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Support Ukraine and Moldova in the country list and in the dataset. #321

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e0eb08b
include ua in countries
martacki Mar 4, 2022
e5b316e
add renewable profiles rule
martacki Mar 4, 2022
c4d194e
fix Snakefile
martacki Mar 4, 2022
4a6174c
Add Moldova (MD) country key to countries list.
euronion Mar 4, 2022
acce660
Merge branch 'ukraine_hackathon' of https://github.com/PyPSA/pypsa-eu…
euronion Mar 4, 2022
67a305e
add 750 kV
fneum Mar 4, 2022
f52b252
UA load data (entsoe transparency 2018)
martacki Mar 4, 2022
f6c2905
Make build_cutout.py use snapshots for determining time period.
euronion Mar 4, 2022
6288f8d
data: add custom_powerplants for ukraine
FabianHofmann Mar 4, 2022
d1d4221
MD load data totals (IEA)
martacki Mar 4, 2022
025dd35
GDP for UA and MD (draft) - not working yet!
martacki Mar 4, 2022
d2af983
distribute electricity demand in ua and md based on GDP data
martacki Mar 5, 2022
85834ba
remove xagg
martacki Mar 7, 2022
bf1d80a
add 750kV line type in config and new PyPSA version 0.19.2
p-glaum Mar 7, 2022
3cb0698
custom powerplants: add Moldova
FabianHofmann Mar 10, 2022
4868b3b
update cutout links
fneum Mar 13, 2022
b23b3ff
Merge branch 'master' into ukraine_hackathon
fneum Mar 17, 2022
210d05f
add small updated data files and adjust paths
fneum Mar 17, 2022
b1cb4da
update gdp ppp data
fneum Mar 17, 2022
d6f4b3b
powerplants: assume 'natural gas' is OCGT
fneum Mar 17, 2022
1ca03e7
minimum clusters is 39 with UA and MD
fneum Mar 17, 2022
08ad16a
powerplants: add MD country code
fneum Mar 17, 2022
3e14156
Add land cover analysis for MD, UA (Quick & Dirty).
euronion Mar 17, 2022
6c3670c
Restore Windows compatability.
euronion Mar 17, 2022
ce6c152
add release notes
fneum Mar 17, 2022
480d252
Merge branch 'ukraine_hackathon' of github.com:pypsa/pypsa-eur into u…
fneum Mar 17, 2022
b30c559
add image to release notes
fneum Mar 17, 2022
807d5d7
env: add jupyter and nbconvert
fneum Mar 17, 2022
eda9212
build_load_data: fix UA and MD time series for subset of year
FabianHofmann Mar 17, 2022
50b3dc0
Merge branch 'ukraine_hackathon' of github.com:PyPSA/pypsa-eur into u…
FabianHofmann Mar 17, 2022
88757bc
Merge branch 'master' into ukraine_hackathon
FabianHofmann Mar 17, 2022
748e1b1
update imgs used in README
martacki Mar 18, 2022
28d02a8
Update build_renewable_profiles.py
euronion Mar 18, 2022
acd436a
Merge branch 'ukraine_hackathon' of https://github.com/PyPSA/pypsa-eu…
euronion Mar 18, 2022
c366905
update co2limit + substations, lines and links in README
martacki Mar 18, 2022
bf0df49
update elec_s_X.png (ppls in md)
martacki Mar 18, 2022
1ebe53c
merge master
fneum Jan 6, 2023
acc6ee6
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jan 6, 2023
3d4af04
update eia hydro data, fix missing merge conflict
fneum Jan 6, 2023
3c09909
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jan 6, 2023
5bb35d1
Merge branch 'master' into ukraine_hackathon
fneum Jan 30, 2023
6444640
Merge branch 'master' into ukraine_hackathon
fneum Mar 11, 2023
36fbc53
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Mar 11, 2023
eddde8f
convert ipynb to py
fneum Mar 31, 2023
55d111e
fix land eligibility calculation for UA and MD
fneum Mar 31, 2023
23eb354
Merge branch 'master' into ukraine_hackathon
fneum Aug 1, 2023
7530c42
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Aug 1, 2023
2d03da7
remove accidentally added config.default.yaml in root
fneum Aug 1, 2023
4bc60e4
Merge branch 'ukraine_hackathon' of github.com:PyPSA/pypsa-eur into u…
fneum Aug 1, 2023
ef05d75
bugfixes and allow build_renewable_profiles on subset of cutout time …
fneum Aug 1, 2023
5a31b6f
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Aug 1, 2023
ea99f3c
Merge branch 'master' into ukraine_hackathon
fneum Oct 9, 2023
b94a797
do not remove large unconnected subnetworks
fneum Oct 9, 2023
a89a967
no longer ignore 500 kV lines, type as 380 kV due to missing data
fneum Oct 9, 2023
a15157c
add optional function to restore transmission connections to Crimea
fneum Oct 9, 2023
2a01335
update load distribution to take account of Crimean grid nodes
fneum Oct 9, 2023
725cece
disable multiprocesing for MD-UA availability matrix
fneum Oct 9, 2023
9a13748
UA-MD availability matrix: adjust corine/copernicus code selection
fneum Oct 9, 2023
9d7b250
UA-MD availability matrix: consider ship density
fneum Oct 9, 2023
27ebbab
UA-MD availability matrix: consider WDPA protection areas as substitu…
fneum Oct 9, 2023
42692c3
UA-MD availability matrix: plot shape_availability
fneum Oct 9, 2023
b1c651f
update .gitignore
fneum Oct 9, 2023
091584b
add download rules for WDPA land and marine
fneum Oct 9, 2023
ce609b6
Merge branch 'master' into ukraine_hackathon
fneum Oct 9, 2023
326aeb6
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Oct 9, 2023
e61da86
bug fix: add_electricity breaks in specific cases
Irieo Nov 3, 2023
cb2c782
scripts: annotate selected functions
Irieo Nov 3, 2023
6a8165c
licenses: add reuse compatibility for new files
Irieo Nov 3, 2023
d2c1f9e
data: solve floating url problem for WDPA data retrieval
Irieo Nov 3, 2023
4779d07
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Nov 3, 2023
75f8a1b
scripts: remove redundant rule reference
Irieo Nov 16, 2023
df40fdf
Merge branch 'master' into ukraine_hackathon
fneum Dec 11, 2023
0f3fb54
finalise ukraine_hackathon branch for merge
fneum Dec 11, 2023
aae5ffb
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Dec 11, 2023
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1 change: 1 addition & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,7 @@ data/costs_*.csv

dask-worker-space/
publications.jrc.ec.europa.eu/
d1gam3xoknrgr2.cloudfront.net/

*.org

Expand Down
4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -61,9 +61,9 @@ The dataset consists of:

- A grid model based on a modified [GridKit](https://github.com/bdw/GridKit)
extraction of the [ENTSO-E Transmission System
Map](https://www.entsoe.eu/data/map/). The grid model contains 6763 lines
Map](https://www.entsoe.eu/data/map/). The grid model contains 7072 lines
(alternating current lines at and above 220kV voltage level and all high
voltage direct current lines) and 3642 substations.
voltage direct current lines) and 3803 substations.
- The open power plant database
[powerplantmatching](https://github.com/FRESNA/powerplantmatching).
- Electrical demand time series from the
Expand Down
11 changes: 8 additions & 3 deletions config/config.default.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -88,7 +88,7 @@ co2_budget:

# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity
electricity:
voltages: [220., 300., 380.]
voltages: [220., 300., 380., 500., 750.]
gaslimit: false
co2limit: 7.75e+7
co2base: 1.487e+9
Expand Down Expand Up @@ -137,14 +137,14 @@ atlite:
# module: era5
europe-2013-era5:
module: era5 # in priority order
x: [-12., 35.]
x: [-12., 42.]
y: [33., 72]
dx: 0.3
dy: 0.3
time: ['2013', '2013']
europe-2013-sarah:
module: [sarah, era5] # in priority order
x: [-12., 45.]
x: [-12., 42.]
y: [33., 65]
dx: 0.2
dy: 0.2
Expand Down Expand Up @@ -237,10 +237,13 @@ lines:
220.: "Al/St 240/40 2-bundle 220.0"
300.: "Al/St 240/40 3-bundle 300.0"
380.: "Al/St 240/40 4-bundle 380.0"
500.: "Al/St 240/40 4-bundle 380.0"
750.: "Al/St 560/50 4-bundle 750.0"
s_max_pu: 0.7
s_nom_max: .inf
max_extension: .inf
length_factor: 1.25
reconnect_crimea: true
under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity
dynamic_line_rating:
activate: false
Expand Down Expand Up @@ -722,6 +725,7 @@ plotting:
H2: "Hydrogen Storage"
lines: "Transmission Lines"
ror: "Run of River"
load: "Load Shedding"
ac: "AC"
dc: "DC"

Expand Down Expand Up @@ -988,3 +992,4 @@ plotting:
DC: "#8a1caf"
DC-DC: "#8a1caf"
DC link: "#8a1caf"
load: "#dd2e23"
43 changes: 43 additions & 0 deletions config/config.entsoe-all.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,43 @@
# SPDX-FileCopyrightText: 2017-2023 The PyPSA-Eur Authors
#
# SPDX-License-Identifier: CC0-1.0

run:
name: "entsoe-all"
disable_progressbar: true
shared_resources: false
shared_cutouts: true

scenario:
simpl:
- ''
ll:
- vopt
clusters:
- 39
- 128
- 256
opts:
- ''
sector_opts:
- ''
planning_horizons:
- ''

# TODO add Turkey (TR)
countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MD', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA']

electricity:
custom_powerplants: true
co2limit: 9.59e+7
co2base: 1.918e+9

lines:
reconnect_crimea: true

enable:
retrieve: true
retrieve_databundle: true
retrieve_sector_databundle: false
retrieve_cost_data: true
retrieve_cutout: true
151 changes: 151 additions & 0 deletions data/GDP_PPP_30arcsec_v3_mapped_default.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,151 @@
name,GDP_PPP,country
3140,632728.0438507323,MD
3139,806541.9318093687,MD
3142,1392454.6690911907,MD
3152,897871.2903553953,MD
3246,645554.8588933202,MD
7049,1150156.4449477682,MD
1924,162285.16792916053,UA
1970,751970.6071848695,UA
2974,368873.75840156944,UA
2977,294847.85539198935,UA
2979,197988.13680768458,UA
2980,301371.2491126519,UA
3031,56925.21878805953,UA
3032,139395.18279351242,UA
3033,145377.8061037629,UA
3035,52282.83655208812,UA
3036,497950.25890516065,UA
3037,1183293.1987702171,UA
3038,255005.98207636533,UA
3039,224711.50098325178,UA
3040,342959.943226467,UA
3044,69119.31486955672,UA
3045,246273.65986119965,UA
3047,146742.08407299497,UA
3049,107265.7028733467,UA
3050,1126147.985259493,UA
3051,69833.56303043803,UA
3052,67230.88206577855,UA
3053,27019.224685201345,UA
3054,260571.47337292184,UA
3055,88760.94152915622,UA
3056,101368.26196568517,UA
3058,55752.92329667119,UA
3059,89024.37880630122,UA
3062,358411.291265149,UA
3064,75081.64142862396,UA
3065,158101.42949135564,UA
3066,83763.89576442329,UA
3068,173474.51218344545,UA
3069,60327.01572375589,UA
3070,18073.687271955278,UA
3071,249069.43314695224,UA
3072,220707.35700825177,UA
3073,61342.30137462664,UA
3074,254235.98867635374,UA
3077,769558.9832370486,UA
3078,132674.2315809836,UA
3079,1388517.1478032232,UA
3080,1861003.8718246964,UA
3082,140123.73854745473,UA
3083,834887.5595419679,UA
3084,1910795.5590558557,UA
3086,93828.36549170096,UA
3088,347197.65113392205,UA
3089,3754718.141734592,UA
3090,521912.69768585655,UA
3093,232818.05269714879,UA
3095,435376.20361377904,UA
3099,345596.5288937008,UA
3100,175689.10947424968,UA
3105,538438.9311459162,UA
3107,88096.86032871014,UA
3108,79847.68447063807,UA
3109,348504.73449373,UA
3144,71657.0165675802,UA
3146,80342.05037424155,UA
3158,74465.12922576343,UA
3164,3102112.2672631275,UA
3165,65215.04081671433,UA
3166,413924.2225725632,UA
3167,135060.0056434935,UA
3168,54980.442979330146,UA
3170,29584.879122227037,UA
3171,142780.68163047134,UA
3172,40436.63814695243,UA
3173,1253342.1790126422,UA
3174,173842.03139155387,UA
3176,65699.76352408895,UA
3177,143591.75419817626,UA
3178,56434.04525832523,UA
3179,389996.1670051216,UA
3180,138452.84503524794,UA
3181,67402.59500436619,UA
3184,51204.293695376415,UA
3185,46867.82356528432,UA
3186,103892.35612417295,UA
3187,193668.91476930346,UA
3189,54584.176457692694,UA
3190,219077.64942830536,UA
3197,88516.52699983507,UA
3198,298166.8272673622,UA
3199,61334.952541812374,UA
3229,175692.61136747137,UA
3230,106722.62773321665,UA
3236,61542.06264321315,UA
3241,83752.90489164277,UA
4301,48419.52825967164,UA
4305,147759.74280349456,UA
4306,53156.905740992224,UA
4315,218025.78516351627,UA
4317,155240.40554731718,UA
4318,1342144.2459407183,UA
4319,91669.1449633853,UA
4321,85852.49282415409,UA
4347,67938.7698430624,UA
4357,20064.979012172935,UA
4360,47840.51245168512,UA
4361,55580.924388032574,UA
4362,165753.82588729708,UA
4363,46390.2448142152,UA
4365,96265.47592938849,UA
4366,272003.25510057947,UA
4367,80878.50229245829,UA
4370,330072.35444044066,UA
4371,7707066.181975477,UA
4373,2019766.7891575783,UA
4374,985354.331818515,UA
4377,230805.08833664874,UA
4382,125670.67125287943,UA
4383,46914.065511740075,UA
4384,48020.804310510954,UA
4385,55612.34707641123,UA
4387,74558.3475791577,UA
4388,245243.33449409154,UA
4389,95696.56767732685,UA
4391,251085.7523045193,UA
4401,66375.82996856027,UA
4403,111954.41038437477,UA
4405,46911.68560148837,UA
4408,150782.51691456966,UA
4409,112776.7399582134,UA
4410,153076.56860965435,UA
4412,192629.31238456024,UA
4413,181295.3120834606,UA
4414,995694.9413199169,UA
4416,157640.7868989174,UA
4418,77580.20674809469,UA
4420,122320.99275223716,UA
4424,184891.10924920067,UA
4425,84486.75974340564,UA
4431,50485.84380961137,UA
4435,231040.45446464577,UA
4436,81222.18707585508,UA
4438,114819.76472988473,UA
4439,76839.1052178896,UA
4440,135337.0313562152,UA
4441,49159.485269198034,UA
7031,42001.73757065917,UA
7059,159790.48382874,UA
7063,39599.10564971086,UA
38 changes: 37 additions & 1 deletion data/custom_powerplants.csv
Original file line number Diff line number Diff line change
@@ -1 +1,37 @@
Name,Fueltype,Technology,Set,Country,Capacity,Efficiency,Duration,Volume_Mm3,DamHeight_m,YearCommissioned,Retrofit,lat,lon,projectID,YearDecommissioning
,Name,Fueltype,Technology,Set,Country,Capacity,Efficiency,Duration,Volume_Mm3,DamHeight_m,StorageCapacity_MWh,DateIn,DateRetrofit,DateMothball,DateOut,lat,lon,EIC,projectID
1266,Khmelnitskiy,Nuclear,,PP,UA,1901.8916595755832,,0.0,0.0,0.0,0.0,1988.0,2005.0,,,50.3023,26.6466,[nan],"{'GEO': ['GEO3842'], 'GPD': ['WRI1005111'], 'CARMA': ['CARMA22000']}"
1268,Kaniv,Hydro,Reservoir,PP,UA,452.1656050955414,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,49.76653,31.47165,[nan],"{'GEO': ['GEO43017'], 'GPD': ['WRI1005122'], 'CARMA': ['CARMA21140']}"
1269,Kahovska kakhovka,Hydro,Reservoir,PP,UA,352.45222929936307,,0.0,0.0,0.0,0.0,1955.0,1956.0,,,46.77858,33.36965,[nan],"{'GEO': ['GEO43018'], 'GPD': ['WRI1005118'], 'CARMA': ['CARMA20855']}"
1347,Kharkiv,Natural Gas,Steam Turbine,CHP,UA,494.94274967602314,,0.0,0.0,0.0,0.0,1979.0,1980.0,,,49.9719,36107,[nan],"{'GEO': ['GEO43027'], 'GPD': ['WRI1005126'], 'CARMA': ['CARMA21972']}"
1348,Kremenchuk,Hydro,Reservoir,PP,UA,617.0382165605096,,0.0,0.0,0.0,0.0,1959.0,1960.0,,,49.07759,33.2505,[nan],"{'GEO': ['GEO43019'], 'GPD': ['WRI1005121'], 'CARMA': ['CARMA23072']}"
1377,Krivorozhskaya,Hard Coal,Steam Turbine,PP,UA,2600.0164509342876,,0.0,0.0,0.0,0.0,1965.0,1992.0,,,47.5432,33.6583,[nan],"{'GEO': ['GEO42989'], 'GPD': ['WRI1005100'], 'CARMA': ['CARMA23176']}"
1407,Zmiyevskaya zmiivskaya,Hard Coal,Steam Turbine,PP,UA,2028.3816283884514,,0.0,0.0,0.0,0.0,1960.0,2005.0,,,49.5852,36.5231,[nan],"{'GEO': ['GEO42999'], 'GPD': ['WRI1005103'], 'CARMA': ['CARMA51042']}"
1408,Pridneprovskaya,Hard Coal,Steam Turbine,CHP,UA,1627.3152609570984,,0.0,0.0,0.0,0.0,1959.0,1966.0,,,48.4051,35.1131,[nan],"{'GEO': ['GEO42990'], 'GPD': ['WRI1005102'], 'CARMA': ['CARMA35874']}"
1409,Kurakhovskaya,Hard Coal,Steam Turbine,PP,UA,1371.0015824607397,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,47.9944,37.24022,[nan],"{'GEO': ['GEO42994'], 'GPD': ['WRI1005104'], 'CARMA': ['CARMA23339']}"
1410,Dobrotvorsky,Hard Coal,Steam Turbine,PP,UA,553.1949895604868,,0.0,0.0,0.0,0.0,1960.0,1964.0,,,50.2133,24375,[nan],"{'GEO': ['GEO42992'], 'GPD': ['WRI1005096'], 'CARMA': ['CARMA10971']}"
1422,Zuyevskaya,Hard Coal,Steam Turbine,PP,UA,1147.87960333801,,0.0,0.0,0.0,0.0,1982.0,2007.0,,,48.0331,38.28615,[nan],"{'GEO': ['GEO42995'], 'GPD': ['WRI1005106'], 'CARMA': ['CARMA51083']}"
1423,Zaporozhye,Nuclear,,PP,UA,5705.67497872675,,0.0,0.0,0.0,0.0,1985.0,1996.0,,,47.5119,34.5863,[nan],"{'GEO': ['GEO6207'], 'GPD': ['WRI1005114'], 'CARMA': ['CARMA50875']}"
1424,Trypilska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1969.0,1972.0,,,50.1344,30.7468,[nan],"{'GEO': ['GEO43000'], 'GPD': ['WRI1005099'], 'CARMA': ['CARMA46410']}"
1425,Tashlyk,Hydro,Pumped Storage,Store,UA,285.55968954109585,,0.0,0.0,0.0,0.0,2006.0,2007.0,,,47.7968,31.1811,[nan],"{'GEO': ['GEO43025'], 'GPD': ['WRI1005117'], 'CARMA': ['CARMA44696']}"
1426,Starobeshivska,Hard Coal,Steam Turbine,PP,UA,1636.5351774497733,,0.0,0.0,0.0,0.0,1961.0,1967.0,,,47.7997,38.00612,[nan],"{'GEO': ['GEO43003'], 'GPD': ['WRI1005105'], 'CARMA': ['CARMA43083']}"
1427,South,Nuclear,,PP,UA,2852.837489363375,,0.0,0.0,0.0,0.0,1983.0,1989.0,,,47812,31.22,[nan],"{'GEO': ['GEO5475'], 'GPD': ['WRI1005113'], 'CARMA': ['CARMA42555']}"
1428,Rovno rivne,Nuclear,,PP,UA,2695.931427448389,,0.0,0.0,0.0,0.0,1981.0,2006.0,,,51.3245,25.89744,[nan],"{'GEO': ['GEO5174'], 'GPD': ['WRI1005112'], 'CARMA': ['CARMA38114']}"
1429,Ladyzhinska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1970.0,1971.0,,,48706,29.2202,[nan],"{'GEO': ['GEO42993'], 'GPD': ['WRI1005098'], 'CARMA': ['CARMA24024']}"
1430,Kiev,Hydro,Pumped Storage,PP,UA,635.8694635681177,,0.0,0.0,0.0,0.0,1964.0,1972.0,,,50.5998,30501,"[nan, nan]","{'GEO': ['GEO43024', 'GEO43023'], 'GPD': ['WRI1005123', 'WRI1005124'], 'CARMA': ['CARMA23516', 'CARMA23517']}"
2450,Cet chisinau,Natural Gas,,PP,MD,306.0,,0.0,0.0,0.0,0.0,,,,,47.027550000000005,28.8801,"[nan, nan]","{'GPD': ['WRI1002985', 'WRI1002984'], 'CARMA': ['CARMA8450', 'CARMA8451']}"
2460,Hydropower che costesti,Hydro,,PP,MD,16.0,,0.0,0.0,0.0,0.0,1978.0,,,,47.8381,27.2246,[nan],"{'GPD': ['WRI1002987'], 'CARMA': ['CARMA9496']}"
2465,Moldavskaya gres,Hard Coal,,PP,MD,2520.0,,0.0,0.0,0.0,0.0,,,,,46.6292,29.9407,[nan],"{'GPD': ['WRI1002989'], 'CARMA': ['CARMA28979']}"
2466,Hydropower dubasari,Hydro,,PP,MD,48.0,,0.0,0.0,0.0,0.0,,,,,47.2778,29123,[nan],"{'GPD': ['WRI1002988'], 'CARMA': ['CARMA11384']}"
2676,Cet nord balti,Natural Gas,,PP,MD,24.0,,0.0,0.0,0.0,0.0,,,,,47.7492,27.8938,[nan],"{'GPD': ['WRI1002986'], 'CARMA': ['CARMA3071']}"
2699,Dniprodzerzhynsk,Hydro,Reservoir,PP,UA,360.3503184713376,,0.0,0.0,0.0,0.0,1963.0,1964.0,,,48.5485,34.541015,[nan],"{'GEO': ['GEO43020'], 'GPD': ['WRI1005119']}"
2707,Burshtynska tes,Hard Coal,Steam Turbine,PP,UA,2212.779958241947,,0.0,0.0,0.0,0.0,1965.0,1984.0,,,49.21038,24.66654,[nan],"{'GEO': ['GEO42991'], 'GPD': ['WRI1005097']}"
2708,Danipro dnieper,Hydro,Reservoir,PP,UA,1484.8407643312103,,0.0,0.0,0.0,0.0,1932.0,1947.0,,,47.86944,35.08611,[nan],"{'GEO': ['GEO43016'], 'GPD': ['WRI1005120']}"
2709,Dniester,Hydro,Pumped Storage,Store,UA,612.7241020616891,,0.0,0.0,0.0,0.0,2009.0,2011.0,,,48.51361,27.47333,[nan],"{'GEO': ['GEO43022'], 'GPD': ['WRI1005116', 'WRI1005115']}"
2710,Kiev,Natural Gas,Steam Turbine,CHP,UA,458.2803237740955,,0.0,0.0,0.0,0.0,1982.0,1984.0,,,50532,30.6625,[nan],"{'GEO': ['GEO42998'], 'GPD': ['WRI1005125']}"
2712,Luganskaya,Hard Coal,Steam Turbine,PP,UA,1060.2903966575996,,0.0,0.0,0.0,0.0,1962.0,1969.0,,,48.74781,39.2624,[nan],"{'GEO': ['GEO42996'], 'GPD': ['WRI1005110']}"
2713,Slavyanskaya,Hard Coal,Steam Turbine,PP,UA,737.5933194139823,,0.0,0.0,0.0,0.0,1971.0,1971.0,,,48872,37.76567,[nan],"{'GEO': ['GEO43002'], 'GPD': ['WRI1005109']}"
2714,Vuhlehirska uglegorskaya,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,48.4633,38.20328,[nan],"{'GEO': ['GEO43001'], 'GPD': ['WRI1005107']}"
2715,Zaporiska,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,47.5089,34.6253,[nan],"{'GEO': ['GEO42988'], 'GPD': ['WRI1005101']}"
3678,Mironovskaya,Hard Coal,,PP,UA,815.0,,0.0,0.0,0.0,0.0,,,,,48.3407,38.4049,[nan],"{'GPD': ['WRI1005108'], 'CARMA': ['CARMA28679']}"
3679,Kramatorskaya,Hard Coal,,PP,UA,120.0,,0.0,0.0,0.0,0.0,1974.0,,,,48.7477,37.5723,[nan],"{'GPD': ['WRI1075856'], 'CARMA': ['CARMA54560']}"
3680,Chernihiv,Hard Coal,,PP,UA,200.0,,0.0,0.0,0.0,0.0,1968.0,,,,51455,31.2602,[nan],"{'GPD': ['WRI1075853'], 'CARMA': ['CARMA8190']}"
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