46 -> 48 - 50 -> 49 - 51 -> 49 - 35 -> 50 - 16 -> 50 - 48 -> 51 - 47 -> 52 - 50 -> 52 - 34 -> 53 - 35 -> 53 - 39 -> 54 + 18 -> 48 + 35 -> 49 + 19 -> 49 + 12 -> 49 + 51 -> 50 + 56 -> 50 + 59 -> 50 + 52 -> 51 + 54 -> 51 + 55 -> 51 + 53 -> 52 + 9 -> 52 + 9 -> 53 + 9 -> 54 + 55 -> 54 53 -> 55 - 35 -> 55 - 33 -> 55 - 17 -> 56 - 3 -> 56 - 16 -> 56 - 54 -> 56 - 19 -> 56 - 5 -> 56 - 6 -> 56 - 16 -> 57 - 16 -> 58 - 3 -> 58 - 16 -> 59 - 3 -> 59 + 9 -> 55 + 37 -> 55 + 57 -> 56 + 58 -> 56 + 18 -> 57 + 41 -> 57 + 55 -> 58 + 57 -> 59 + 54 -> 59 + 39 -> 60 + 41 -> 60 + 35 -> 61 + 18 -> 61 + 12 -> 61 + 35 -> 62 + 18 -> 62 + 12 -> 62 + 46 -> 63 + 61 -> 63 + 62 -> 63 + 35 -> 64 + 18 -> 64 + 12 -> 64 + 35 -> 65 + 18 -> 65 + 12 -> 65 + 41 -> 66 + 38 -> 66 + 60 -> 66 + 68 -> 67 + 71 -> 67 + 21 -> 68 + 22 -> 68 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79 + 86 -> 79 + 46 -> 79 + 61 -> 79 + 62 -> 79 + 63 -> 79 + 36 -> 79 + 64 -> 79 + 65 -> 79 + 9 -> 80 + 18 -> 80 + 8 -> 80 + 83 -> 82 + 84 -> 82 + 59 -> 82 + 52 -> 83 + 54 -> 83 + 55 -> 83 + 57 -> 84 + 85 -> 84 + 55 -> 85 + 39 -> 86 + 41 -> 86 + 18 -> 87 + 3 -> 88 + 18 -> 88 + 67 -> 89 + 18 -> 89 + 77 -> 90 + 18 -> 90 + 3 -> 91 + 18 -> 91 + 67 -> 92 + 18 -> 92 + 77 -> 93 + 18 -> 93 } | diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 260c17fdd..bc610a5aa 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,472 +1,464 @@ -# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: CC0-1.0 - name: pypsa-eur channels: -- bioconda -- http://conda.anaconda.org/gurobi - conda-forge +- bioconda +- gurobi +- defaults dependencies: -- _libgcc_mutex=0.1=conda_forge -- _openmp_mutex=4.5=2_gnu -- affine=2.4.0=pyhd8ed1ab_0 -- alsa-lib=1.2.11=hd590300_1 -- ampl-mp=3.1.0=h2cc385e_1006 -- amply=0.1.6=pyhd8ed1ab_0 -- appdirs=1.4.4=pyh9f0ad1d_0 -- argparse-dataclass=2.0.0=pyhd8ed1ab_0 -- asttokens=2.4.1=pyhd8ed1ab_0 -- atk-1.0=2.38.0=h04ea711_2 -- atlite=0.2.12=pyhd8ed1ab_0 -- attr=2.5.1=h166bdaf_1 -- attrs=23.2.0=pyh71513ae_0 -- aws-c-auth=0.7.18=he0b1f16_0 -- aws-c-cal=0.6.11=heb1d5e4_0 -- aws-c-common=0.9.15=hd590300_0 -- aws-c-compression=0.2.18=hce8ee76_3 -- aws-c-event-stream=0.4.2=h01f5eca_8 -- aws-c-http=0.8.1=hdb68c23_10 -- aws-c-io=0.14.7=hbfbeace_6 -- aws-c-mqtt=0.10.4=h50844eb_0 -- aws-c-s3=0.5.7=h6be9164_2 -- aws-c-sdkutils=0.1.15=hce8ee76_3 -- aws-checksums=0.1.18=hce8ee76_3 -- aws-crt-cpp=0.26.8=h2150271_2 -- aws-sdk-cpp=1.11.267=hddb5a97_7 -- azure-core-cpp=1.11.1=h91d86a7_1 -- azure-identity-cpp=1.6.0=hf1915f5_1 -- azure-storage-blobs-cpp=12.10.0=h00ab1b0_1 -- azure-storage-common-cpp=12.5.0=h94269e2_4 -- beautifulsoup4=4.12.3=pyha770c72_0 -- blosc=1.21.5=hc2324a3_1 -- bokeh=3.4.1=pyhd8ed1ab_0 -- bottleneck=1.3.8=py311h1f0f07a_0 -- branca=0.7.2=pyhd8ed1ab_0 -- 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xorg-libxdmcp=1.1.3=h7f98852_0 -- xorg-libxext=1.3.4=h0b41bf4_2 -- xorg-libxfixes=5.0.3=h7f98852_1004 -- xorg-libxi=1.7.10=h7f98852_0 -- xorg-libxrender=0.9.11=hd590300_0 -- xorg-libxt=1.3.0=hd590300_1 -- xorg-libxtst=1.2.3=h7f98852_1002 -- xorg-recordproto=1.14.2=h7f98852_1002 -- xorg-renderproto=0.11.1=h7f98852_1002 -- xorg-xextproto=7.3.0=h0b41bf4_1003 -- xorg-xf86vidmodeproto=2.3.1=h7f98852_1002 -- xorg-xproto=7.0.31=h7f98852_1007 -- xyzservices=2024.4.0=pyhd8ed1ab_0 -- xz=5.2.6=h166bdaf_0 -- yaml=0.2.5=h7f98852_2 -- yte=1.5.4=pyha770c72_0 -- zict=3.0.0=pyhd8ed1ab_0 -- zipp=3.17.0=pyhd8ed1ab_0 -- zlib=1.2.13=hd590300_5 -- zlib-ng=2.0.7=h0b41bf4_0 -- zstd=1.5.5=hfc55251_0 +- _libgcc_mutex=0.1 +- _openmp_mutex=4.5 +- affine=2.4.0 +- alsa-lib=1.2.11 +- ampl-mp=3.1.0 +- amply=0.1.6 +- appdirs=1.4.4 +- argparse-dataclass=2.0.0 +- asttokens=2.4.1 +- atk-1.0=2.38.0 +- atlite=0.2.12 +- attr=2.5.1 +- attrs=23.2.0 +- aws-c-auth=0.7.22 +- aws-c-cal=0.6.14 +- aws-c-common=0.9.19 +- 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conda-inject=1.3.1 +- configargparse=1.7 +- connection_pool=0.0.3 +- contourpy=1.2.1 +- country_converter=1.2 +- cppad=20240000.4 +- cycler=0.12.1 +- cytoolz=0.12.3 +- dask=2024.5.1 +- dask-core=2024.5.1 +- dask-expr=1.1.1 +- datrie=0.8.2 +- dbus=1.13.6 +- decorator=5.1.1 +- deprecation=2.1.0 +- descartes=1.1.0 +- distlib=0.3.8 +- distributed=2024.5.1 +- distro=1.9.0 +- docutils=0.21.2 +- dpath=2.1.6 +- entsoe-py=0.6.7 +- et_xmlfile=1.1.0 +- exceptiongroup=1.2.0 +- executing=2.0.1 +- expat=2.6.2 +- filelock=3.14.0 +- fiona=1.9.6 +- fmt=10.2.1 +- folium=0.16.0 +- font-ttf-dejavu-sans-mono=2.37 +- font-ttf-inconsolata=3.000 +- font-ttf-source-code-pro=2.038 +- font-ttf-ubuntu=0.83 +- fontconfig=2.14.2 +- fonts-conda-ecosystem=1 +- fonts-conda-forge=1 +- fonttools=4.52.1 +- freetype=2.12.1 +- freexl=2.0.0 +- fribidi=1.0.10 +- fsspec=2024.5.0 +- gdal=3.8.5 +- gdk-pixbuf=2.42.12 +- geographiclib=2.0 +- geojson-rewind=1.1.0 +- geopandas=0.14.4 +- geopandas-base=0.14.4 +- geopy=2.4.1 +- geos=3.12.1 +- geotiff=1.7.3 +- gettext=0.22.5 +- gettext-tools=0.22.5 +- gflags=2.2.2 +- giflib=5.2.2 +- gitdb=4.0.11 +- gitpython=3.1.43 +- glib=2.80.2 +- glib-tools=2.80.2 +- glog=0.7.0 +- glpk=5.0 +- gmp=6.3.0 +- graphite2=1.3.13 +- graphviz=11.0.0 +- gst-plugins-base=1.24.3 +- gstreamer=1.24.3 +- gtk2=2.24.33 +- gts=0.7.6 +- gurobi=11.0.2 +- harfbuzz=8.5.0 +- hdf4=4.2.15 +- hdf5=1.14.3 +- humanfriendly=10.0 +- icu=73.2 +- identify=2.5.36 +- idna=3.7 +- immutables=0.20 +- importlib-metadata=7.1.0 +- importlib_metadata=7.1.0 +- importlib_resources=6.4.0 +- iniconfig=2.0.0 +- ipopt=3.14.16 +- ipython=8.24.0 +- jedi=0.19.1 +- jinja2=3.1.4 +- joblib=1.4.2 +- json-c=0.17 +- jsonschema=4.22.0 +- jsonschema-specifications=2023.12.1 +- jupyter_core=5.7.2 +- kealib=1.5.3 +- keyutils=1.6.1 +- kiwisolver=1.4.5 +- krb5=1.21.2 +- lame=3.100 +- lcms2=2.16 +- ld_impl_linux-64=2.40 +- lerc=4.0.0 +- libabseil=20240116.2 +- libaec=1.1.3 +- libarchive=3.7.4 +- libarrow=16.1.0 +- libarrow-acero=16.1.0 +- libarrow-dataset=16.1.0 +- libarrow-substrait=16.1.0 +- libasprintf=0.22.5 +- libasprintf-devel=0.22.5 +- libblas=3.9.0 +- libboost-headers=1.85.0 +- libbrotlicommon=1.1.0 +- libbrotlidec=1.1.0 +- libbrotlienc=1.1.0 +- libcap=2.69 +- libcblas=3.9.0 +- libclang-cpp15=15.0.7 +- libclang13=18.1.5 +- libcrc32c=1.1.2 +- libcups=2.3.3 +- libcurl=8.8.0 +- libdeflate=1.20 +- libedit=3.1.20191231 +- libev=4.33 +- libevent=2.1.12 +- libexpat=2.6.2 +- libffi=3.4.2 +- libflac=1.4.3 +- libgcc-ng=13.2.0 +- libgcrypt=1.10.3 +- libgd=2.3.3 +- libgdal=3.8.5 +- libgettextpo=0.22.5 +- libgettextpo-devel=0.22.5 +- libgfortran-ng=13.2.0 +- libgfortran5=13.2.0 +- libglib=2.80.2 +- libgomp=13.2.0 +- libgoogle-cloud=2.24.0 +- libgoogle-cloud-storage=2.24.0 +- libgpg-error=1.49 +- libgrpc=1.62.2 +- libhwloc=2.9.3 +- libiconv=1.17 +- libjpeg-turbo=3.0.0 +- libkml=1.3.0 +- liblapack=3.9.0 +- liblapacke=3.9.0 +- libllvm15=15.0.7 +- libllvm18=18.1.6 +- libnetcdf=4.9.2 +- libnghttp2=1.58.0 +- libnsl=2.0.1 +- libogg=1.3.4 +- libopenblas=0.3.27 +- libopus=1.3.1 +- libparquet=16.1.0 +- libpng=1.6.43 +- libpq=16.3 +- libprotobuf=4.25.3 +- libre2-11=2023.09.01 +- librsvg=2.58.0 +- librttopo=1.1.0 +- libscotch=7.0.4 +- libsndfile=1.2.2 +- libspatialindex=1.9.3 +- libspatialite=5.1.0 +- libspral=2024.01.18 +- libsqlite=3.45.3 +- libssh2=1.11.0 +- libstdcxx-ng=13.2.0 +- libsystemd0=255 +- libthrift=0.19.0 +- libtiff=4.6.0 +- libutf8proc=2.8.0 +- libuuid=2.38.1 +- libvorbis=1.3.7 +- libwebp=1.4.0 +- libwebp-base=1.4.0 +- libxcb=1.15 +- libxcrypt=4.4.36 +- libxkbcommon=1.7.0 +- libxml2=2.12.7 +- libxslt=1.1.39 +- libzip=1.10.1 +- libzlib=1.2.13 +- linopy=0.3.9 +- locket=1.0.0 +- lxml=5.2.2 +- lz4=4.3.3 +- lz4-c=1.9.4 +- lzo=2.10 +- mapclassify=2.6.1 +- markupsafe=2.1.5 +- matplotlib=3.8.4 +- matplotlib-base=3.8.4 +- matplotlib-inline=0.1.7 +- memory_profiler=0.61.0 +- metis=5.1.0 +- minizip=4.0.5 +- mpfr=4.2.1 +- mpg123=1.32.6 +- msgpack-python=1.0.8 +- multiurl=0.3.1 +- mumps-include=5.7.1 +- mumps-seq=5.7.1 +- munkres=1.1.4 +- mysql-common=8.3.0 +- mysql-libs=8.3.0 +- nbformat=5.10.4 +- ncurses=6.5 +- netcdf4=1.6.5 +- networkx=3.3 +- nodeenv=1.8.0 +- nomkl=1.0 +- nspr=4.35 +- nss=3.100 +- numexpr=2.9.0 +- numpy=1.26.4 +- openjdk=22.0.1 +- openjpeg=2.5.2 +- openpyxl=3.1.2 +- openssl=3.3.0 +- orc=2.0.1 +- packaging=24.0 +- pandas=2.2.2 +- pango=1.52.2 +- parso=0.8.4 +- partd=1.4.2 +- patsy=0.5.6 +- pcre2=10.43 +- pexpect=4.9.0 +- pickleshare=0.7.5 +- pillow=10.3.0 +- pip=24.0 +- pixman=0.43.2 +- pkgutil-resolve-name=1.3.10 +- plac=1.4.3 +- platformdirs=4.2.2 +- pluggy=1.5.0 +- ply=3.11 +- poppler=24.04.0 +- poppler-data=0.4.12 +- postgresql=16.3 +- powerplantmatching=0.5.15 +- pre-commit=3.7.1 +- progressbar2=4.4.2 +- proj=9.4.0 +- prompt-toolkit=3.0.42 +- psutil=5.9.8 +- pthread-stubs=0.4 +- ptyprocess=0.7.0 +- pulp=2.8.0 +- pulseaudio-client=17.0 +- pure_eval=0.2.2 +- py-cpuinfo=9.0.0 +- pyarrow=16.1.0 +- pyarrow-core=16.1.0 +- pyarrow-hotfix=0.6 +- pycountry=22.3.5 +- pycparser=2.22 +- pygments=2.18.0 +- pyomo=6.6.1 +- pyparsing=3.1.2 +- pyproj=3.6.1 +- pypsa=0.28.0 +- pyqt=5.15.9 +- pyqt5-sip=12.12.2 +- pyscipopt=5.0.1 +- pyshp=2.3.1 +- pysocks=1.7.1 +- pytables=3.9.2 +- pytest=8.2.1 +- python=3.11.9 +- python-dateutil=2.9.0 +- python-fastjsonschema=2.19.1 +- python-tzdata=2024.1 +- python-utils=3.8.2 +- python_abi=3.11 +- pytz=2024.1 +- pyxlsb=1.0.10 +- pyyaml=6.0.1 +- qt-main=5.15.8 +- rasterio=1.3.10 +- re2=2023.09.01 +- readline=8.2 +- referencing=0.35.1 +- requests=2.32.2 +- reretry=0.11.8 +- rioxarray=0.15.5 +- rpds-py=0.18.1 +- rtree=1.2.0 +- s2n=1.4.15 +- scikit-learn=1.5.0 +- scip=9.0.1 +- scipy=1.13.1 +- scotch=7.0.4 +- seaborn=0.13.2 +- seaborn-base=0.13.2 +- setuptools=70.0.0 +- setuptools-scm=8.1.0 +- setuptools_scm=8.1.0 +- shapely=2.0.4 +- sip=6.7.12 +- six=1.16.0 +- smart_open=7.0.4 +- smmap=5.0.0 +- snakemake-interface-common=1.17.2 +- snakemake-interface-executor-plugins=9.1.1 +- snakemake-interface-report-plugins=1.0.0 +- snakemake-interface-storage-plugins=3.2.2 +- snakemake-minimal=8.11.6 +- snappy=1.2.0 +- snuggs=1.4.7 +- sortedcontainers=2.4.0 +- soupsieve=2.5 +- spdlog=1.13.0 +- sqlite=3.45.3 +- stack_data=0.6.2 +- statsmodels=0.14.2 +- stopit=1.1.2 +- tabula-py=2.7.0 +- tabulate=0.9.0 +- tbb=2021.11.0 +- tblib=3.0.0 +- threadpoolctl=3.5.0 +- throttler=1.2.2 +- tiledb=2.23.0 +- tk=8.6.13 +- toml=0.10.2 +- tomli=2.0.1 +- toolz=0.12.1 +- toposort=1.10 +- tornado=6.4 +- tqdm=4.66.4 +- traitlets=5.14.3 +- typing-extensions=4.11.0 +- typing_extensions=4.11.0 +- tzcode=2024a +- tzdata=2024a +- ukkonen=1.0.1 +- unidecode=1.3.8 +- unixodbc=2.3.12 +- uriparser=0.9.8 +- urllib3=2.2.1 +- validators=0.28.2 +- virtualenv=20.26.2 +- wcwidth=0.2.13 +- wheel=0.43.0 +- wrapt=1.16.0 +- xarray=2024.5.0 +- xcb-util=0.4.0 +- xcb-util-image=0.4.0 +- xcb-util-keysyms=0.4.0 +- xcb-util-renderutil=0.3.9 +- xcb-util-wm=0.4.1 +- xerces-c=3.2.5 +- xkeyboard-config=2.41 +- xlrd=2.0.1 +- xorg-fixesproto=5.0 +- xorg-inputproto=2.3.2 +- xorg-kbproto=1.0.7 +- xorg-libice=1.1.1 +- xorg-libsm=1.2.4 +- xorg-libx11=1.8.9 +- xorg-libxau=1.0.11 +- xorg-libxdmcp=1.1.3 +- xorg-libxext=1.3.4 +- xorg-libxfixes=5.0.3 +- xorg-libxi=1.7.10 +- xorg-libxrender=0.9.11 +- xorg-libxt=1.3.0 +- xorg-libxtst=1.2.3 +- xorg-recordproto=1.14.2 +- xorg-renderproto=0.11.1 +- xorg-xextproto=7.3.0 +- xorg-xf86vidmodeproto=2.3.1 +- xorg-xproto=7.0.31 +- xyzservices=2024.4.0 +- xz=5.2.6 +- yaml=0.2.5 +- yte=1.5.4 +- zict=3.0.0 +- zipp=3.17.0 +- zlib=1.2.13 +- zlib-ng=2.0.7 +- zstd=1.5.6 - pip: - highspy==1.5.3 - oauthlib==3.2.2 - requests-oauthlib==1.3.1 - snakemake-executor-plugin-cluster-generic==1.0.9 - - snakemake-executor-plugin-slurm==0.4.5 + - snakemake-executor-plugin-slurm==0.5.1 - snakemake-executor-plugin-slurm-jobstep==0.2.1 - snakemake-storage-plugin-http==0.2.3 - tsam==2.3.1 From 4b1ecca690f87259388f1f29530933413cb5d7d1 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 26 May 2024 07:25:40 +0200 Subject: [PATCH 270/270] fix reuse of envs/*.yaml --- envs/environment.fixed.yaml | 4 ++++ envs/environment.yaml | 2 +- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index bc610a5aa..67fff66f2 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,3 +1,7 @@ +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + name: pypsa-eur channels: - conda-forge diff --git a/envs/environment.yaml b/envs/environment.yaml index dc5fad2b5..37c3870b3 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -1,6 +1,6 @@ # SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors # -# SPDX-License-Identifier: MIT +# SPDX-License-Identifier: CC0-1.0 name: pypsa-eur channels:

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When using time step segmentation, time aggregation is constant over planning horizons of the same network. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/doc/sector.rst b/doc/sector.rst index bdfc5386f..e186ccf75 100644 --- a/doc/sector.rst +++ b/doc/sector.rst @@ -183,6 +183,11 @@ Rule ``cluster_gas_network`` .. automodule:: cluster_gas_network +Rule ``time_aggregation`` +============================================================================== + +.. automodule:: time_aggregation + Rule ``prepare_sector_network`` ============================================================================== diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index 67b65a3ec..70943ab0b 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -71,12 +71,14 @@ which were already included in the electricity-only tutorial: add_electricity 1 add_extra_components 1 all 1 + base_network 1 build_ammonia_production 1 build_biomass_potentials 1 build_clustered_population_layouts 1 build_cop_profiles 1 build_daily_heat_demand 1 build_district_heat_share 1 + build_electricity_demand 1 build_energy_totals 1 build_gas_input_locations 1 build_gas_network 1 @@ -93,8 +95,10 @@ which were already included in the electricity-only tutorial: build_industry_sector_ratios_intermediate 1 build_population_layouts 1 build_population_weighted_energy_totals 2 - build_renewable_profiles 4 + build_powerplants 1 + build_renewable_profiles 5 build_salt_cavern_potentials 1 + build_shapes 1 build_ship_raster 1 build_shipping_demand 1 build_simplified_population_layouts 1 @@ -117,9 +121,12 @@ which were already included in the electricity-only tutorial: retrieve_electricity_demand 1 retrieve_eurostat_data 1 retrieve_gas_infrastructure_data 1 + retrieve_ship_raster 1 + retrieve_synthetic_electricity_demand 1 simplify_network 1 solve_sector_network 1 - total 63 + time_aggregation 1 + total 67 This covers the retrieval of 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a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 3d9084814..93b41f3af 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -1,4 +1,40 @@ # -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Defines the time aggregation to be used for sector-coupled network. + +Relevant Settings +----------------- + +.. code:: yaml + + clustering: + temporal: + resolution_sector: + + enable: + drop_leap_day: + +Inputs +------ + +- ``networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc``: the network whose snapshots are to be aggregated +- ``resources/hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc``: the total hourly heat demand +- ``resources/solar_thermal_total_elec_s{simpl}_{clusters}.nc``: the total hourly solar thermal generation + +Outputs +------- + +- ``snapshot_weightings_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.csv`` + +Description +----------- +Computes a time aggregation scheme for the given network, in the form of a CSV file with the snapshot weightings, indexed by the new subset of snapshots. This rule only computes said aggregation scheme; aggregation of time-varying network data is done in ``prepare_sector_network.py``. +""" + + import logging import numpy as np @@ -69,16 +105,18 @@ for attr, pnl in c.pnl.items() if not pnl.empty and attr != "e_min_pu" ] - dfs.append( - xr.open_dataset(snakemake.input.hourly_heat_demand_total) - .to_dataframe() - .unstack(level=1) - ) - dfs.append( - xr.open_dataset(snakemake.input.solar_thermal_total) - .to_dataframe() - .unstack(level=1) - ) + if snakemake.input.hourly_heat_demand_total: + dfs.append( + xr.open_dataset(snakemake.input.hourly_heat_demand_total) + .to_dataframe() + .unstack(level=1) + ) + if snakemake.input.solar_thermal_total: + dfs.append( + xr.open_dataset(snakemake.input.solar_thermal_total) + .to_dataframe() + .unstack(level=1) + ) df = pd.concat(dfs, axis=1) # Reset columns to flat index From 26184e370bd3ec34ecfc8209c7c27909eb5625e7 Mon Sep 17 00:00:00 2001 From: JulianGeis Date: Wed, 17 Apr 2024 15:02:13 +0200 Subject: [PATCH 210/270] add functionality for post discretization of lines and transmission infrastructure links --- scripts/solve_network.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 9a6384b5c..2a64a0f80 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -45,6 +45,7 @@ ) from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense +from pypsa.optimization.abstract import optimize_transmission_expansion_iteratively logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -919,11 +920,13 @@ def solve_network(n, config, solving, **kwargs): elif skip_iterations: status, condition = n.optimize(**kwargs) else: - kwargs["track_iterations"] = (cf_solving.get("track_iterations", False),) - kwargs["min_iterations"] = (cf_solving.get("min_iterations", 4),) - kwargs["max_iterations"] = (cf_solving.get("max_iterations", 6),) - status, condition = n.optimize.optimize_transmission_expansion_iteratively( - **kwargs + kwargs["track_iterations"] = cf_solving["track_iterations"] + kwargs["min_iterations"] = cf_solving["min_iterations"] + kwargs["max_iterations"] = cf_solving["max_iterations"] + kwargs["lines_disc"] = config["post-discretization"]["lines"] + kwargs["links_disc"] = config["post-discretization"]["links"] + status, condition = optimize_transmission_expansion_iteratively( + n, **kwargs ) if status != "ok" and not rolling_horizon: From 5dc2e6862b657266cef411824a46f5e0d7b6dfa2 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 17 Apr 2024 13:03:17 +0000 Subject: [PATCH 211/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/solve_network.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2a64a0f80..0ca490f07 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -925,9 +925,7 @@ def solve_network(n, config, solving, **kwargs): kwargs["max_iterations"] = cf_solving["max_iterations"] kwargs["lines_disc"] = config["post-discretization"]["lines"] kwargs["links_disc"] = config["post-discretization"]["links"] - status, condition = optimize_transmission_expansion_iteratively( - n, **kwargs - ) + status, condition = optimize_transmission_expansion_iteratively(n, **kwargs) if status != "ok" and not rolling_horizon: logger.warning( From 84689e9257e575ff297df8cf17015258a29ad6f1 Mon Sep 17 00:00:00 2001 From: JulianGeis Date: Mon, 6 May 2024 13:43:55 +0200 Subject: [PATCH 212/270] add docu --- doc/configtables/post_discretization.csv | 10 ++++++++++ doc/release_notes.rst | 2 ++ 2 files changed, 12 insertions(+) create mode 100644 doc/configtables/post_discretization.csv diff --git a/doc/configtables/post_discretization.csv b/doc/configtables/post_discretization.csv new file mode 100644 index 000000000..777400761 --- /dev/null +++ b/doc/configtables/post_discretization.csv @@ -0,0 +1,10 @@ +,Unit,Values,Description +post-discretization,,, +-- AC,int,1700,Minimum capacity of discrete "AC" line expansion steps. +links,,, +-- DC,int,2000,Check +-- gas pipeline,int,1500,Minimum capacity of discrete "gas pipeline". +-- gas pipeline new,int,1500,Minimum capacity of discrete "new gas pipeline". +-- H2 pipeline,int,1200,Minimum capacity of discrete "H2 pipeline". +-- H2 pipeline (Kernnetz),int,1200,Minimum capacity of discrete "H2 pipeline (Kernnetz)". +-- H2 pipeline retrofitted,int,1200,Minimum capacity of discrete "retrofitted H2 pipeline". diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 6605f9a45..c2216d039 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -43,6 +43,8 @@ Upcoming Release * Allow dictionary for the config aviation_demand_factor. +* Post discretize network infrastructure like lines and links. + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * Update data bundle: From 9b50c846a09254588d7e96cc8c1e36618482606c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 14:56:50 +0200 Subject: [PATCH 213/270] solve: add option for post-discretization of lines and links --- config/config.default.yaml | 13 +++++++++++-- doc/configtables/post_discretization.csv | 10 ---------- doc/configtables/solving.csv | 7 +++++++ doc/release_notes.rst | 5 ++++- envs/environment.yaml | 2 +- scripts/solve_network.py | 9 +++++---- 6 files changed, 28 insertions(+), 18 deletions(-) delete mode 100644 doc/configtables/post_discretization.csv diff --git a/config/config.default.yaml b/config/config.default.yaml index 1e7af9ea9..e04ac2a3d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -770,11 +770,20 @@ solving: # io_api: "direct" # Increases performance but only supported for the highs and gurobi solvers # options that go into the optimize function track_iterations: false - min_iterations: 4 - max_iterations: 6 + min_iterations: 2 + max_iterations: 3 transmission_losses: 2 linearized_unit_commitment: true horizon: 365 + post_discretization: + enable: false + line_unit_size: 1700 + link_unit_size: + DC: 2000 + H2 pipeline: 1200 + gas pipeline: 1500 + line_threshold: 0.3 + link_threshold: 0.3 constraints: CCL: false diff --git a/doc/configtables/post_discretization.csv b/doc/configtables/post_discretization.csv deleted file mode 100644 index 777400761..000000000 --- a/doc/configtables/post_discretization.csv +++ /dev/null @@ -1,10 +0,0 @@ -,Unit,Values,Description -post-discretization,,, --- AC,int,1700,Minimum capacity of discrete "AC" line expansion steps. -links,,, --- DC,int,2000,Check --- gas pipeline,int,1500,Minimum capacity of discrete "gas pipeline". --- gas pipeline new,int,1500,Minimum capacity of discrete "new gas pipeline". --- H2 pipeline,int,1200,Minimum capacity of discrete "H2 pipeline". --- H2 pipeline (Kernnetz),int,1200,Minimum capacity of discrete "H2 pipeline (Kernnetz)". --- H2 pipeline retrofitted,int,1200,Minimum capacity of discrete "retrofitted H2 pipeline". diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 4d2451953..1fb2c6921 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -14,6 +14,13 @@ options,,, -- transmission_losses,int,[0-9],"Add piecewise linear approximation of transmission losses based on n tangents. Defaults to 0, which means losses are ignored." -- linearized_unit_commitment,bool,"{'true','false'}",Whether to optimise using the linearized unit commitment formulation. -- horizon,--,int,Number of snapshots to consider in each iteration. Defaults to 100. +-- post_discretization,,, +-- -- enable,bool,"{'true','false'}",Switch to enable post-discretization of the network. Disabled by default. +-- -- line_unit_size,MW,float,Discrete unit size of lines in MW. +-- -- link_unit_size,MW,float,Discrete unit size of links in MW by carrier (given in dictionary style. +-- -- -- {carrier},,, +-- -- line_threshold,,float,The threshold relative to the discrete line unit size beyond which to round up to the next unit. Defaults to 0.3. +-- -- link_threshold,,float,The threshold relative to the discrete link unit size beyond which to round up to the next unit. Defaults to 0.3. constraints ,,, -- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. -- EQ,bool/string,"{'false',`n(c| )``; i.e. ``0.5``-``0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c2216d039..f7e816eed 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -43,7 +43,10 @@ Upcoming Release * Allow dictionary for the config aviation_demand_factor. -* Post discretize network infrastructure like lines and links. +* Add option to post-discretize line and link capacities based on unit sizes and + rounding thresholds specified in the configuration under ``solving: options: + post_discretization:`` when iterative solving is enables (``solving: optiosn: + skip_iterations: false``). This option is disabled by default. * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. diff --git a/envs/environment.yaml b/envs/environment.yaml index 58835603d..dc5fad2b5 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- pypsa>=0.26.1 +- pypsa>=0.28 - linopy - dask diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0ca490f07..67c5e8058 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -45,7 +45,6 @@ ) from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense -from pypsa.optimization.abstract import optimize_transmission_expansion_iteratively logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -923,9 +922,11 @@ def solve_network(n, config, solving, **kwargs): kwargs["track_iterations"] = cf_solving["track_iterations"] kwargs["min_iterations"] = cf_solving["min_iterations"] kwargs["max_iterations"] = cf_solving["max_iterations"] - kwargs["lines_disc"] = config["post-discretization"]["lines"] - kwargs["links_disc"] = config["post-discretization"]["links"] - status, condition = optimize_transmission_expansion_iteratively(n, **kwargs) + if cf_solving["post_discretization"].pop("enable"): + kwargs.update(cf_solving["post_discretization"]) + status, condition = n.optimize.optimize_transmission_expansion_iteratively( + **kwargs + ) if status != "ok" and not rolling_horizon: logger.warning( From a9be2825ecfa043166883826bbf5d258a7be51da Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 14:59:34 +0200 Subject: [PATCH 214/270] reforumlate constraint --- scripts/solve_network.py | 123 ++++++++++++++++++--------------------- 1 file changed, 57 insertions(+), 66 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 302f1be24..665274b74 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -230,79 +230,70 @@ def add_solar_potential_constraints(n, config): } rename = {"Generator-ext": "Generator"} - gen_index = n.generators[n.generators.p_nom_extendable].index - filters = [ - ("solar", True), - ("thermal", False), - ("rooftop", False), - ] ## filter all utility solar generation except solar thermal - solar = reduce( - lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], - filters, - gen_index, - ) + solar_carriers = ["solar", "solar-hsat"] + solar = n.generators[n.generators.carrier.isin(solar_carriers) + & n.generators.p_nom_extendable].index + solar_today = n.generators[ (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) ].index solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index - if not solar.empty: + if solar.empty: return - land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) - for key in land_use_factors.keys(): - land_use = land_use.apply( - lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 - ) + land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) + for carrier, factor in land_use_factors.items(): + land_use = land_use.apply( + lambda x: (x * factor) if carrier in x.name else x, axis=1 + ) - if "m" in snakemake.wildcards.clusters: - location = pd.Series( - [" ".join(i.split(" ")[:2]) for i in n.generators.index], - index=n.generators.index, - ) - ggrouper = pd.Series( - n.generators.loc[solar].index.rename("bus").map(location), - index=n.generators.loc[solar].index, - ).to_xarray() - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby( - n.generators.loc[solar_today].index.rename("bus").map(location) - ) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) - - else: - location = ( - n.buses.location - if "location" in n.buses.columns - else pd.Series(n.buses.index, index=n.buses.index) + if "m" in snakemake.wildcards.clusters: + location = pd.Series( + [" ".join(i.split(" ")[:2]) for i in n.generators.index], + index=n.generators.index, + ) + ggrouper = pd.Series( + n.generators.loc[solar].index.rename("bus").map(location), + index=n.generators.loc[solar].index, + ).to_xarray() + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby( + n.generators.loc[solar_today].index.rename("bus").map(location) ) - ggrouper = n.generators.loc[solar].bus - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) - lhs = ( - ( - n.model["Generator-p_nom"].rename(rename).loc[solar] - * land_use.squeeze().values - ) - .groupby(ggrouper) + else: + location = ( + pd.Series(n.buses.index, index=n.buses.index) + ) + ggrouper = n.generators.loc[solar].bus + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)) .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) + + lhs = ( + ( + n.model["Generator-p_nom"].rename(rename).loc[solar] + * land_use.squeeze() ) + .groupby(ggrouper) + .sum() + ) - print("adding solar rooftop constraints...") - n.model.add_constraints(lhs <= rhs, name="solar_potential") + print("adding solar rooftop constraints...") + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): @@ -1053,13 +1044,13 @@ def solve_network(n, config, solving, **kwargs): from _helpers import mock_snakemake snakemake = mock_snakemake( - "solve_sector_network", - configfiles="../config/test/config.perfect.yaml", + "solve_network", + configfiles="../config/test/config.electricity.yaml", simpl="", opts="", - clusters="37", - ll="v1.0", - sector_opts="CO2L0-1H-T-H-B-I-A-dist1", + clusters="5", + ll="v1.5", + sector_opts="Co2L-24h", planning_horizons="2030", ) configure_logging(snakemake) From 541e267a838ff74fa29516597b6301e3200effab Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:00:42 +0200 Subject: [PATCH 215/270] replace print with logger.info --- scripts/prepare_sector_network.py | 2 +- scripts/solve_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f5eecf3db..f6f41876a 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3323,7 +3323,7 @@ def remove_h2_network(n): def remove_solar_tracking(n): for tech in ["solar-hsat"]: - print("removing " + tech) + logger.info("removing " + tech) n.mremove("Generator", n.generators.index[n.generators.carrier == tech]) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 665274b74..b0cef3ca2 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -292,7 +292,7 @@ def add_solar_potential_constraints(n, config): .sum() ) - print("adding solar rooftop constraints...") + logger.info("Adding solar potential constraint.") n.model.add_constraints(lhs <= rhs, name="solar_potential") From 6723191031b9e4b873d8431fa0d98d5eb7fc11f4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:04:04 +0200 Subject: [PATCH 216/270] simplify if statement --- scripts/add_brownfield.py | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 4559f80fc..7b0c4d39b 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -199,13 +199,10 @@ def adjust_renewable_profiles(n, input_profiles, params, year): ) for carrier in params["carriers"]: - if carrier == "hydro": - continue - if ( - carrier == "solar-hsat" - and not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] - ): - continue + if carrier == "hydro" or (carrier == "solar-hsat" and + not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] + ): continue + with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: continue From e4bc92592c4bb813d940ca47e18673756e312703 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:06:32 +0200 Subject: [PATCH 217/270] add solar-hsat to tests --- config/test/config.electricity.yaml | 3 ++- config/test/config.myopic.yaml | 2 +- config/test/config.overnight.yaml | 2 +- config/test/config.perfect.yaml | 2 +- 4 files changed, 5 insertions(+), 4 deletions(-) diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 579644157..c58965c80 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -32,7 +32,8 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] + atlite: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 5abae36d0..2f7cede7c 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -42,7 +42,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] atlite: default_cutout: be-03-2013-era5 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 7fb53e427..864e89d06 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -36,7 +36,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] atlite: default_cutout: be-03-2013-era5 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 5d77c9c51..aacf552b8 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -39,7 +39,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] sector: min_part_load_fischer_tropsch: 0 From e8de4f308f25e656fc6957b8c6a5d8b9ca5e31b7 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:08:52 +0200 Subject: [PATCH 218/270] rename solar-hsat in config --- config/config.default.yaml | 2 +- scripts/add_brownfield.py | 2 +- scripts/prepare_sector_network.py | 2 +- scripts/solve_network.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 11890db06..1fd69b33d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -589,7 +589,7 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas - solar_utility_singla_axis_tracking: true + solar_utility_horizontal_axis_tracking: true biomass_to_liquid: false biosng: false limit_max_growth: diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 7b0c4d39b..f1874b242 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -200,7 +200,7 @@ def adjust_renewable_profiles(n, input_profiles, params, year): for carrier in params["carriers"]: if carrier == "hydro" or (carrier == "solar-hsat" and - not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] + not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] ): continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f6f41876a..53a8c9613 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3703,7 +3703,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): if options["electricity_distribution_grid"]: insert_electricity_distribution_grid(n, costs) - if not options["solar_utility_singla_axis_tracking"]: + if not options["solar_utility_horizontal_axis_tracking"]: remove_solar_tracking(n) maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index b0cef3ca2..822d226d8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -959,7 +959,7 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) - if config["sector"]["solar_utility_singla_axis_tracking"]: + if config["sector"]["solar_utility_horizontal_axis_tracking"]: add_solar_potential_constraints(n, config) add_battery_constraints(n) From ea8fc31a30fd158dede9255c8a542d707acc25d9 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 15:15:09 +0200 Subject: [PATCH 219/270] link_thresholds as dictionary, not float, more logging messages --- config/config.default.yaml | 7 +++++-- doc/configtables/solving.csv | 7 ++++--- scripts/solve_network.py | 1 + 3 files changed, 10 insertions(+), 5 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index e04ac2a3d..b26e73ce4 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -778,12 +778,15 @@ solving: post_discretization: enable: false line_unit_size: 1700 + line_threshold: 0.3 link_unit_size: DC: 2000 H2 pipeline: 1200 gas pipeline: 1500 - line_threshold: 0.3 - link_threshold: 0.3 + link_threshold: + DC: 0.3 + H2 pipeline: 0.3 + gas pipeline: 0.3 constraints: CCL: false diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 1fb2c6921..ad8778a3a 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -17,10 +17,11 @@ options,,, -- post_discretization,,, -- -- enable,bool,"{'true','false'}",Switch to enable post-discretization of the network. Disabled by default. -- -- line_unit_size,MW,float,Discrete unit size of lines in MW. --- -- link_unit_size,MW,float,Discrete unit size of links in MW by carrier (given in dictionary style. +-- -- line_threshold,,float,The threshold relative to the discrete line unit size beyond which to round up to the next unit. +-- -- link_unit_size,MW,float,Discrete unit size of links in MW by carrier (given in dictionary style). +-- -- -- {carrier},,, +-- -- link_threshold,,float,The threshold relative to the discrete link unit size beyond which to round up to the next unit by carrier (given in dictionary style). -- -- -- {carrier},,, --- -- line_threshold,,float,The threshold relative to the discrete line unit size beyond which to round up to the next unit. Defaults to 0.3. --- -- link_threshold,,float,The threshold relative to the discrete link unit size beyond which to round up to the next unit. Defaults to 0.3. constraints ,,, -- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. -- EQ,bool/string,"{'false',`n(c| )``; i.e. ``0.5``-``0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 67c5e8058..6438d275c 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -923,6 +923,7 @@ def solve_network(n, config, solving, **kwargs): kwargs["min_iterations"] = cf_solving["min_iterations"] kwargs["max_iterations"] = cf_solving["max_iterations"] if cf_solving["post_discretization"].pop("enable"): + logger.info("Add post-discretization parameters.") kwargs.update(cf_solving["post_discretization"]) status, condition = n.optimize.optimize_transmission_expansion_iteratively( **kwargs From 6a4e49d5cbe1d26c3e0f1899bebe70dc172bbcf1 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 16:14:40 +0200 Subject: [PATCH 220/270] add release notes --- doc/release_notes.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 6605f9a45..b653d0e87 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,9 @@ Release Notes Upcoming Release ================ +* New technology, solar PV with single-axis horizontal tracking (on a N-S axis), + with a carrier called ``solar-hsat`` to the networks. The default option for adding + this technology is set to ``true`` in the ``config.yaml``. * The technology-data version was updated to v0.9.0. From a352cc346b57912cac9734148c4b6e70648fc23c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 15 May 2024 14:18:16 +0000 Subject: [PATCH 221/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/test/config.myopic.yaml | 4 +-- config/test/config.overnight.yaml | 2 +- config/test/config.perfect.yaml | 2 +- scripts/add_brownfield.py | 8 +++--- scripts/solve_network.py | 44 ++++++++++++++++++------------- 5 files changed, 35 insertions(+), 25 deletions(-) diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 9cc5a293b..3a3a78562 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -42,7 +42,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar,solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float] atlite: default_cutout: be-03-2013-era5 @@ -69,7 +69,7 @@ renewable: solar: cutout: be-03-2013-era5 solar-hsat: - cutout: be-03-2013-era5 + cutout: be-03-2013-era5 clustering: temporal: diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index e1da7a770..92379ae27 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -63,7 +63,7 @@ renewable: solar: cutout: be-03-2013-era5 solar-hsat: - cutout: be-03-2013-era5 + cutout: be-03-2013-era5 clustering: temporal: diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 3170611d7..781b3fd49 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -70,7 +70,7 @@ renewable: solar: cutout: be-03-2013-era5 solar-hsat: - cutout: be-03-2013-era5 + cutout: be-03-2013-era5 clustering: temporal: diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 1c7a62c80..f54b24ddb 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -195,9 +195,11 @@ def adjust_renewable_profiles(n, input_profiles, params, year): ) for carrier in params["carriers"]: - if carrier == "hydro" or (carrier == "solar-hsat" and - not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] - ): continue + if carrier == "hydro" or ( + carrier == "solar-hsat" + and not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] + ): + continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 30275926f..92028f1ec 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -124,8 +124,15 @@ def check_p_min_p_max(p_nom_max): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar","solar rooftop", - "solar-hsat", "onwind", "offwind-ac", "offwind-dc", "offwind-float"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + "offwind-float", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -160,8 +167,14 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "solar rooftop", - "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -219,15 +232,17 @@ def add_solar_potential_constraints(n, config): rename = {"Generator-ext": "Generator"} solar_carriers = ["solar", "solar-hsat"] - solar = n.generators[n.generators.carrier.isin(solar_carriers) - & n.generators.p_nom_extendable].index - + solar = n.generators[ + n.generators.carrier.isin(solar_carriers) & n.generators.p_nom_extendable + ].index + solar_today = n.generators[ (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) ].index solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index - if solar.empty: return + if solar.empty: + return land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) for carrier, factor in land_use_factors.items(): @@ -246,9 +261,7 @@ def add_solar_potential_constraints(n, config): ).to_xarray() rhs = ( n.generators.loc[solar_today, "p_nom_max"] - .groupby( - n.generators.loc[solar_today].index.rename("bus").map(location) - ) + .groupby(n.generators.loc[solar_today].index.rename("bus").map(location)) .sum() - n.generators.loc[solar_hsat, "p_nom_opt"] .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) @@ -257,9 +270,7 @@ def add_solar_potential_constraints(n, config): ).clip(lower=0) else: - location = ( - pd.Series(n.buses.index, index=n.buses.index) - ) + location = pd.Series(n.buses.index, index=n.buses.index) ggrouper = n.generators.loc[solar].bus rhs = ( n.generators.loc[solar_today, "p_nom_max"] @@ -272,10 +283,7 @@ def add_solar_potential_constraints(n, config): ).clip(lower=0) lhs = ( - ( - n.model["Generator-p_nom"].rename(rename).loc[solar] - * land_use.squeeze() - ) + (n.model["Generator-p_nom"].rename(rename).loc[solar] * land_use.squeeze()) .groupby(ggrouper) .sum() ) From 5b5be713416bdfa1a83cff4f4c250cabebc099ec Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 16:41:49 +0200 Subject: [PATCH 222/270] use loads instead of links where possible --- .gitignore | 2 + config/config.default.yaml | 1 - doc/configtables/sector.csv | 6 +- scripts/prepare_sector_network.py | 144 ++++++++++++------------------ 4 files changed, 60 insertions(+), 93 deletions(-) diff --git a/.gitignore b/.gitignore index 95ba5524b..21062dd3d 100644 --- a/.gitignore +++ b/.gitignore @@ -2,6 +2,8 @@ # # SPDX-License-Identifier: CC0-1.0 +master + .snakemake* .ipynb_checkpoints __pycache__ diff --git a/config/config.default.yaml b/config/config.default.yaml index 497971dca..e1fce90f3 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -417,7 +417,6 @@ sector: bev_availability: 0.5 bev_energy: 0.05 bev_charge_efficiency: 0.9 - bev_plug_to_wheel_efficiency: 0.2 bev_charge_rate: 0.011 bev_avail_max: 0.95 bev_avail_mean: 0.8 diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 58ccd9bfe..703652b50 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -24,7 +24,6 @@ bev_dsm,--,"{true, false}",Add the option for battery electric vehicles (BEV) to bev_availability,--,float,The share for battery electric vehicles (BEV) that are able to do demand side management (DSM) bev_energy,--,float,The average size of battery electric vehicles (BEV) in MWh bev_charge_efficiency,--,float,Battery electric vehicles (BEV) charge and discharge efficiency -bev_plug_to_wheel _efficiency,km/kWh,float,The distance battery electric vehicles (BEV) can travel in km per kWh of energy charge in battery. Base value comes from `Tesla Model S `_ bev_charge_rate,MWh,float,The power consumption for one electric vehicle (EV) in MWh. Value derived from 3-phase charger with 11 kW. bev_avail_max,--,float,The maximum share plugged-in availability for passenger electric vehicles. bev_avail_mean,--,float,The average share plugged-in availability for passenger electric vehicles. @@ -32,8 +31,9 @@ v2g,--,"{true, false}",Allows feed-in to grid from EV battery land_transport_fuel_cell _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses fuel cells in a given year land_transport_electric _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses electric vehicles (EV) in a given year land_transport_ice _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses internal combustion engines (ICE) in a given year. What is not EV or FCEV is oil-fuelled ICE. -transport_fuel_cell _efficiency,--,float,The H2 conversion efficiencies of fuel cells in transport -transport_internal _combustion_efficiency,--,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport +transport_electric_efficiency,MWh/100km,float,The conversion efficiencies of electric vehicles in transport +transport_fuel_cell_efficiency,MWh/100km,float,The H2 conversion efficiencies of fuel cells in transport +transport_ice_efficiency,MWh/100km,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport agriculture_machinery _electric_share,--,float,The share for agricultural machinery that uses electricity agriculture_machinery _oil_share,--,float,The share for agricultural machinery that uses oil agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 583de9e3a..0ef99f625 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1540,7 +1540,6 @@ def get_temp_efficency( def add_EVs( n, - nodes, avail_profile, dsm_profile, p_set, @@ -1553,9 +1552,9 @@ def add_EVs( n.madd( "Bus", - nodes, + spatial.nodes, suffix=" EV battery", - location=nodes, + location=spatial.nodes, carrier="Li ion", unit="MWh_el", ) @@ -1571,7 +1570,6 @@ def add_EVs( options["EV_lower_degree_factor"], options["EV_upper_degree_factor"], ) - suffix = " land transport EV" p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 @@ -1579,36 +1577,28 @@ def add_EVs( efficiency *= cyclic_eff - p_nom = electric_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency) / p_set.div(efficiency).max() + profile = electric_share * p_set.div(efficiency) n.madd( - "Link", - nodes, - suffix=suffix, - bus0=nodes + " EV battery", - bus1=nodes + " land transport", + "Load", + spatial.nodes, + suffix=" land transport EV", + bus=spatial.nodes + " EV battery", carrier="land transport EV", - efficiency=efficiency, - p_min_pu=profile, - p_max_pu=profile, - p_nom=p_nom, - p_nom_extendable=False, - lifetime=1, + p_set=profile, ) p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share n.madd( "Link", - nodes, + spatial.nodes, suffix=" BEV charger", - bus0=nodes, - bus1=nodes + " EV battery", + bus0=spatial.nodes, + bus1=spatial.nodes + " EV battery", p_nom=p_nom, carrier="BEV charger", - p_max_pu=avail_profile[nodes], + p_max_pu=avail_profile[spatial.nodes], lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) @@ -1616,13 +1606,13 @@ def add_EVs( if options["v2g"]: n.madd( "Link", - nodes, + spatial.nodes, suffix=" V2G", - bus1=nodes, - bus0=nodes + " EV battery", + bus1=spatial.nodes, + bus0=spatial.nodes + " EV battery", p_nom=p_nom, carrier="V2G", - p_max_pu=avail_profile[nodes], + p_max_pu=avail_profile[spatial.nodes], lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) @@ -1637,18 +1627,18 @@ def add_EVs( n.madd( "Store", - nodes, + spatial.nodes, suffix=" battery storage", - bus=nodes + " EV battery", + bus=spatial.nodes + " EV battery", carrier="battery storage", e_cyclic=True, e_nom=e_nom, e_max_pu=1, - e_min_pu=dsm_profile[nodes], + e_min_pu=dsm_profile[spatial.nodes], ) -def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): +def add_fuel_cell_cars(n, p_set, fuel_cell_share, temperature): car_efficiency = options["transport_fuel_cell_efficiency"] @@ -1662,29 +1652,19 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): options["ICE_upper_degree_factor"], ) - suffix = " land transport fuel cell" - - p_nom = fuel_cell_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency) / p_set.div(efficiency).max() + profile = fuel_cell_share * p_set.div(efficiency) n.madd( - "Link", - nodes, - suffix=suffix, - bus0=spatial.h2.nodes, - bus1=nodes + " land transport", + "Load", + spatial.nodes, + suffix=" land transport fuel cell", + bus=spatial.h2.nodes, carrier="land transport fuel cell", - efficiency=efficiency, - p_nom_extendable=False, - p_nom=p_nom, - p_min_pu=profile, - p_max_pu=profile, - lifetime=1, + p_set=profile, ) -def add_ice_cars(n, nodes, p_set, ice_share, temperature): +def add_ice_cars(n, p_set, ice_share, temperature): add_carrier_buses(n, "oil") @@ -1699,32 +1679,43 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): options["ICE_lower_degree_factor"], options["ICE_upper_degree_factor"], ) - suffix = " land transport ICE" - p_nom = ice_share * p_set.div(efficiency).max() + profile = ice_share * p_set.div(efficiency).rename( + columns=lambda x: x + " land transport oil" + ) - profile = p_set.div(efficiency) / p_set.div(efficiency).max() + if not options["regional_oil_demand"]: + profile = profile.sum(axis=1).to_frame(name="EU land transport oil") + + n.madd( + "Bus", + spatial.oil.land_transport, + location=spatial.oil.demand_locations, + carrier="land transport oil", + unit="land transport", + ) + + n.madd( + "Load", + spatial.oil.land_transport, + bus=spatial.oil.land_transport, + carrier="land transport oil", + p_set=profile, + ) n.madd( "Link", - nodes, - suffix=suffix, + spatial.oil.land_transport, bus0=spatial.oil.nodes, - bus1=nodes + " land transport", - bus2=["co2 atmosphere"], + bus1=spatial.oil.land_transport, + bus2="co2 atmosphere", carrier="land transport oil", - efficiency=efficiency, efficiency2=costs.at["oil", "CO2 intensity"], - p_nom_extendable=False, - p_nom=p_nom, - p_min_pu=profile, - p_max_pu=profile, - lifetime=1, + p_nom_extendable=True, ) def add_land_transport(n, costs): - # TODO options? logger.info("Add land transport") @@ -1751,31 +1742,7 @@ def add_land_transport(n, costs): check_land_transport_shares(shares) - nodes = spatial.nodes - - # Add load for transport demand - n.add("Carrier", "land transport demand") - - n.madd( - "Bus", - nodes, - location=nodes, - suffix=" land transport", - carrier="land transport demand", - unit="100 km", - ) - - p_set = transport[nodes] - - # add demand - n.madd( - "Load", - nodes, - suffix=" land transport", - bus=nodes + " land transport", - carrier="land transport demand", - p_set=p_set, - ) + p_set = transport[spatial.nodes] # temperature for correction factor for heating/cooling temperature = xr.open_dataarray(snakemake.input.temp_air_total).to_pandas() @@ -1783,7 +1750,6 @@ def add_land_transport(n, costs): if shares["electric"] > 0: add_EVs( n, - nodes, avail_profile, dsm_profile, p_set, @@ -1793,10 +1759,10 @@ def add_land_transport(n, costs): ) if shares["fuel_cell"] > 0: - add_fuel_cell_cars(n, nodes, p_set, shares["fuel_cell"], temperature) + add_fuel_cell_cars(n, p_set, shares["fuel_cell"], temperature) if shares["ice"] > 0: - add_ice_cars(n, nodes, p_set, shares["ice"], temperature) + add_ice_cars(n, p_set, shares["ice"], temperature) def build_heat_demand(n): From 1aa4f12c5e21546a850d11de9c4c4eb466b9853b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 16:49:26 +0200 Subject: [PATCH 223/270] remove adjust_transport_temporal_agg --- scripts/prepare_perfect_foresight.py | 2 -- scripts/prepare_sector_network.py | 28 ---------------------------- 2 files changed, 30 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index b4b7ddecb..fea0cef4c 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -18,7 +18,6 @@ update_config_from_wildcards, ) from add_existing_baseyear import add_build_year_to_new_assets -from prepare_sector_network import adjust_transport_temporal_agg from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe from six import iterkeys @@ -521,7 +520,6 @@ def apply_time_segmentation_perfect( segments = snakemake.params.time_resolution if isinstance(segments, (int, float)): n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) - adjust_transport_temporal_agg(n) # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0ef99f625..af9491b06 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3751,32 +3751,6 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) -def adjust_transport_temporal_agg(n): - - engine_types = { - "fuel_cell": "land transport fuel cell", - "electric": "land transport EV", - "ice": "land transport oil", - } - - p_set = n.loads_t.p_set.loc[:, n.loads.carrier == "land transport demand"] - - for engine, carrier in engine_types.items(): - share = get(options[f"land_transport_{engine}_share"], investment_year) - - if share == 0: - continue - links_i = n.links[n.links.carrier == carrier].index - efficiency = n.links_t.efficiency.loc[:, links_i] - p_set.columns = efficiency.columns - p_nom = share * p_set.div(efficiency).max() - profile = p_set.div(efficiency) / p_set.div(efficiency).max() - - n.links.loc[links_i, "p_nom"] = p_nom - n.links_t.p_max_pu[links_i] = profile - n.links_t.p_min_pu[links_i] = profile - - # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -3881,8 +3855,6 @@ def adjust_transport_temporal_agg(n): resolution = snakemake.params.time_resolution n = set_temporal_aggregation(n, resolution, solver_name) - adjust_transport_temporal_agg(n) - co2_budget = snakemake.params.co2_budget if isinstance(co2_budget, str) and co2_budget.startswith("cb"): fn = "results/" + snakemake.params.RDIR + "/csvs/carbon_budget_distribution.csv" From 438f651ea0ec2faef70a163e839009413ac84cb9 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 17:13:37 +0200 Subject: [PATCH 224/270] amend release note [no ci] --- doc/release_notes.rst | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 5b830d2c2..fefaf0e6a 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -78,12 +78,8 @@ Upcoming Release * bugfix: convert Strings to pathlib.Path objects as input to ConfigSettings - - -* fix bug in land transport for temperature correction of ICEs and fuel cell cars - -* restructure land transport, demand is now attached to one single node, the -different car types (ICE, EV, fuel cell) are modelled as links +* bugfix: fix distinction of temperature-dependent correction factors for the + energy demand of electric vehicles, ICES fuel cell cars. * Allow the use of more solvers in clustering (Xpress, COPT, Gurobi, CPLEX, SCIP, MOSEK). From e8779fa5a4d35d2b7b20ea7aa228541062a84caf Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 18:02:15 +0200 Subject: [PATCH 225/270] small follow-up to #1066 solar-hsat --- config/config.default.yaml | 7 +++++-- scripts/add_brownfield.py | 5 +---- scripts/prepare_sector_network.py | 10 ---------- scripts/solve_network.py | 2 +- 4 files changed, 7 insertions(+), 17 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 3e6cc1386..43a21a9ea 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -117,7 +117,7 @@ electricity: everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] - renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, hydro] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float, hydro] estimate_renewable_capacities: enable: true @@ -339,6 +339,8 @@ pypsa_eur: - onwind - offwind-ac - offwind-dc + - offwind-float + - solar-hsat - solar - ror - nuclear @@ -602,7 +604,6 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas - solar_utility_horizontal_axis_tracking: true biomass_to_liquid: false biosng: false limit_max_growth: @@ -1185,4 +1186,6 @@ plotting: DC-DC: "#8a1caf" DC link: "#8a1caf" load: "#dd2e23" + waste CHP: '#e3d37d' + waste CHP CC: '#e3d3ff' HVC to air: 'k' diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index f54b24ddb..0f2d6aa37 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -195,10 +195,7 @@ def adjust_renewable_profiles(n, input_profiles, params, year): ) for carrier in params["carriers"]: - if carrier == "hydro" or ( - carrier == "solar-hsat" - and not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] - ): + if carrier == "hydro": continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2d0e560eb..0bcdfd7f9 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3504,13 +3504,6 @@ def remove_h2_network(n): n.stores.drop("EU H2 Store", inplace=True) -def remove_solar_tracking(n): - - for tech in ["solar-hsat"]: - logger.info("removing " + tech) - n.mremove("Generator", n.generators.index[n.generators.carrier == tech]) - - def limit_individual_line_extension(n, maxext): logger.info(f"Limiting new HVAC and HVDC extensions to {maxext} MW") n.lines["s_nom_max"] = n.lines["s_nom"] + maxext @@ -3889,9 +3882,6 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): if options["electricity_distribution_grid"]: insert_electricity_distribution_grid(n, costs) - if not options["solar_utility_horizontal_axis_tracking"]: - remove_solar_tracking(n) - maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) if options["gas_distribution_grid"]: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 92028f1ec..11de61517 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -955,7 +955,7 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) - if config["sector"]["solar_utility_horizontal_axis_tracking"]: + if {"solar-hsat", "solar"}.issubset(config["renewable"].keys()): add_solar_potential_constraints(n, config) add_battery_constraints(n) From e4d70fdf4a10364687bab33f6407634858488865 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 18:12:02 +0200 Subject: [PATCH 226/270] remove exogenous rooftop_share --- config/config.default.yaml | 1 - doc/configtables/costs.csv | 1 - doc/configuration.rst | 3 --- doc/release_notes.rst | 5 +++++ scripts/add_electricity.py | 5 +---- 5 files changed, 6 insertions(+), 9 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 43a21a9ea..0ac068479 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -714,7 +714,6 @@ industry: costs: year: 2030 version: v0.9.0 - rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) social_discountrate: 0.02 fill_values: FOM: 0 diff --git a/doc/configtables/costs.csv b/doc/configtables/costs.csv index 03933c180..38079e34b 100644 --- a/doc/configtables/costs.csv +++ b/doc/configtables/costs.csv @@ -1,7 +1,6 @@ ,Unit,Values,Description year,--,YYYY; e.g. '2030',Year for which to retrieve cost assumptions of ``resources/costs.csv``. version,--,vX.X.X or //vX.X.X; e.g. 'v0.5.0',Version of ``technology-data`` repository to use. If this string is of the form // then costs are instead retrieved from ``github.com//`` at the tag. -rooftop_share,--,float,Share of rooftop PV when calculating capital cost of solar (joint rooftop and utility-scale PV). social_discountrate,p.u.,float,Social discount rate to compare costs in different investment periods. 0.02 corresponds to a social discount rate of 2%. fill_values,--,float,Default values if not specified for a technology in ``resources/costs.csv``. capital_cost,EUR/MW,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their capital investment costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." diff --git a/doc/configuration.rst b/doc/configuration.rst index a6917ecab..f34e9109d 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -550,9 +550,6 @@ The list of available biomass is given by the category in `ENSPRESO_BIOMASS Date: Wed, 15 May 2024 18:18:15 +0200 Subject: [PATCH 227/270] double solar rooftop PV potentials (closes #935) --- doc/release_notes.rst | 4 ++++ scripts/prepare_sector_network.py | 6 +++--- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 2cb95beba..b70a27f6a 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,10 @@ Release Notes Upcoming Release ================ +* Doubled solar rooftop potentials to roughly 1 TW for Europe based on `recent + European Commission reports + `_. + * Remove exogenously set share of rooftop PV (``costs: rooftop_share:``). Rooftop and utility-scale PV are now largely handled as separate technologies with endogenous shares. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0bcdfd7f9..d99cceaab 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1024,9 +1024,9 @@ def insert_electricity_distribution_grid(n, costs): else: pop_solar = pop_layout.total.rename(index=lambda x: x + " solar") - # add max solar rooftop potential assuming 0.1 kW/m2 and 10 m2/person, - # i.e. 1 kW/person (population data is in thousands of people) so we get MW - potential = 0.1 * 10 * pop_solar + # add max solar rooftop potential assuming 0.1 kW/m2 and 20 m2/person, + # i.e. 2 kW/person (population data is in thousands of people) so we get MW + potential = 0.1 * 20 * pop_solar n.madd( "Generator", From ce14cd664767dd65738bf28d7119d41ead55350c Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 16 May 2024 17:06:28 +0200 Subject: [PATCH 228/270] Update plot_summary.py -Add 2022 emissions to plot carbon budget -Add UK emissions to the previous numbers --- scripts/plot_summary.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 8d983ce96..c84490276 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -477,9 +477,10 @@ def plot_carbon_budget_distribution(input_eurostat, options): ) emissions = historical_emissions(countries) # add other years https://sdi.eea.europa.eu/data/0569441f-2853-4664-a7cd-db969ef54de0 - emissions.loc[2019] = 2.971372 - emissions.loc[2020] = 2.691958 - emissions.loc[2021] = 2.869355 + emissions.loc[2019] = 3.414362 + emissions.loc[2020] = 3.092434 + emissions.loc[2021] = 3.290418 + emissions.loc[2022] = 3.213025 if snakemake.config["foresight"] == "myopic": path_cb = "results/" + snakemake.params.RDIR + "/csvs/" From ac48fdaaf43c4ca200efd913af3e6773ec5cd501 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Fri, 17 May 2024 14:46:20 +0200 Subject: [PATCH 229/270] base_network.py: connect new tyndp links only to closest AC bus --- scripts/base_network.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 870fcf19e..b811f6250 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -272,14 +272,15 @@ def _add_links_from_tyndp(buses, links, links_tyndp, europe_shape): if links_tyndp.empty: return buses, links - tree = spatial.KDTree(buses[["x", "y"]]) + tree_buses = buses.query("carrier=='AC'") + tree = spatial.KDTree(tree_buses[["x", "y"]]) _, ind0 = tree.query(links_tyndp[["x1", "y1"]]) - ind0_b = ind0 < len(buses) - links_tyndp.loc[ind0_b, "bus0"] = buses.index[ind0[ind0_b]] + ind0_b = ind0 < len(tree_buses) + links_tyndp.loc[ind0_b, "bus0"] = tree_buses.index[ind0[ind0_b]] _, ind1 = tree.query(links_tyndp[["x2", "y2"]]) - ind1_b = ind1 < len(buses) - links_tyndp.loc[ind1_b, "bus1"] = buses.index[ind1[ind1_b]] + ind1_b = ind1 < len(tree_buses) + links_tyndp.loc[ind1_b, "bus1"] = tree_buses.index[ind1[ind1_b]] links_tyndp_located_b = ( links_tyndp["bus0"].notnull() & links_tyndp["bus1"].notnull() From c3dcff8a35ce24e7256142fe8f33f041e4f24264 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Tue, 14 May 2024 16:40:31 +0200 Subject: [PATCH 230/270] Define methanol energy demand for industry --- config/config.default.yaml | 2 + doc/configtables/industry.csv | 1 + doc/configtables/sector.csv | 2 +- doc/release_notes.rst | 2 + doc/supply_demand.rst | 7 +- scripts/build_industry_sector_ratios.py | 4 +- scripts/prepare_sector_network.py | 120 ++++++++++++++++-------- 7 files changed, 93 insertions(+), 45 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0ac068479..87ff3780c 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -706,6 +706,7 @@ industry: methanol_production_today: 1.5 MWh_elec_per_tMeOH: 0.167 MWh_CH4_per_tMeOH: 10.25 + MWh_MeOH_per_tMeOH: 5.528 hotmaps_locate_missing: false reference_year: 2015 @@ -1146,6 +1147,7 @@ plotting: methanolisation: '#83d6d5' methanol: '#468c8b' shipping methanol: '#468c8b' + industry methanol: '#468c8b' # co2 CC: '#f29dae' CCS: '#f29dae' diff --git a/doc/configtables/industry.csv b/doc/configtables/industry.csv index cee06c974..4187e1183 100644 --- a/doc/configtables/industry.csv +++ b/doc/configtables/industry.csv @@ -32,5 +32,6 @@ MWh_H2_per_tCl,MWhH2/tCl,float,"The energy amount of hydrogen needed to produce methanol_production _today,MtMeOH/a,float,"The amount of methanol produced. From `DECHEMA (2017) `_, page 62" MWh_elec_per_tMeOH,MWh/tMeOH,float,"The energy amount of electricity needed to produce a ton of methanol. From `DECHEMA (2017) `_, Table 14, page 65" MWh_CH4_per_tMeOH,MWhCH4/tMeOH,float,"The energy amount of methane needed to produce a ton of methanol. From `DECHEMA (2017) `_, Table 14, page 65" +MWh_MeOH_per_tMeOH,LHV,float,"The energy amount per ton of methanol. From `DECHEMA (2017) `_, page 74." hotmaps_locate_missing,--,"{true,false}",Locate industrial sites without valid locations based on city and countries. reference_year,year,YYYY,The year used as the baseline for industrial energy demand and production. Data extracted from `JRC-IDEES 2015 `_ diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 703652b50..901688882 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -39,7 +39,7 @@ agriculture_machinery _oil_share,--,float,The share for agricultural machinery t agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. agriculture_machinery _electric_efficiency,--,float,The efficiency of oil-powered machinery in the conversion of oil to meet agricultural needs. Mwh_MeOH_per_MWh_H2,LHV,float,"The energy amount of the produced methanol per energy amount of hydrogen. From `DECHEMA (2017) `_, page 64." -MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 64." +MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 66." MWh_MeOH_per_MWh_e,LHV,float,"The energy amount of the produced methanol per energy amount of electricity. From `DECHEMA (2017) `_, page 64." shipping_hydrogen _liquefaction,--,"{true, false}",Whether to include liquefaction costs for hydrogen demand in shipping. ,,, diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b70a27f6a..72d34f306 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -280,6 +280,8 @@ Upcoming Release * Fix gas network retrofitting in `add_brownfield`. +* Change the methanol energy demand of industry to the low-carbon route defined by `DECHEMA report `__. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index ab58368f7..e5646fcb0 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -459,8 +459,7 @@ Statistics for the production of ammonia, which is commonly used as a fertilizer The Haber-Bosch process is not explicitly represented in the model, such that demand for ammonia enters the model as a demand for hydrogen ( 6.5 MWh :math:`_{H_2}` / t :math:`_{NH_3}` ) and electricity ( 1.17 MWh :math:`_{el}` /t :math:`_{NH_3}` ) (see `Wang et. al `__). Today, natural gas dominates in Europe as the source for the hydrogen used in the Haber-Bosch process, but the model can choose among the various hydrogen supply options described in the hydrogen section (see :ref:`Hydrogen supply`) -The total production and specific energy consumption of chlorine and methanol is taken from a `DECHEMA report `__. According to this source, the production of chlorine amounts to 9.58 MtCl/a, which is assumed to require electricity at 3.6 MWh :math:`_{el}`/t of chlorine and yield hydrogen at 0.937 MWh :math:`_{H_2}`/t of chlorine in the chloralkali process. The production of methanol adds up to 1.5 MtMeOH/a, requiring electricity at 0.167 MWh :math:`_{el}`/t of methanol and methane at 10.25 MWh :math:`_{CH_4}`/t of methanol. - +The total production and specific energy consumption of chlorine and methanol is taken from a `DECHEMA report `__. According to this source, the production of chlorine amounts to 9.58 MtCl/a, which is assumed to require electricity at 3.6 MWh :math:`_{el}`/t of chlorine and yield hydrogen at 0.937 MWh :math:`_{H_2}`/t of chlorine in the chloralkali process. The production of methanol adds up to 1.5 MtMeOH/a. Low-carbon methanol production (or methanolisation) by hydrogenation of :math:`CO_2` requires hydrogen at 6.299 MWh :math:`_{H_2}`/t of methanol, carbon dioxide at 1.373 t :math:`_{CO_2}`/t of methanol and electricity at 1.5 MWh :math:`_{el}`/t of methanol. The energy content of methanol is 5.528 MWh :math:`_{MeOH}`/t of methanol. These values are set exogenously in the config file. The production of ammonia, methanol, and chlorine production is deducted from the JRC IDEES basic chemicals, leaving the production totals of high-value chemicals. For this, we assume that the liquid hydrocarbon feedstock comes from synthetic or fossil- origin naphtha (14 MWh :math:`_{naphtha}`/t of HVC, similar to `Lechtenböhmer et al `__), ignoring the methanol-to-olefin route. Furthermore, we assume the following transformations of the energy-consuming processes in the production of plastics: the final energy consumption in steam processing is converted to methane since requires temperature above 500 °C (4.1 MWh :math:`_{CH_4}` /t of HVC, see `Rehfeldt et al. `__); and the remaining processes are electrified using the current efficiency of microwave for high-enthalpy heat processing, electric furnaces, electric process cooling and electric generic processes (2.85 MWh :math:`_{el}`/t of HVC). @@ -573,7 +572,7 @@ The `demand for aviation `__. +Shipping energy demand is covered by a combination of oil, hydrogen and methanol. Other fuel options, like ammonia, are currently not included in PyPSA-Eur-Sec. The share of shipping that is assumed to be supplied by hydrogen or methanol can be selected in the `config file `__. To estimate the `hydrogen demand `__, the average fuel efficiency of the fleet is used in combination with the efficiency of the fuel cell defined in the technology-data repository. The average fuel efficiency is set in the `config file `__. @@ -581,6 +580,8 @@ The consumed hydrogen comes from the general hydrogen bus where it can be produc The energy demand for liquefaction of the hydrogen used for shipping can be `included `__. If this option is selected, liquifaction will happen at the `node where the shipping demand occurs `__. +The consumed methanol comes from the general methanol bus where it is produced through methanolisation (see :ref:`Chemicals Industry`). + .. _Carbon dioxide capture, usage and sequestration (CCU/S): Carbon dioxide capture, usage and sequestration (CCU/S) diff --git a/scripts/build_industry_sector_ratios.py b/scripts/build_industry_sector_ratios.py index 87c80c0de..06c8ecb7d 100644 --- a/scripts/build_industry_sector_ratios.py +++ b/scripts/build_industry_sector_ratios.py @@ -68,6 +68,7 @@ "heat", "naphtha", "ammonia", + "methanol", "process emission", "process emission from feedstock", ] @@ -456,8 +457,7 @@ def chemicals_industry(): sector = "Methanol" df[sector] = 0.0 - df.loc["methane", sector] = params["MWh_CH4_per_tMeOH"] - df.loc["elec", sector] = params["MWh_elec_per_tMeOH"] + df.loc["methanol", sector] = params["MWh_MeOH_per_tMeOH"] # Other chemicals diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d99cceaab..f8d7dc22d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -146,10 +146,12 @@ def define_spatial(nodes, options): if options["regional_methanol_demand"]: spatial.methanol.demand_locations = nodes + spatial.methanol.industry = nodes + " industry methanol" spatial.methanol.shipping = nodes + " shipping methanol" else: spatial.methanol.demand_locations = ["EU"] spatial.methanol.shipping = ["EU shipping methanol"] + spatial.methanol.industry = ["EU industry methanol"] # oil spatial.oil = SimpleNamespace() @@ -2760,57 +2762,97 @@ def add_industry(n, costs): p_set=p_set_hydrogen, ) - if shipping_methanol_share: - n.madd( - "Bus", - spatial.methanol.nodes, - carrier="methanol", - location=spatial.methanol.locations, - unit="MWh_LHV", - ) + n.madd( + "Bus", + spatial.methanol.nodes, + carrier="methanol", + location=spatial.methanol.locations, + unit="MWh_LHV", + ) - n.madd( - "Store", - spatial.methanol.nodes, - suffix=" Store", - bus=spatial.methanol.nodes, - e_nom_extendable=True, - e_cyclic=True, - carrier="methanol", - ) + n.madd( + "Store", + spatial.methanol.nodes, + suffix=" Store", + bus=spatial.methanol.nodes, + e_nom_extendable=True, + e_cyclic=True, + carrier="methanol", + ) - n.madd( - "Link", - spatial.h2.locations + " methanolisation", - bus0=spatial.h2.nodes, - bus1=spatial.methanol.nodes, - bus2=nodes, - bus3=spatial.co2.nodes, - carrier="methanolisation", - p_nom_extendable=True, - p_min_pu=options.get("min_part_load_methanolisation", 0), - capital_cost=costs.at["methanolisation", "fixed"] - * options["MWh_MeOH_per_MWh_H2"], # EUR/MW_H2/a - marginal_cost=options["MWh_MeOH_per_MWh_H2"] - * costs.at["methanolisation", "VOM"], - lifetime=costs.at["methanolisation", "lifetime"], - efficiency=options["MWh_MeOH_per_MWh_H2"], - efficiency2=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_MWh_e"], - efficiency3=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_tCO2"], - ) + n.madd( + "Bus", + spatial.methanol.industry, + carrier="industry methanol", + location=spatial.methanol.demand_locations, + unit="MWh_LHV", + ) + + p_set_methanol = ( + industrial_demand["methanol"] + .rename(lambda x: x + " industry methanol") + / nhours + ) + if not options["regional_methanol_demand"]: + p_set_methanol = p_set_methanol.sum() + + n.madd( + "Load", + spatial.methanol.industry, + bus=spatial.methanol.industry, + carrier="industry methanol", + p_set=p_set_methanol, + ) + + n.madd( + "Link", + spatial.methanol.industry, + bus0=spatial.methanol.nodes, + bus1=spatial.methanol.industry, + bus2="co2 atmosphere", + carrier="industry methanol", + p_nom_extendable=True, + efficiency2=1 + / options[ + "MWh_MeOH_per_tCO2" + ], + # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh + ) + + n.madd( + "Link", + spatial.h2.locations + " methanolisation", + bus0=spatial.h2.nodes, + bus1=spatial.methanol.nodes, + bus2=nodes, + bus3=spatial.co2.nodes, + carrier="methanolisation", + p_nom_extendable=True, + p_min_pu=options.get("min_part_load_methanolisation", 0), + capital_cost=costs.at["methanolisation", "fixed"] + * options["MWh_MeOH_per_MWh_H2"], # EUR/MW_H2/a + marginal_cost=options["MWh_MeOH_per_MWh_H2"] + * costs.at["methanolisation", "VOM"], + lifetime=costs.at["methanolisation", "lifetime"], + efficiency=options["MWh_MeOH_per_MWh_H2"], + efficiency2=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_MWh_e"], + efficiency3=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_tCO2"], + ) + + if shipping_methanol_share: efficiency = ( options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - p_set_methanol = ( + p_set_methanol_shipping = ( shipping_methanol_share * p_set.rename(lambda x: x + " shipping methanol") * efficiency ) if not options["regional_methanol_demand"]: - p_set_methanol = p_set_methanol.sum() + p_set_methanol_shipping = p_set_methanol_shipping.sum() n.madd( "Bus", @@ -2825,7 +2867,7 @@ def add_industry(n, costs): spatial.methanol.shipping, bus=spatial.methanol.shipping, carrier="shipping methanol", - p_set=p_set_methanol, + p_set=p_set_methanol_shipping, ) n.madd( From b890149d39aa05cd91d52d792a2b395e5aae06cb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 18 May 2024 12:22:28 +0000 Subject: [PATCH 231/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/plot_summary.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index c84490276..39fbba030 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -477,9 +477,9 @@ def plot_carbon_budget_distribution(input_eurostat, options): ) emissions = historical_emissions(countries) # add other years https://sdi.eea.europa.eu/data/0569441f-2853-4664-a7cd-db969ef54de0 - emissions.loc[2019] = 3.414362 - emissions.loc[2020] = 3.092434 - emissions.loc[2021] = 3.290418 + emissions.loc[2019] = 3.414362 + emissions.loc[2020] = 3.092434 + emissions.loc[2021] = 3.290418 emissions.loc[2022] = 3.213025 if snakemake.config["foresight"] == "myopic": From 9152425936d36882093e9e2237fff228e38c1759 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 11:51:24 +0200 Subject: [PATCH 232/270] remove handling of tsam as optional dependency --- scripts/time_aggregation.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 93b41f3af..3ccc9a670 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -91,13 +91,6 @@ segments = int(resolution[:-3]) logger.info(f"Use temporal segmentation with {segments} segments") - try: - import tsam.timeseriesaggregation as tsam - except ImportError: - raise ModuleNotFoundError( - "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" - ) - # Get all time-dependent data dfs = [ pnl From bf33518135280d4a155518e6f0d4fc648574a4c5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 11:51:45 +0200 Subject: [PATCH 233/270] time_aggregation: add missing logger object --- scripts/time_aggregation.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 3ccc9a670..d7d072126 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -47,6 +47,8 @@ update_config_from_wildcards, ) +logger = logging.getLogger(__name__) + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From 60441ddfdd29d4811b87d21e9cfd63bae8bf95d8 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 11:52:23 +0200 Subject: [PATCH 234/270] pre-commit formatting [no ci] --- scripts/time_aggregation.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index d7d072126..a8ad7aaac 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -20,9 +20,12 @@ Inputs ------ -- ``networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc``: the network whose snapshots are to be aggregated -- ``resources/hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc``: the total hourly heat demand -- ``resources/solar_thermal_total_elec_s{simpl}_{clusters}.nc``: the total hourly solar thermal generation +- ``networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc``: the network whose + snapshots are to be aggregated +- ``resources/hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc``: the total + hourly heat demand +- ``resources/solar_thermal_total_elec_s{simpl}_{clusters}.nc``: the total + hourly solar thermal generation Outputs ------- @@ -31,7 +34,10 @@ Description ----------- -Computes a time aggregation scheme for the given network, in the form of a CSV file with the snapshot weightings, indexed by the new subset of snapshots. This rule only computes said aggregation scheme; aggregation of time-varying network data is done in ``prepare_sector_network.py``. +Computes a time aggregation scheme for the given network, in the form of a CSV +file with the snapshot weightings, indexed by the new subset of snapshots. This +rule only computes said aggregation scheme; aggregation of time-varying network +data is done in ``prepare_sector_network.py``. """ From d7435b6214a6fb27415730646a3eab72c46b279f Mon Sep 17 00:00:00 2001 From: Sermisha Date: Mon, 20 May 2024 14:57:18 +0530 Subject: [PATCH 235/270] Modification to function "add_operational_reserve_margin" in solve_network.py Typecasted pandas dataframes to xarray datasets to allow for multiplication with pypsa variables --- scripts/solve_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 11de61517..4028a1565 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -735,7 +735,7 @@ def add_operational_reserve_margin(n, sns, config): .loc[vres_i.intersection(ext_i)] .rename({"Generator-ext": "Generator"}) ) - lhs = summed_reserve + (p_nom_vres * (-EPSILON_VRES * capacity_factor)).sum( + lhs = summed_reserve + (p_nom_vres * (-EPSILON_VRES * xr.DataArray(capacity_factor))).sum( "Generator" ) @@ -767,7 +767,7 @@ def add_operational_reserve_margin(n, sns, config): p_max_pu = get_as_dense(n, "Generator", "p_max_pu") - lhs = dispatch + reserve - capacity_variable * p_max_pu[ext_i] + lhs = dispatch + reserve - capacity_variable * xr.DataArray(p_max_pu[ext_i]) rhs = (p_max_pu[fix_i] * capacity_fixed).reindex(columns=gen_i, fill_value=0) From 6722e584ba179a99ae5684c2fff93dab3d418934 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 10:03:41 +0000 Subject: [PATCH 236/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/solve_network.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 4028a1565..8a577e232 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -735,9 +735,9 @@ def add_operational_reserve_margin(n, sns, config): .loc[vres_i.intersection(ext_i)] .rename({"Generator-ext": "Generator"}) ) - lhs = summed_reserve + (p_nom_vres * (-EPSILON_VRES * xr.DataArray(capacity_factor))).sum( - "Generator" - ) + lhs = summed_reserve + ( + p_nom_vres * (-EPSILON_VRES * xr.DataArray(capacity_factor)) + ).sum("Generator") # Total demand per t demand = get_as_dense(n, "Load", "p_set").sum(axis=1) From 7ce15931e50a712c2cc59cd8f1ea3e859cce93ec Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 12:41:54 +0200 Subject: [PATCH 237/270] add simplified power distribution grid losses --- config/config.default.yaml | 2 ++ doc/release_notes.rst | 9 +++++++++ scripts/prepare_sector_network.py | 10 ++++++++++ 3 files changed, 21 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0ac068479..5e08a0dd5 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -592,6 +592,8 @@ sector: gas pipeline: efficiency_per_1000km: 1 #0.977 compression_per_1000km: 0.01 + electricity distribution grid: + efficiency_static: 0.97 H2_network: true gas_network: false H2_retrofit: false diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 1affc00e2..b9722464b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,15 @@ Release Notes Upcoming Release ================ +* Added default values for power distribution losses, assuming uniform losses of + 3% on distribution grid links (cf. ``sector: transmission_efficiency: + electricity distribution grid: efficiency_static: 0.97``). Since distribution + losses are included in national load reports (cf. `this report + `_), + these are deducted from the national load time series to avoid double counting + of losses. Further extensions to country-specific loss factors and + developments by planning horizon are planned. + * Doubled solar rooftop potentials to roughly 1 TW for Europe based on `recent European Commission reports `_. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2718465e1..1eb3783ba 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -966,6 +966,16 @@ def insert_electricity_distribution_grid(n, costs): capital_cost=costs.at["electricity distribution grid", "fixed"] * cost_factor, ) + # deduct distribution losses from electricity demand as these are included in total load + # https://nbviewer.org/github/Open-Power-System-Data/datapackage_timeseries/blob/2020-10-06/main.ipynb + if ( + efficiency := options["transmission_efficiency"] + .get("electricity distribution grid", {}) + .get("efficiency_static") + ): + logger.info(f"Deducting distribution losses from electricity demand: {100*(1-efficiency)}%") + n.loads_t.p_set.loc[:, n.loads.carrier == "electricity"] *= efficiency + # this catches regular electricity load and "industry electricity" and # "agriculture machinery electric" and "agriculture electricity" loads = n.loads.index[n.loads.carrier.str.contains("electric")] From c89ce9f04512cf4a61c3bff6cb1b19fd9ff2aaf0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 15:00:46 +0200 Subject: [PATCH 238/270] bugfix: correctly distinguish existing OCGT and CCGT --- config/config.default.yaml | 2 +- doc/release_notes.rst | 3 +++ scripts/add_electricity.py | 1 - scripts/build_powerplants.py | 2 +- 4 files changed, 5 insertions(+), 3 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 5e08a0dd5..ddca9f803 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -107,7 +107,7 @@ electricity: H2: 168 extendable_carriers: - Generator: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float, OCGT] + Generator: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float, OCGT, CCGT] StorageUnit: [] # battery, H2 Store: [battery, H2] Link: [] # H2 pipeline diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b9722464b..ebb07b2a3 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,9 @@ Release Notes Upcoming Release ================ +* Bugfix: Make sure that gas-fired power plants are correctly added as OCGT or + CCGT in :mod:`add_electricity`. Previously they were always added as OCGT. + * Added default values for power distribution losses, assuming uniform losses of 3% on distribution grid links (cf. ``sector: transmission_efficiency: electricity distribution grid: efficiency_static: 0.97``). Since distribution diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 0685e42fc..7a856b95f 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -270,7 +270,6 @@ def load_powerplants(ppl_fn): "bioenergy": "biomass", "ccgt, thermal": "CCGT", "hard coal": "coal", - "natural gas": "OCGT", } return ( pd.read_csv(ppl_fn, index_col=0, dtype={"bus": "str"}) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 66a016244..c4bf10bce 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -148,7 +148,7 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): def replace_natural_gas_technology(df): - mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT"} + mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT", "Not Found": "CCGT"} tech = df.Technology.replace(mapping).fillna("CCGT") return df.Technology.mask(df.Fueltype == "Natural Gas", tech) From f25c594a07d21ea207421dd35b168707b7342433 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 15:37:54 +0200 Subject: [PATCH 239/270] bugfix: include total heavy-duty road freight; do not treat total transport as other but including electricity --- scripts/build_energy_totals.py | 35 +++++++++++++--------------------- 1 file changed, 13 insertions(+), 22 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 2f4f29b6d..f40d7e1a6 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -842,7 +842,7 @@ def rescale_idees_from_eurostat( "total": [ "total agriculture heat", "total agriculture machinery", - "total agriculture", # = sum of all other agriculture categories + "total agriculture", ], "elec": [ "total agriculture electricity", @@ -850,10 +850,11 @@ def rescale_idees_from_eurostat( }, "Road": { "total": [ - "total road", # = sum of all other road categories + "total road", "total passenger cars", "total other road passenger", "total light duty road freight", + "total heavy duty road freight", ], "elec": [ "electricity road", @@ -941,31 +942,21 @@ def rescale_idees_from_eurostat( energy.loc[slicer_source, navigation].squeeze(axis=0), ).values - # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) - energy.loc[country, "total agriculture"] = energy.loc[ - country, - [ + # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) + sel = [ "total agriculture electricity", "total agriculture heat", "total agriculture machinery", - ], - ].sum(axis=1) + ] + energy.loc[country, "total agriculture"] = energy.loc[country, sel].sum(axis=1) - energy.loc[country, "total road"] = ( - energy[ - [ - "total passenger cars", - "total other road passenger", - "total light duty road freight", - "electricity road", - "electricity passenger cars", - "electricity other road passenger", - "electricity light duty road freight", - ] + sel = [ + "total passenger cars", + "total other road passenger", + "total light duty road freight", + "total heavy duty road freight", ] - .loc[country, :] - .sum(axis=1) - ) + energy.loc[country, "total road"] = energy.loc[country, sel].sum(axis=1) return energy From a2012d89373b9a6f2e8911f84e52299b1d4cae76 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 15:49:40 +0200 Subject: [PATCH 240/270] pre-commit formatting [no ci] --- data/agg_p_nom_minmax.csv | 2 +- scripts/build_powerplants.py | 6 +++++- scripts/prepare_sector_network.py | 4 +++- scripts/solve_network.py | 25 ++++++++++++++++++------- 4 files changed, 27 insertions(+), 10 deletions(-) diff --git a/data/agg_p_nom_minmax.csv b/data/agg_p_nom_minmax.csv index 974b13a26..a3a10dc21 100644 --- a/data/agg_p_nom_minmax.csv +++ b/data/agg_p_nom_minmax.csv @@ -30,4 +30,4 @@ DK,solar,,,,,, BE,onwind,,,,,, BE,offwind-ac,,,,,, BE,offwind-dc,,,,,, -BE,solar,,,,,, \ No newline at end of file +BE,solar,,,,,, diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index c4bf10bce..4e2bb88f3 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -148,7 +148,11 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): def replace_natural_gas_technology(df): - mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT", "Not Found": "CCGT"} + mapping = { + "Steam Turbine": "CCGT", + "Combustion Engine": "OCGT", + "Not Found": "CCGT", + } tech = df.Technology.replace(mapping).fillna("CCGT") return df.Technology.mask(df.Fueltype == "Natural Gas", tech) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 1eb3783ba..fee927a2d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -973,7 +973,9 @@ def insert_electricity_distribution_grid(n, costs): .get("electricity distribution grid", {}) .get("efficiency_static") ): - logger.info(f"Deducting distribution losses from electricity demand: {100*(1-efficiency)}%") + logger.info( + f"Deducting distribution losses from electricity demand: {100*(1-efficiency)}%" + ) n.loads_t.p_set.loc[:, n.loads.carrier == "electricity"] *= efficiency # this catches regular electricity load and "industry electricity" and diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 689d4de50..a0b28b90d 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -531,28 +531,39 @@ def add_CCL_constraints(n, config): agg_p_nom_limits: data/agg_p_nom_minmax.csv """ agg_p_nom_minmax = pd.read_csv( - config["solving"]["agg_p_nom_limits"]["file"], - index_col=[0, 1], header=[0, 1] + config["solving"]["agg_p_nom_limits"]["file"], index_col=[0, 1], header=[0, 1] )[snakemake.wildcards.planning_horizons] logger.info("Adding generation capacity constraints per carrier and country") p_nom = n.model["Generator-p_nom"] gens = n.generators.query("p_nom_extendable").rename_axis(index="Generator-ext") if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: - rename_offwind = {"offwind-ac": "offwind-all", "offwind-dc": "offwind-all", "offwind": "offwind-all"} + rename_offwind = { + "offwind-ac": "offwind-all", + "offwind-dc": "offwind-all", + "offwind": "offwind-all", + } gens = gens.replace(rename_offwind) grouper = pd.concat([gens.bus.map(n.buses.country), gens.carrier], axis=1) lhs = p_nom.groupby(grouper).sum().rename(bus="country") if config["solving"]["agg_p_nom_limits"]["include_existing"]: - gens_cst = n.generators.query("~p_nom_extendable").rename_axis(index="Generator-cst") + gens_cst = n.generators.query("~p_nom_extendable").rename_axis( + index="Generator-cst" + ) gens_cst = gens_cst[ - (gens_cst["build_year"] + gens_cst["lifetime"]) >= int(snakemake.wildcards.planning_horizons)] + (gens_cst["build_year"] + gens_cst["lifetime"]) + >= int(snakemake.wildcards.planning_horizons) + ] if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: gens_cst = gens_cst.replace(rename_offwind) rhs_cst = ( - pd.concat([gens_cst.bus.map(n.buses.country), gens_cst[["carrier", "p_nom"]]], axis=1) - .groupby(["bus", "carrier"]).sum() + pd.concat( + [gens_cst.bus.map(n.buses.country), gens_cst[["carrier", "p_nom"]]], + axis=1, + ) + .groupby(["bus", "carrier"]) + .sum() ) rhs_cst.index = rhs_cst.index.rename({"bus": "country"}) rhs_min = agg_p_nom_minmax["min"].dropna() From c7d8af998cff59ce265dd285080e5e7330cf097c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 17:00:56 +0200 Subject: [PATCH 241/270] only apply rolling horizon setting in (closes #864) --- doc/configtables/solving.csv | 2 +- doc/release_notes.rst | 2 ++ scripts/solve_network.py | 2 +- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index e4e15f1d0..4cfb90657 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -4,7 +4,7 @@ options,,, -- load_shedding,bool/float,"{'true','false', float}","Add generators with very high marginal cost to simulate load shedding and avoid problem infeasibilities. If load shedding is a float, it denotes the marginal cost in EUR/kWh." -- noisy_costs,bool,"{'true','false'}","Add random noise to marginal cost of generators by :math:`\mathcal{U}(0.009,0,011)` and capital cost of lines and links by :math:`\mathcal{U}(0.09,0,11)`." -- skip_iterations,bool,"{'true','false'}","Skip iterating, do not update impedances of branches. Defaults to true." --- rolling_horizon,bool,"{'true','false'}","Whether to optimize the network in a rolling horizon manner, where the snapshot range is split into slices of size `horizon` which are solved consecutively." +-- rolling_horizon,bool,"{'true','false'}","Switch for rule :mod:`solve_operations_network` whether to optimize the network in a rolling horizon manner, where the snapshot range is split into slices of size `horizon` which are solved consecutively. This setting has currently no effect on sector-coupled networks." -- seed,--,int,Random seed for increased deterministic behaviour. -- custom_extra_functionality,--,str,Path to a Python file with custom extra functionality code to be injected into the solving rules of the workflow relative to ``rules`` directory. -- io_api,string,"{'lp','mps','direct'}",Passed to linopy and determines the API used to communicate with the solver. With the ``'lp'`` and ``'mps'`` options linopy passes a file to the solver; with the ``'direct'`` option (only supported for HIGHS and Gurobi) linopy uses an in-memory python API resulting in better performance. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 256694ecb..9a8826295 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -303,6 +303,8 @@ Upcoming Release * Time aggregation for sector-coupled networks have been split into its own rule. When using time step segmentation, time aggregation is constant over planning horizons of the same network. +* Clarify that the rolling-horizon setting ``solving: rolling_horizon:`` only works for the rule :mod:`solve_operations_network` and not for networks with sector-coupling or investment variables. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/solve_network.py b/scripts/solve_network.py index a0b28b90d..6aedf54be 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -1050,7 +1050,7 @@ def solve_network(n, config, solving, **kwargs): # add to network for extra_functionality n.config = config - if rolling_horizon: + if rolling_horizon and snakemake.rule == 'solve_operations_network': kwargs["horizon"] = cf_solving.get("horizon", 365) kwargs["overlap"] = cf_solving.get("overlap", 0) n.optimize.optimize_with_rolling_horizon(**kwargs) From a8cd1186b84f0337ec3eeee03761bc36202545d1 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 17:18:55 +0200 Subject: [PATCH 242/270] clarify differences between Co2L in {sector_opts} and {opts} wildcard (closes #865) --- doc/configtables/co2_budget.csv | 2 +- doc/configtables/sector-opts.csv | 2 +- doc/configuration.rst | 2 +- scripts/time_aggregation.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/configtables/co2_budget.csv b/doc/configtables/co2_budget.csv index 21b42f056..8f11f9c6a 100644 --- a/doc/configtables/co2_budget.csv +++ b/doc/configtables/co2_budget.csv @@ -1,2 +1,2 @@ ,Unit,Values,Description -co2_budget,--,Dictionary with planning horizons as keys.,CO2 budget as a fraction of 1990 emissions. Overwritten if ``CO2Lx`` or ``cb`` are set in ``{sector_opts}`` wildcard"doc/configtables/othertoplevel.csv +co2_budget,--,Dictionary with planning horizons as keys.,CO2 budget as a fraction of 1990 emissions. Overwritten if ``Co2Lx`` or ``cb`` are set in ``{sector_opts}`` wildcard"doc/configtables/othertoplevel.csv diff --git a/doc/configtables/sector-opts.csv b/doc/configtables/sector-opts.csv index 5f5bb2501..afe631fab 100644 --- a/doc/configtables/sector-opts.csv +++ b/doc/configtables/sector-opts.csv @@ -1,6 +1,6 @@ Trigger, Description, Definition, Status ``nH``, i.e. ``2h``-``6h``, "Resample the time-resolution by averaging over every ``n`` snapshots, ``prepare_network``: `average_every_nhours() `_ and its `caller `__)", In active use -``Co2L``, Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. If a float is appended an overall emission limit relative to the emission level given in ``electricity: co2base`` is added (e.g. ``Co2L0.05`` limits emissisions to 5% of what is given in ``electricity: co2base``), ``prepare_network``: `add_co2limit() `_ and its `caller `__, In active use +``Co2L`` + ``n``, Add an overall absolute carbon-dioxide emissions limit of ``n`` times of the 1990 base emissions (e.g. ``Co2L0.05`` limits emissisions to 5% of what is calculated in the rule :mod:``prepare_sector_network`` in the function ``co2_emissions_year()``),:mod:``prepare_sector_network`` in the function ``co2_emissions_year()`` , In active use ``carrier+{c|p|m}factor``,"Alter the capital cost (``c``), installable potential (``p``) or marginal costs (``m``) of a carrier by a factor. Example: ``solar+c0.5`` reduces the capital cost of solar to 50\% of original values.", ``prepare_network``, In active use ``T``,Add land transport sector,,In active use ``H``,Add heating sector,,In active use diff --git a/doc/configuration.rst b/doc/configuration.rst index f34e9109d..8695d4bb4 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -174,7 +174,7 @@ Switches for some rules and optional features. :file: configtables/co2_budget.csv .. note:: - this parameter is over-ridden if ``CO2Lx`` or ``cb`` is set in + this parameter is over-ridden if ``Co2Lx`` or ``cb`` is set in sector_opts. .. _electricity_cf: diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index a8ad7aaac..3792a39fa 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -66,7 +66,7 @@ opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-24h-T-H-B-I-A-dist1", + sector_opts="Co2L0-24h-T-H-B-I-A-dist1", planning_horizons="2030", ) From 60a26a67a0194186325e53f3f933fbbcdac05408 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 21:08:44 +0200 Subject: [PATCH 243/270] simplify check for coal/coke industry demand --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0368397e4..0d359e0d0 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3240,7 +3240,7 @@ def add_industry(n, costs): p_set=p_set, ) - if (industrial_demand["coke"].sum() + industrial_demand["coal"].sum()) != 0: + if industrial_demand[["coke", "coal"]].sum().sum() > 0: add_carrier_buses(n, "coal") mwh_coal_per_mwh_coke = 1.366 # from eurostat energy balance From 00efffcc13f85ab61e64abdaf596f1f7e74cbbfc Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 22:06:31 +0200 Subject: [PATCH 244/270] move up methanol for industry, to before shipping --- scripts/prepare_sector_network.py | 136 +++++++++++++++--------------- 1 file changed, 69 insertions(+), 67 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ecb1f2a29..0e4367d10 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2679,73 +2679,7 @@ def add_industry(n, costs): p_set=industrial_demand.loc[nodes, "hydrogen"] / nhours, ) - shipping_hydrogen_share = get(options["shipping_hydrogen_share"], investment_year) - shipping_methanol_share = get(options["shipping_methanol_share"], investment_year) - shipping_oil_share = get(options["shipping_oil_share"], investment_year) - - total_share = shipping_hydrogen_share + shipping_methanol_share + shipping_oil_share - if total_share != 1: - logger.warning( - f"Total shipping shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." - ) - - domestic_navigation = pop_weighted_energy_totals.loc[ - nodes, "total domestic navigation" - ].squeeze() - international_navigation = ( - pd.read_csv(snakemake.input.shipping_demand, index_col=0).squeeze() * nyears - ) - all_navigation = domestic_navigation + international_navigation - p_set = all_navigation * 1e6 / nhours - - if shipping_hydrogen_share: - oil_efficiency = options.get( - "shipping_oil_efficiency", options.get("shipping_average_efficiency", 0.4) - ) - efficiency = oil_efficiency / costs.at["fuel cell", "efficiency"] - shipping_hydrogen_share = get( - options["shipping_hydrogen_share"], investment_year - ) - - if options["shipping_hydrogen_liquefaction"]: - n.madd( - "Bus", - nodes, - suffix=" H2 liquid", - carrier="H2 liquid", - location=nodes, - unit="MWh_LHV", - ) - - n.madd( - "Link", - nodes + " H2 liquefaction", - bus0=nodes + " H2", - bus1=nodes + " H2 liquid", - carrier="H2 liquefaction", - efficiency=costs.at["H2 liquefaction", "efficiency"], - capital_cost=costs.at["H2 liquefaction", "fixed"], - p_nom_extendable=True, - lifetime=costs.at["H2 liquefaction", "lifetime"], - ) - - shipping_bus = nodes + " H2 liquid" - else: - shipping_bus = nodes + " H2" - - efficiency = ( - options["shipping_oil_efficiency"] / costs.at["fuel cell", "efficiency"] - ) - p_set_hydrogen = shipping_hydrogen_share * p_set * efficiency - - n.madd( - "Load", - nodes, - suffix=" H2 for shipping", - bus=shipping_bus, - carrier="H2 for shipping", - p_set=p_set_hydrogen, - ) + # methanol for industry n.madd( "Bus", @@ -2825,6 +2759,74 @@ def add_industry(n, costs): efficiency3=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_tCO2"], ) + shipping_hydrogen_share = get(options["shipping_hydrogen_share"], investment_year) + shipping_methanol_share = get(options["shipping_methanol_share"], investment_year) + shipping_oil_share = get(options["shipping_oil_share"], investment_year) + + total_share = shipping_hydrogen_share + shipping_methanol_share + shipping_oil_share + if total_share != 1: + logger.warning( + f"Total shipping shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." + ) + + domestic_navigation = pop_weighted_energy_totals.loc[ + nodes, "total domestic navigation" + ].squeeze() + international_navigation = ( + pd.read_csv(snakemake.input.shipping_demand, index_col=0).squeeze() * nyears + ) + all_navigation = domestic_navigation + international_navigation + p_set = all_navigation * 1e6 / nhours + + if shipping_hydrogen_share: + oil_efficiency = options.get( + "shipping_oil_efficiency", options.get("shipping_average_efficiency", 0.4) + ) + efficiency = oil_efficiency / costs.at["fuel cell", "efficiency"] + shipping_hydrogen_share = get( + options["shipping_hydrogen_share"], investment_year + ) + + if options["shipping_hydrogen_liquefaction"]: + n.madd( + "Bus", + nodes, + suffix=" H2 liquid", + carrier="H2 liquid", + location=nodes, + unit="MWh_LHV", + ) + + n.madd( + "Link", + nodes + " H2 liquefaction", + bus0=nodes + " H2", + bus1=nodes + " H2 liquid", + carrier="H2 liquefaction", + efficiency=costs.at["H2 liquefaction", "efficiency"], + capital_cost=costs.at["H2 liquefaction", "fixed"], + p_nom_extendable=True, + lifetime=costs.at["H2 liquefaction", "lifetime"], + ) + + shipping_bus = nodes + " H2 liquid" + else: + shipping_bus = nodes + " H2" + + efficiency = ( + options["shipping_oil_efficiency"] / costs.at["fuel cell", "efficiency"] + ) + p_set_hydrogen = shipping_hydrogen_share * p_set * efficiency + + n.madd( + "Load", + nodes, + suffix=" H2 for shipping", + bus=shipping_bus, + carrier="H2 for shipping", + p_set=p_set_hydrogen, + ) + if shipping_methanol_share: efficiency = ( options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] From b29b9e6c5d91cb631fdfee8c7d2220d03278bb82 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 20:25:40 +0000 Subject: [PATCH 245/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 10 +++------- 1 file changed, 3 insertions(+), 7 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0e4367d10..fb290130b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2708,9 +2708,8 @@ def add_industry(n, costs): ) p_set_methanol = ( - industrial_demand["methanol"] - .rename(lambda x: x + " industry methanol") - / nhours + industrial_demand["methanol"].rename(lambda x: x + " industry methanol") + / nhours ) if not options["regional_methanol_demand"]: @@ -2732,10 +2731,7 @@ def add_industry(n, costs): bus2="co2 atmosphere", carrier="industry methanol", p_nom_extendable=True, - efficiency2=1 - / options[ - "MWh_MeOH_per_tCO2" - ], + efficiency2=1 / options["MWh_MeOH_per_tCO2"], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh ) From d32feb3aae4eab6697aec90ca47590f017a02088 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 22:37:16 +0200 Subject: [PATCH 246/270] mark downloaded files as ancient rather than protected --- doc/release_notes.rst | 2 ++ rules/retrieve.smk | 10 +++++----- scripts/prepare_sector_network.py | 10 +++------- 3 files changed, 10 insertions(+), 12 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 49249a304..a5454c3b6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -314,6 +314,8 @@ Upcoming Release directly as methanol demand rather than with fixed methane and electricity demands from today's industry sector ratios. +* Mark downloaded files as ``ancient`` rather than ``protected``. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/rules/retrieve.smk b/rules/retrieve.smk index d9ba58e26..58c15f5f0 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -33,8 +33,8 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", rule retrieve_databundle: output: - protected(expand("data/bundle/{file}", file=datafiles)), - protected(directory("data/bundle/jrc-idees-2015")), + ancient(expand("data/bundle/{file}", file=datafiles)), + ancient(directory("data/bundle/jrc-idees-2015")), log: "logs/retrieve_databundle.log", resources: @@ -158,7 +158,7 @@ if config["enable"]["retrieve"]: keep_local=True, ), output: - protected("data/shipdensity_global.zip"), + ancient("data/shipdensity_global.zip"), log: "logs/retrieve_ship_raster.log", resources: @@ -240,7 +240,7 @@ if config["enable"]["retrieve"]: zip="data/WDPA_shp.zip", folder=directory("data/WDPA"), output: - gpkg=protected("data/WDPA.gpkg"), + gpkg=ancient("data/WDPA.gpkg"), run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") @@ -265,7 +265,7 @@ if config["enable"]["retrieve"]: zip="data/WDPA_WDOECM_marine.zip", folder=directory("data/WDPA_WDOECM_marine"), output: - gpkg=protected("data/WDPA_WDOECM_marine.gpkg"), + gpkg=ancient("data/WDPA_WDOECM_marine.gpkg"), run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0e4367d10..fb290130b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2708,9 +2708,8 @@ def add_industry(n, costs): ) p_set_methanol = ( - industrial_demand["methanol"] - .rename(lambda x: x + " industry methanol") - / nhours + industrial_demand["methanol"].rename(lambda x: x + " industry methanol") + / nhours ) if not options["regional_methanol_demand"]: @@ -2732,10 +2731,7 @@ def add_industry(n, costs): bus2="co2 atmosphere", carrier="industry methanol", p_nom_extendable=True, - efficiency2=1 - / options[ - "MWh_MeOH_per_tCO2" - ], + efficiency2=1 / options["MWh_MeOH_per_tCO2"], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh ) From 849bdae0d522e580b1ca0dcafdeb2b740506e854 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 22:40:23 +0200 Subject: [PATCH 247/270] add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index a5454c3b6..551b8c482 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -316,6 +316,8 @@ Upcoming Release * Mark downloaded files as ``ancient`` rather than ``protected``. +* Fix file name enconding in optional rule :mod:`build_biomass_transport_costs` depending on the operating system. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From 3d5d56acf31e553531d4b3074e368232a795e5a0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 14:19:28 +0200 Subject: [PATCH 248/270] only use ancient for inputs not outputs --- rules/retrieve.smk | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 58c15f5f0..5e63bdf46 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -33,8 +33,8 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", rule retrieve_databundle: output: - ancient(expand("data/bundle/{file}", file=datafiles)), - ancient(directory("data/bundle/jrc-idees-2015")), + expand("data/bundle/{file}", file=datafiles), + directory("data/bundle/jrc-idees-2015"), log: "logs/retrieve_databundle.log", resources: @@ -158,7 +158,7 @@ if config["enable"]["retrieve"]: keep_local=True, ), output: - ancient("data/shipdensity_global.zip"), + "data/shipdensity_global.zip", log: "logs/retrieve_ship_raster.log", resources: @@ -240,7 +240,7 @@ if config["enable"]["retrieve"]: zip="data/WDPA_shp.zip", folder=directory("data/WDPA"), output: - gpkg=ancient("data/WDPA.gpkg"), + gpkg="data/WDPA.gpkg", run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") @@ -265,7 +265,7 @@ if config["enable"]["retrieve"]: zip="data/WDPA_WDOECM_marine.zip", folder=directory("data/WDPA_WDOECM_marine"), output: - gpkg=ancient("data/WDPA_WDOECM_marine.gpkg"), + gpkg="data/WDPA_WDOECM_marine.gpkg", run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") From d19a3bcb64a222d47a59ecd1b4e759117f366579 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 14:22:21 +0200 Subject: [PATCH 249/270] time_aggregation: handle case where resolution is bool false --- scripts/time_aggregation.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 3792a39fa..1c01a08de 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -78,13 +78,13 @@ resolution = snakemake.params.time_resolution # Representative snapshots - if "sn" in resolution.lower(): + if isinstance(resolution, str) and "sn" in resolution.lower(): logger.info("Use representative snapshots") # Output an empty csv; this is taken care of in prepare_sector_network.py pd.DataFrame().to_csv(snakemake.output.snapshot_weightings) # Plain resampling - elif "h" in resolution.lower(): + elif isinstance(resolution, str) and "h" in resolution.lower(): offset = resolution.lower() logger.info(f"Averaging every {offset} hours") snapshot_weightings = n.snapshot_weightings.resample(offset).sum() @@ -95,7 +95,7 @@ snapshot_weightings.to_csv(snakemake.output.snapshot_weightings) # Temporal segmentation - elif "seg" in resolution.lower(): + elif isinstance(resolution, str) and "seg" in resolution.lower(): segments = int(resolution[:-3]) logger.info(f"Use temporal segmentation with {segments} segments") From ca451fe9d57041527fd2fdf3b9ba0b4a8a487e3a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 14:55:58 +0200 Subject: [PATCH 250/270] ruff: safe fixes --- scripts/build_daily_heat_demand.py | 1 - scripts/build_energy_totals.py | 1 - scripts/build_line_rating.py | 1 - scripts/cluster_network.py | 1 - scripts/prepare_perfect_foresight.py | 1 - scripts/solve_network.py | 1 - 6 files changed, 6 deletions(-) diff --git a/scripts/build_daily_heat_demand.py b/scripts/build_daily_heat_demand.py index 54c5c3861..b5a69e891 100644 --- a/scripts/build_daily_heat_demand.py +++ b/scripts/build_daily_heat_demand.py @@ -9,7 +9,6 @@ import atlite import geopandas as gpd import numpy as np -import pandas as pd import xarray as xr from _helpers import get_snapshots, set_scenario_config from dask.distributed import Client, LocalCluster diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 439f7ac1f..fc0887ec7 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -8,7 +8,6 @@ import logging import multiprocessing as mp -import os from functools import partial import country_converter as coco diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index f9c71ea3d..f4b01fe03 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -55,7 +55,6 @@ import atlite import geopandas as gpd import numpy as np -import pandas as pd import pypsa import xarray as xr from _helpers import configure_logging, get_snapshots, set_scenario_config diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 87762b369..da7bd1788 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -122,7 +122,6 @@ """ import logging -import os import warnings from functools import reduce diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index fea0cef4c..c5e4caf90 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -7,7 +7,6 @@ """ import logging -import re import numpy as np import pandas as pd diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 67f39d16c..7dd53597b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -31,7 +31,6 @@ import os import re import sys -from functools import reduce import numpy as np import pandas as pd From 9545b757b0ce087d034ba988ea62ca7e3e5bba3d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 15:28:03 +0200 Subject: [PATCH 251/270] correctly trigger add_solar_potential_constraints --- scripts/solve_network.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 7dd53597b..9d4521db7 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -997,7 +997,11 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) - if {"solar-hsat", "solar"}.issubset(config["renewable"].keys()): + if {"solar-hsat", "solar"}.issubset( + config["electricity"]["renewable_carriers"] + ) and {"solar-hsat", "solar"}.issubset( + config["electricity"]["extendable_carriers"]["Generator"] + ): add_solar_potential_constraints(n, config) add_battery_constraints(n) From da10374158a43982b1d07b1de1c9f76fa017e3cd Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 15:28:24 +0200 Subject: [PATCH 252/270] apply ruff linting --- scripts/add_existing_baseyear.py | 4 +--- scripts/base_network.py | 4 ++-- scripts/build_biomass_potentials.py | 3 ++- scripts/build_energy_totals.py | 1 - scripts/build_existing_heating_distribution.py | 1 - scripts/retrieve_electricity_demand.py | 4 ++-- scripts/solve_network.py | 1 - scripts/time_aggregation.py | 1 + 8 files changed, 8 insertions(+), 11 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 8eac44f64..8b8ea6b06 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -63,7 +63,7 @@ def add_existing_renewables(df_agg, costs): """ tech_map = {"solar": "PV", "onwind": "Onshore", "offwind": "Offshore"} - countries = snakemake.config["countries"] + countries = snakemake.config["countries"] # noqa: F841 irena = pm.data.IRENASTAT().powerplant.convert_country_to_alpha2() irena = irena.query("Country in @countries") irena = irena.groupby(["Technology", "Country", "Year"]).Capacity.sum() @@ -440,8 +440,6 @@ def add_heating_capacities_installed_before_baseyear( snakemake.input.existing_heating_distribution, header=[0, 1], index_col=0 ) - techs = existing_heating.columns.get_level_values(1).unique() - for name in existing_heating.columns.get_level_values(0).unique(): name_type = "central" if name == "urban central" else "decentral" diff --git a/scripts/base_network.py b/scripts/base_network.py index b811f6250..df3bc2b2c 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -896,7 +896,7 @@ def build_bus_shapes(n, country_shapes, offshore_shapes, countries): shapes = pd.concat(onshore_regions, ignore_index=True) - return onshore_regions, offshore_regions, shapes + return onshore_regions, offshore_regions, shapes, offshore_shapes def append_bus_shapes(n, shapes, type): @@ -950,7 +950,7 @@ def append_bus_shapes(n, shapes, type): snakemake.config, ) - onshore_regions, offshore_regions, shapes = build_bus_shapes( + onshore_regions, offshore_regions, shapes, offshore_shapes = build_bus_shapes( n, snakemake.input.country_shapes, snakemake.input.offshore_shapes, diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index 79e2c2037..cebbe22ff 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -13,10 +13,11 @@ import numpy as np import pandas as pd +from _helpers import configure_logging, set_scenario_config + logger = logging.getLogger(__name__) AVAILABLE_BIOMASS_YEARS = [2010, 2020, 2030, 2040, 2050] -from _helpers import configure_logging, set_scenario_config def build_nuts_population_data(year=2013): diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index fc0887ec7..420a6c7c7 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -124,7 +124,6 @@ def build_eurostat(input_eurostat, countries, nprocesses=1, disable_progressbar= df = pd.concat([temp, df.loc[~int_avia]]) # Fill in missing data on "Domestic aviation" for each country. - domestic_avia = df.index.get_level_values(4) == "Domestic aviation" for country in countries: slicer = idx[country, :, :, :, "Domestic aviation"] # For the Total and Fossil energy columns, fill in zeros with diff --git a/scripts/build_existing_heating_distribution.py b/scripts/build_existing_heating_distribution.py index eb2361c28..af4a50a76 100644 --- a/scripts/build_existing_heating_distribution.py +++ b/scripts/build_existing_heating_distribution.py @@ -55,7 +55,6 @@ def build_existing_heating(): nodal_heating = nodal_heating.multiply(pop_layout.fraction, axis=0) district_heat_info = pd.read_csv(snakemake.input.district_heat_share, index_col=0) - dist_fraction = district_heat_info["district fraction of node"] urban_fraction = district_heat_info["urban fraction"] energy_layout = pd.read_csv( diff --git a/scripts/retrieve_electricity_demand.py b/scripts/retrieve_electricity_demand.py index 94077fdf1..80d44f154 100644 --- a/scripts/retrieve_electricity_demand.py +++ b/scripts/retrieve_electricity_demand.py @@ -10,10 +10,10 @@ import pandas as pd -logger = logging.getLogger(__name__) - from _helpers import configure_logging, set_scenario_config +logger = logging.getLogger(__name__) + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 9d4521db7..4c3fc2c58 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -693,7 +693,6 @@ def add_BAU_constraints(n, config): ext_i = n.generators.query("p_nom_extendable") ext_carrier_i = xr.DataArray(ext_i.carrier.rename_axis("Generator-ext")) lhs = p_nom.groupby(ext_carrier_i).sum() - index = mincaps.index.intersection(lhs.indexes["carrier"]) rhs = mincaps[lhs.indexes["carrier"]].rename_axis("carrier") n.model.add_constraints(lhs >= rhs, name="bau_mincaps") diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 1c01a08de..713b9522b 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -47,6 +47,7 @@ import pandas as pd import pypsa import xarray as xr +import tsam.timeseriesaggregation as tsam from _helpers import ( configure_logging, set_scenario_config, From 0370deebca521cf46fe7b07a750867056eb81780 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 15:30:56 +0200 Subject: [PATCH 253/270] apply pre-commit --- scripts/build_biomass_potentials.py | 2 -- scripts/retrieve_electricity_demand.py | 1 - scripts/time_aggregation.py | 2 +- 3 files changed, 1 insertion(+), 4 deletions(-) diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index cebbe22ff..883734ebc 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -12,14 +12,12 @@ import geopandas as gpd import numpy as np import pandas as pd - from _helpers import configure_logging, set_scenario_config logger = logging.getLogger(__name__) AVAILABLE_BIOMASS_YEARS = [2010, 2020, 2030, 2040, 2050] - def build_nuts_population_data(year=2013): pop = pd.read_csv( snakemake.input.nuts3_population, diff --git a/scripts/retrieve_electricity_demand.py b/scripts/retrieve_electricity_demand.py index 80d44f154..d4b8d758f 100644 --- a/scripts/retrieve_electricity_demand.py +++ b/scripts/retrieve_electricity_demand.py @@ -9,7 +9,6 @@ import logging import pandas as pd - from _helpers import configure_logging, set_scenario_config logger = logging.getLogger(__name__) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 713b9522b..97bf180a3 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -46,8 +46,8 @@ import numpy as np import pandas as pd import pypsa -import xarray as xr import tsam.timeseriesaggregation as tsam +import xarray as xr from _helpers import ( configure_logging, set_scenario_config, From eb4381be4d837b27b2dceb8e997344bba5933133 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 15:59:46 +0200 Subject: [PATCH 254/270] update energy balances April 2023 link --- rules/build_sector.smk | 6 +++--- rules/postprocess.smk | 2 +- rules/retrieve.smk | 2 +- scripts/retrieve_eurostat_data.py | 4 ++-- 4 files changed, 7 insertions(+), 7 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 86784fe87..ff0559b4f 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -292,7 +292,7 @@ rule build_energy_totals: swiss_transport="data/gr-e-11.03.02.01.01-cc.csv", idees="data/bundle/jrc-idees-2015", district_heat_share="data/district_heat_share.csv", - eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", + eurostat="data/eurostat/Balances-April2023", output: energy_name=resources("energy_totals.csv"), co2_name=resources("co2_totals.csv"), @@ -509,7 +509,7 @@ rule build_industrial_production_per_country: input: ammonia_production=resources("ammonia_production.csv"), jrc="data/bundle/jrc-idees-2015", - eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", + eurostat="data/eurostat/Balances-April2023", output: industrial_production_per_country=resources( "industrial_production_per_country.csv" @@ -951,7 +951,7 @@ rule prepare_sector_network: else [] ), network=resources("networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc"), - eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", + eurostat="data/eurostat/Balances-April2023", pop_weighted_energy_totals=resources( "pop_weighted_energy_totals_s{simpl}_{clusters}.csv" ), diff --git a/rules/postprocess.smk b/rules/postprocess.smk index d2da99f9e..39fd46c9d 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -230,7 +230,7 @@ rule plot_summary: costs=RESULTS + "csvs/costs.csv", energy=RESULTS + "csvs/energy.csv", balances=RESULTS + "csvs/supply_energy.csv", - eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", + eurostat="data/eurostat/Balances-April2023", co2="data/bundle/eea/UNFCCC_v23.csv", output: costs=RESULTS + "graphs/costs.pdf", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 5e63bdf46..d28185c56 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -47,7 +47,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", rule retrieve_eurostat_data: output: - directory("data/eurostat/eurostat-energy_balances-april_2023_edition"), + directory("data/eurostat/Balances-April2023"), log: "logs/retrieve_eurostat_data.log", retries: 2 diff --git a/scripts/retrieve_eurostat_data.py b/scripts/retrieve_eurostat_data.py index 4b4cea4ac..aaa46aea7 100644 --- a/scripts/retrieve_eurostat_data.py +++ b/scripts/retrieve_eurostat_data.py @@ -27,10 +27,10 @@ set_scenario_config(snakemake) disable_progress = snakemake.config["run"].get("disable_progressbar", False) - url_eurostat = "https://ec.europa.eu/eurostat/documents/38154/4956218/Balances-December2022.zip/f7cf0d19-5c0f-60ad-4e48-098a5ddd6e48?t=1671184070589" + url_eurostat = "https://ec.europa.eu/eurostat/documents/38154/4956218/Balances-April2023.zip" tarball_fn = Path(f"{rootpath}/data/eurostat/eurostat_2023.zip") to_fn = Path( - f"{rootpath}/data/eurostat/eurostat-energy_balances-april_2023_edition/" + f"{rootpath}/data/eurostat/Balances-April2023/" ) logger.info(f"Downloading Eurostat data from '{url_eurostat}'.") From 288ccbd5133a31d1a9abbf4ef29e1666214a957a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 21 May 2024 14:00:41 +0000 Subject: [PATCH 255/270] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/retrieve_eurostat_data.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/retrieve_eurostat_data.py b/scripts/retrieve_eurostat_data.py index aaa46aea7..085da0641 100644 --- a/scripts/retrieve_eurostat_data.py +++ b/scripts/retrieve_eurostat_data.py @@ -27,11 +27,11 @@ set_scenario_config(snakemake) disable_progress = snakemake.config["run"].get("disable_progressbar", False) - url_eurostat = "https://ec.europa.eu/eurostat/documents/38154/4956218/Balances-April2023.zip" - tarball_fn = Path(f"{rootpath}/data/eurostat/eurostat_2023.zip") - to_fn = Path( - f"{rootpath}/data/eurostat/Balances-April2023/" + url_eurostat = ( + "https://ec.europa.eu/eurostat/documents/38154/4956218/Balances-April2023.zip" ) + tarball_fn = Path(f"{rootpath}/data/eurostat/eurostat_2023.zip") + to_fn = Path(f"{rootpath}/data/eurostat/Balances-April2023/") logger.info(f"Downloading Eurostat data from '{url_eurostat}'.") progress_retrieve(url_eurostat, tarball_fn, disable=disable_progress) From 2a6dcc4c1236b3b1ce1bf0d65d93896ccfead14b Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Tue, 21 May 2024 15:44:04 +0000 Subject: [PATCH 256/270] Minor bugfixes for new time aggregation implementation --- scripts/prepare_sector_network.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index fb290130b..3f8dd0225 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3634,15 +3634,13 @@ def set_temporal_aggregation(n, resolution, snapshot_weightings): logger.info("Use every %s snapshot as representative", sn) n.set_snapshots(n.snapshots[::sn]) n.snapshot_weightings *= sn + return n else: # Otherwise, use the provided snapshots snapshot_weightings = pd.read_csv( snapshot_weightings, index_col=0, parse_dates=True ) - n.set_snapshots(snapshot_weightings.index) - n.snapshot_weightings = snapshot_weightings - # Define a series used for aggregation, mapping each hour in # n.snapshots to the closest previous timestep in # snapshot_weightings.index @@ -3656,16 +3654,23 @@ def set_temporal_aggregation(n, resolution, snapshot_weightings): .map(lambda i: snapshot_weightings.index[i]) ) + m = n.copy(with_time=False) + m.set_snapshots(snapshot_weightings.index) + m.snapshot_weightings = snapshot_weightings + # Aggregation all time-varying data. for c in n.iterate_components(): + pnl = getattr(m, c.list_name + "_t") for k, df in c.pnl.items(): if not df.empty: if c.list_name == "stores" and k == "e_max_pu": - c.pnl[k] = df.groupby(aggregation_map).min() + pnl[k] = df.groupby(aggregation_map).min() elif c.list_name == "stores" and k == "e_min_pu": - c.pnl[k] = df.groupby(aggregation_map).max() + pnl[k] = df.groupby(aggregation_map).max() else: - c.pnl[k] = df.groupby(aggregation_map).mean() + pnl[k] = df.groupby(aggregation_map).mean() + + return m def lossy_bidirectional_links(n, carrier, efficiencies={}): @@ -3818,7 +3823,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): if options["allam_cycle"]: add_allam(n, costs) - set_temporal_aggregation( + n = set_temporal_aggregation( n, snakemake.params.time_resolution, snakemake.input.snapshot_weightings ) From b6fa0043bf9ee824a240f780a8b5fa7c0686872c Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Tue, 21 May 2024 15:47:11 +0000 Subject: [PATCH 257/270] Fix disabling transmission limit for volume limit type --- scripts/add_brownfield.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 0f2d6aa37..672f9e62e 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -132,22 +132,20 @@ def disable_grid_expansion_if_limit_hit(n): minimum and extendable is turned off; the corresponding global constraint is then dropped. """ - cols = {"cost": "capital_cost", "volume": "length"} - for limit_type in ["cost", "volume"]: - glcs = n.global_constraints.query( - f"type == 'transmission_expansion_{limit_type}_limit'" - ) + types = {"expansion_cost": "capital_cost", "volume_expansion": "length"} + for limit_type in types: + glcs = n.global_constraints.query(f"type == 'transmission_{limit_type}_limit'") for name, glc in glcs.iterrows(): total_expansion = ( ( n.lines.query("s_nom_extendable") - .eval(f"s_nom_min * {cols[limit_type]}") + .eval(f"s_nom_min * {types[limit_type]}") .sum() ) + ( n.links.query("carrier == 'DC' and p_nom_extendable") - .eval(f"p_nom_min * {cols[limit_type]}") + .eval(f"p_nom_min * {types[limit_type]}") .sum() ) ).sum() From 703b206e1f878ce8d2d736a768c668fe0121af41 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 20:16:57 +0200 Subject: [PATCH 258/270] tidy up update_residential_from_eurostat --- doc/release_notes.rst | 2 +- rules/retrieve.smk | 2 +- scripts/build_energy_totals.py | 64 +++++++++------------ scripts/retrieve_eurostat_household_data.py | 2 +- 4 files changed, 29 insertions(+), 41 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 551b8c482..ebb306099 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -316,7 +316,7 @@ Upcoming Release * Mark downloaded files as ``ancient`` rather than ``protected``. -* Fix file name enconding in optional rule :mod:`build_biomass_transport_costs` depending on the operating system. +* Fix file name encoding in optional rule :mod:`build_biomass_transport_costs` depending on the operating system. PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/rules/retrieve.smk b/rules/retrieve.smk index d1f35ba8b..10ad9684a 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -56,7 +56,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", rule retrieve_eurostat_household_data: output: - "data/eurostat/eurostat-household_energy_balances-february_2024.csv" + "data/eurostat/eurostat-household_energy_balances-february_2024.csv", log: "logs/retrieve_eurostat_household_data.log", retries: 2 diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index dd5dfb64e..60be44a59 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -964,54 +964,42 @@ def update_residential_from_eurostat(energy): Updates energy balances for residential from disaggregated data from Eurostat. """ - # Read disaggregated Eurostat's data - fn = snakemake.input.eurostat_households - eurostat_data = pd.read_csv(fn) + eurostat_households = pd.read_csv(snakemake.input.eurostat_households) # Column mapping for energy type nrg_type = { - "total residential": "FC_OTH_HH_E", - "total residential space": "FC_OTH_HH_E_SH", - "total residential water": "FC_OTH_HH_E_WH", - "total residential cooking": "FC_OTH_HH_E_CK", + "total residential": ("FC_OTH_HH_E", "TOTAL"), + "total residential space": ("FC_OTH_HH_E_SH", "TOTAL"), + "total residential water": ("FC_OTH_HH_E_WH", "TOTAL"), + "total residential cooking": ("FC_OTH_HH_E_CK", "TOTAL"), + "electricity residential": ("FC_OTH_HH_E", "E7000"), + "electricity residential space": ("FC_OTH_HH_E_SH", "E7000"), + "electricity residential water": ("FC_OTH_HH_E_WH", "E7000"), + "electricity residential cooking": ("FC_OTH_HH_E_CK", "E7000"), } - # Make temporary copy of energy_totals - energy_totals = energy.copy().reset_index() + for nrg_name, (code, siec) in nrg_type.items(): - for nrg_name, code in nrg_type.items(): - # Select energy balance type - nrg_data = eurostat_data.query("nrg_bal in @code").copy() - # Rename columns - nrg_data.rename( - columns={"geo": "country", "TIME_PERIOD": "year", "OBS_VALUE": nrg_name}, - inplace=True, - ) - # Convert TJ to TWh - nrg_data[nrg_name] = nrg_data[nrg_name] / 3.6e3 - # Select value, country, year columns - nrg_data = nrg_data[["country", "year", nrg_name]] - # To update energy data with Eurostat households data - # 1) Merge the two DataFrames on 'year' and 'country' - merged_df = energy_totals.merge( - nrg_data, - on=["year", "country"], - suffixes=("_energy_totals", "_nrg_data"), - how="left", - ) - # 2) Update the 'nrg_name' column in energy with the values from nrg_data - energy_totals[nrg_name] = merged_df[f"{nrg_name}_nrg_data"].combine_first( - merged_df[f"{nrg_name}_energy_totals"] - ) + # Select energy balance type, rename columns and countries to match IDEES data, + # convert TJ to TWh, and drop XK data already since included in RS data + col_to_rename = {"geo": "country", "TIME_PERIOD": "year", "OBS_VALUE": nrg_name} + idx_to_rename = {v: k for k, v in idees_rename.items()} + drop_geo = ["EU27_2020", "EA20", "XK"] + nrg_data = eurostat_households.query( + "nrg_bal == @code and siec == @siec and geo not in @drop_geo and OBS_VALUE > 0" + ).copy() + nrg_data.rename(columns=col_to_rename, inplace=True) + nrg_data = nrg_data.set_index(["country", "year"])[nrg_name] / 3.6e3 + nrg_data.rename(index=idx_to_rename, inplace=True) + + # update energy balance from household-specific eurostat data + idx = nrg_data.index.intersection(energy.index) + energy.loc[idx, nrg_name] = nrg_data[idx] - # Set indexes back - energy_totals.set_index(["country", "year"], inplace=True) logger.info( "Updated energy balances for residential using disaggregate final energy consumption data in Households from Eurostat" ) - return energy_totals - if __name__ == "__main__": if "snakemake" not in globals(): @@ -1046,7 +1034,7 @@ def update_residential_from_eurostat(energy): logger.info("Extrapolate IDEES data based on eurostat for years 2015-2021.") energy = rescale_idees_from_eurostat(idees_countries, energy, eurostat) - energy = update_residential_from_eurostat(energy) + update_residential_from_eurostat(energy) energy.to_csv(snakemake.output.energy_name) diff --git a/scripts/retrieve_eurostat_household_data.py b/scripts/retrieve_eurostat_household_data.py index af1f05bb6..0ad9e34af 100644 --- a/scripts/retrieve_eurostat_household_data.py +++ b/scripts/retrieve_eurostat_household_data.py @@ -29,7 +29,7 @@ disable_progress = snakemake.config["run"].get("disable_progressbar", False) - url_eurostat_household = "https://ec.europa.eu/eurostat/api/dissemination/sdmx/3.0/data/dataflow/ESTAT/nrg_d_hhq/1.0/*.*.*.*.*?c[freq]=A&c[nrg_bal]=FC_OTH_HH_E,FC_OTH_HH_E_SH,FC_OTH_HH_E_WH,FC_OTH_HH_E_CK&c[siec]=TOTAL&c[unit]=TJ&c[geo]=EU27_2020,EA20,BE,BG,CZ,DK,DE,EE,IE,EL,ES,FR,HR,IT,CY,LV,LT,LU,HU,MT,NL,AT,PL,PT,RO,SI,SK,FI,SE,NO,UK,BA,MD,MK,AL,RS,UA,XK,GE&compress=true&format=csvdata&formatVersion=2.0&c[time]=2021,2020,2019,2018,2017,2016,2015,2014,2013,2012,2011,2010" + url_eurostat_household = "https://ec.europa.eu/eurostat/databrowser-backend/api/extraction/1.0/LIVE/false/sdmx/csv/nrg_d_hhq__custom_11480365?startPeriod=2013&endPeriod=2022&i&compressed=true" tarball_fn = Path(f"{rootpath}/data/eurostat/eurostat_household.gz") to_fn = Path( f"{rootpath}/data/eurostat/eurostat-household_energy_balances-february_2024.csv" From 70f7dd7dae0a767d9871271c7cf3ee67b8d18823 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 21 May 2024 20:25:06 +0200 Subject: [PATCH 259/270] add release note --- doc/release_notes.rst | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index ebb306099..085e53ed7 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -318,6 +318,11 @@ Upcoming Release * Fix file name encoding in optional rule :mod:`build_biomass_transport_costs` depending on the operating system. +* Energy balances for residential demands (space, water, cooking) in the + JRC-IDEES data are updated with newer values from eurostat based on a + disaggregated household energy balance. + (https://github.com/PyPSA/pypsa-eur/pull/1025) + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From 31e41f5f5dda0754fc89a255231285c665666164 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 23 May 2024 21:52:09 +0200 Subject: [PATCH 260/270] time_aggregation: optional rule inputs need [] not None --- rules/build_sector.smk | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index d9e11895d..2101deb78 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -870,12 +870,12 @@ rule time_aggregation: hourly_heat_demand_total=lambda w: ( resources("hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc") if config_provider("sector", "heating")(w) - else None + else [] ), solar_thermal_total=lambda w: ( resources("solar_thermal_total_elec_s{simpl}_{clusters}.nc") if config_provider("sector", "solar_thermal")(w) - else None + else [] ), output: snapshot_weightings=resources( From a0e968e573f111583d659572302d799b2e8561e7 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 24 May 2024 09:14:48 +0200 Subject: [PATCH 261/270] test myopic: do not estimate renewable capacities before add_existing_baseyear --- config/test/config.myopic.yaml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 3a3a78562..0ede9aa77 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -44,6 +44,9 @@ electricity: renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float] + estimate_renewable_capacities: + enable: false + atlite: default_cutout: be-03-2013-era5 cutouts: From 5397f3fe85f60e3c68675e8fb965a020f90811fb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 24 May 2024 09:47:23 +0200 Subject: [PATCH 262/270] avoid duplicate existing RES capacities (closes #1016) --- doc/configtables/electricity.csv | 2 +- doc/release_notes.rst | 7 +++++++ rules/build_electricity.smk | 1 + scripts/add_electricity.py | 25 ++++++++++++++++--------- 4 files changed, 25 insertions(+), 10 deletions(-) diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index e94af44a8..ee733660c 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -29,7 +29,7 @@ conventional_carriers,--,"Any subset of {nuclear, oil, OCGT, CCGT, coal, lignite ,,, renewable_carriers,--,"Any subset of {solar, onwind, offwind-ac, offwind-dc, offwind-float, hydro}",List of renewable generators to include in the model. estimate_renewable_capacities,,, --- enable,,bool,Activate routine to estimate renewable capacities +-- enable,,bool,Activate routine to estimate renewable capacities in rule :mod:`add_electricity`. This option should not be used in combination with pathway planning ``foresight: myopic`` or ``foresight: perfect`` as renewable capacities are added differently in :mod:`add_existing_baseyear`. -- from_opsd,--,bool,Add renewable capacities from `OPSD database `_. The value is depreciated but still can be used. -- year,--,bool,Renewable capacities are based on existing capacities reported by IRENA (IRENASTAT) for the specified year -- expansion_limit,--,float or false,"Artificially limit maximum IRENA capacities to a factor. For example, an ``expansion_limit: 1.1`` means 110% of capacities . If false are chosen, the estimated renewable potentials determine by the workflow are used." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 085e53ed7..62d10a2d6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,13 @@ Release Notes Upcoming Release ================ +* Bugfix: The configuration setting ``electricity: + estimate_renewable_capacities: enable:`` for rule :mod:`add_electricity` is + not compatible with ``foresight: myopic``, as the former adds existing + renewable capacities in a different way in :mod:`add_existing_baseyear`. + The logic was changed so that adding existing renewable capacities is now + skipped in :mod:`add_electricity` if the foresight mode is ``myopic``. + * Bugfix: Make sure that gas-fired power plants are correctly added as OCGT or CCGT in :mod:`add_electricity`. Previously they were always added as OCGT. diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6d5a11314..43cadb935 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -385,6 +385,7 @@ rule add_electricity: electricity=config_provider("electricity"), conventional=config_provider("conventional"), costs=config_provider("costs"), + foresight=config_provider("foresight"), drop_leap_day=config_provider("enable", "drop_leap_day"), input: unpack(input_profile_tech), diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 7a856b95f..3be23f75b 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -881,15 +881,22 @@ def attach_line_rating( estimate_renewable_caps = params.electricity["estimate_renewable_capacities"] if estimate_renewable_caps["enable"]: - tech_map = estimate_renewable_caps["technology_mapping"] - expansion_limit = estimate_renewable_caps["expansion_limit"] - year = estimate_renewable_caps["year"] - - if estimate_renewable_caps["from_opsd"]: - attach_OPSD_renewables(n, tech_map) - estimate_renewable_capacities( - n, year, tech_map, expansion_limit, params.countries - ) + if params.foresight != "overnight": + logger.info( + "Skipping renewable capacity estimation because they are added later " + "in rule `add_existing_baseyear` with foresight mode 'myopic'." + ) + else: + tech_map = estimate_renewable_caps["technology_mapping"] + expansion_limit = estimate_renewable_caps["expansion_limit"] + year = estimate_renewable_caps["year"] + + if estimate_renewable_caps["from_opsd"]: + attach_OPSD_renewables(n, tech_map) + + estimate_renewable_capacities( + n, year, tech_map, expansion_limit, params.countries + ) update_p_nom_max(n) From c9a0b9c1aea1ddd33e0916c89a0b3a9ae58b4c42 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 24 May 2024 10:09:34 +0200 Subject: [PATCH 263/270] move example configuration files to config/examples --- config/{ => examples}/config.entsoe-all.yaml | 0 config/{ => examples}/config.perfect.yaml | 0 config/{ => examples}/config.validation.yaml | 0 doc/release_notes.rst | 3 +++ 4 files changed, 3 insertions(+) rename config/{ => examples}/config.entsoe-all.yaml (100%) rename config/{ => examples}/config.perfect.yaml (100%) rename config/{ => examples}/config.validation.yaml (100%) diff --git a/config/config.entsoe-all.yaml b/config/examples/config.entsoe-all.yaml similarity index 100% rename from config/config.entsoe-all.yaml rename to config/examples/config.entsoe-all.yaml diff --git a/config/config.perfect.yaml b/config/examples/config.perfect.yaml similarity index 100% rename from config/config.perfect.yaml rename to config/examples/config.perfect.yaml diff --git a/config/config.validation.yaml b/config/examples/config.validation.yaml similarity index 100% rename from config/config.validation.yaml rename to config/examples/config.validation.yaml diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 62d10a2d6..3bc77f400 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,9 @@ Release Notes Upcoming Release ================ +* Non-essential example configuration files have been moved to + ``config/examples``. + * Bugfix: The configuration setting ``electricity: estimate_renewable_capacities: enable:`` for rule :mod:`add_electricity` is not compatible with ``foresight: myopic``, as the former adds existing From 8b0600b02cbe674d53190f2d570418f409a719ce Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 24 May 2024 10:40:57 +0200 Subject: [PATCH 264/270] disable everywhere_powerplants by default (closes #1072) --- config/config.default.yaml | 2 +- doc/release_notes.rst | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 6974d382d..d64a36c5e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -113,7 +113,7 @@ electricity: powerplants_filter: (DateOut >= 2023 or DateOut != DateOut) and not (Country == 'Germany' and Fueltype == 'Nuclear') custom_powerplants: false - everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] + everywhere_powerplants: [] conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float, hydro] diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 3bc77f400..a7e91f97b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Disable option ``electricity: everywhere_powerplants``` by default to save memory in :mod:`simplify_network`. + * Non-essential example configuration files have been moved to ``config/examples``. From 422c37827cf281b9b7fe59262eaa33298c0e0775 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sat, 25 May 2024 15:48:48 +0200 Subject: [PATCH 265/270] time_aggregation: handle case without any temporal aggregation --- scripts/prepare_sector_network.py | 5 ++++- scripts/time_aggregation.py | 4 ++-- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3f8dd0225..03fdbaf4c 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3628,7 +3628,10 @@ def set_temporal_aggregation(n, resolution, snapshot_weightings): """ Aggregate time-varying data to the given snapshots. """ - if "sn" in resolution.lower(): + if not resolution: + logger.info("No temporal aggregation. Using native resolution.") + return n + elif "sn" in resolution.lower(): # Representative snapshots are dealt with directly sn = int(resolution[:-2]) logger.info("Use every %s snapshot as representative", sn) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 97bf180a3..7ed691126 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -79,8 +79,8 @@ resolution = snakemake.params.time_resolution # Representative snapshots - if isinstance(resolution, str) and "sn" in resolution.lower(): - logger.info("Use representative snapshots") + if not resolution or isinstance(resolution, str) and "sn" in resolution.lower(): + logger.info("Use representative snapshot or no aggregation at all") # Output an empty csv; this is taken care of in prepare_sector_network.py pd.DataFrame().to_csv(snakemake.output.snapshot_weightings) From fd9e93b4b0ec77014df206fb32bf303ede579fc2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sat, 25 May 2024 17:16:47 +0200 Subject: [PATCH 266/270] transport demand: clarify units in code comments --- scripts/build_energy_totals.py | 9 ++++----- scripts/build_transport_demand.py | 7 ++++--- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 60be44a59..381379735 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -394,8 +394,8 @@ def build_idees(countries): names=["country", "year"], ) - # efficiency kgoe/100km -> ktoe/100km - totals.loc[:, "passenger car efficiency"] *= 1e3 + # efficiency kgoe/100km -> ktoe/100km so that after conversion TWh/100km + totals.loc[:, "passenger car efficiency"] /= 1e6 # convert ktoe to TWh exclude = totals.columns.str.fullmatch("passenger cars") totals.loc[:, ~exclude] *= 11.63 / 1e3 @@ -766,9 +766,8 @@ def build_transport_data(countries, population, idees): transport_data = transport_data.combine_first(fill_values) - # collect average fuel efficiency in kWh/km - - transport_data["average fuel efficiency"] = idees["passenger car efficiency"] + # collect average fuel efficiency in MWh/100km, taking passengar car efficiency in TWh/100km + transport_data["average fuel efficiency"] = idees["passenger car efficiency"] * 1e6 missing = transport_data.index[transport_data["average fuel efficiency"].isna()] if not missing.empty: diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index a052581b4..4a29667af 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -73,14 +73,15 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): # divide out the heating/cooling demand from ICE totals ice_correction = (transport_shape * (1 + dd_ICE)).sum() / transport_shape.sum() + # unit TWh energy_totals_transport = ( pop_weighted_energy_totals["total road"] + pop_weighted_energy_totals["total rail"] - pop_weighted_energy_totals["electricity rail"] ) - # convert average fuel efficiency from kW/100 km -> MW/100km - eff = nodal_transport_data["average fuel efficiency"] / 1e3 + # average fuel efficiency in MWh/100 km + eff = nodal_transport_data["average fuel efficiency"] return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( eff * ice_correction @@ -169,7 +170,7 @@ def bev_dsm_profile(snapshots, nodes, options): snakemake = mock_snakemake( "build_transport_demand", simpl="", - clusters=37, + clusters=128, ) configure_logging(snakemake) set_scenario_config(snakemake) From a60e6fca55b85fa95c75b9dbffd6f20cbd678f04 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sat, 25 May 2024 18:02:56 +0200 Subject: [PATCH 267/270] bugfix: ensure separately calculated sums are entered (follow-up to #990) --- scripts/build_energy_totals.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 381379735..fff95733a 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -940,20 +940,21 @@ def rescale_idees_from_eurostat( ).values # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) - sel = [ + rows = idx[country, :] + cols = [ "total agriculture electricity", "total agriculture heat", "total agriculture machinery", ] - energy.loc[country, "total agriculture"] = energy.loc[country, sel].sum(axis=1) + energy.loc[rows, "total agriculture"] = energy.loc[rows, cols].sum(axis=1) - sel = [ + cols = [ "total passenger cars", "total other road passenger", "total light duty road freight", "total heavy duty road freight", ] - energy.loc[country, "total road"] = energy.loc[country, sel].sum(axis=1) + energy.loc[rows, "total road"] = energy.loc[rows, cols].sum(axis=1) return energy From 7ad930ee2ebe79a545088f1586a6ad1e51e8eb19 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sat, 25 May 2024 21:13:47 +0200 Subject: [PATCH 268/270] bug: add_electricity only add carriers in powerplant dataset for country subset --- scripts/add_electricity.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 3be23f75b..49d0bdf75 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -448,8 +448,6 @@ def attach_conventional_generators( fuel_price=None, ): carriers = list(set(conventional_carriers) | set(extendable_carriers["Generator"])) - add_missing_carriers(n, carriers) - add_co2_emissions(n, costs, carriers) # Replace carrier "natural gas" with the respective technology (OCGT or # CCGT) to align with PyPSA names of "carriers" and avoid filtering "natural @@ -465,6 +463,11 @@ def attach_conventional_generators( ) ppl["efficiency"] = ppl.efficiency.fillna(ppl.efficiency_r) + # reduce carriers to those in power plant dataset + carriers = list(set(carriers) & set(ppl.carrier.unique())) + add_missing_carriers(n, carriers) + add_co2_emissions(n, costs, carriers) + if unit_commitment is not None: committable_attrs = ppl.carrier.isin(unit_commitment).to_frame("committable") for attr in unit_commitment.index: From 1da76dd1aeb4445f39b87e3de40bb08b6a7d46cd Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sat, 25 May 2024 22:47:04 +0200 Subject: [PATCH 269/270] prepare release v0.11.0 (#1081) * prepare release notes v0.11.0 * streamline release notes * update envs/environment.fixed.yaml * doc: update workflow DAGs * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * pre-commit formatting [no ci] * update envs/environment.fixed.yaml * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- CITATION.cff | 2 +- config/config.default.yaml | 2 +- doc/conf.py | 4 +- doc/img/intro-workflow.png | Bin 213303 -> 228916 bytes doc/release_notes.rst | 538 ++++++++++--------- doc/tutorial.rst | 102 ++-- doc/tutorial_sector.rst | 994 +++++++++++++++++++++++------------- envs/environment.fixed.yaml | 912 ++++++++++++++++----------------- 8 files changed, 1430 insertions(+), 1124 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index af26fd536..c921a773e 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -6,7 +6,7 @@ cff-version: 1.1.0 message: "If you use this package, please cite it in the following way." title: "PyPSA-Eur: An open sector-coupled optimisation model of the European energy system" repository: https://github.com/pypsa/pypsa-eur -version: 0.10.0 +version: 0.11.0 license: MIT authors: - family-names: Brown diff --git a/config/config.default.yaml b/config/config.default.yaml index d64a36c5e..d5d94661a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -3,7 +3,7 @@ # SPDX-License-Identifier: CC0-1.0 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#top-level-configuration -version: 0.10.0 +version: 0.11.0 tutorial: false logging: diff --git a/doc/conf.py b/doc/conf.py index 739c76635..5c4b3b89c 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -93,9 +93,9 @@ # built documents. # # The short X.Y version. -version = "0.10" +version = "0.11" # The full version, including alpha/beta/rc tags. -release = "0.10.0" +release = "0.11.0" # The language for content autogenerated by Sphinx. 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