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ReEDS 2.0

Table of Contents

Input Files


  • cases_hourly.csv
    • Description: This cases file contains the settings to demonstrate temporal flexibility (hourly) of ReEDS.

  • cases_small.csv
    • Description: Contains settings to run ReEDS at a smaller scale to test operability of the ReEDS model. Turns off several technologies and reduces the model size to significantly improve solve times.

  • cases_smaller.csv
    • Description: Another cases file which reduces the size of the model by reducing some constraints and operates at the largest spatial hierarchy to favor faster runtimes.

  • cases_spatialflex.csv
    • Description: Contains sample scenarios that use the spatial flexibility capabilities

  • cases_standardscenarios.csv
    • File Type: StdScen Cases file
    • Description: Contains the configuration settings for the Standard Scenarios ReEDS runs.

  • cases_test.csv
    • Description: Contains the configuration settings for doing test runs including the default Pacific census division test case.

  • e_report_params.csv
    • Description: Contains a parameter list used in the model along with descriptions of what they are and units used.

  • runfiles.csv
    • Description: Contains the locations of input data that is copied from the repository into the runs folder for each respective case.

  • sources.csv
    • Description: CSV file containing a list of all input files (csv, h5, csv.gz)

  • ba_timezone.csv
    • Description: Contains timezone information for BAs with respect to GMT.
    • Indices: r

  • EIA_2010loadbystate.csv
    • Description: Contains 2010 EIA load information (GWh) with respect to each state in the US.
    • Indices: r

  • EIA_loadbystate.csv
    • Description: Contains historical (2010-2022) EIA load information (GWh) with respect to each state in the US.
    • Indices: t,r


  • county_map.csv
    • Description: Contains a mapping between counties, states, and several other regions.


  • upv_resource_classes.csv
    • Description: Contains information related to UPV class segregation based on mean irradiance levels.








####### expected_results


####### reeds

######## inputs_case





######### supplycurve_metadata



######## outputs






####### supply_curves


####### expected_results

######## multiple_priority_inputs





######## no_bin_constraint





######## priority_inputs





######## wind-ons_6mw_inputs



####### expected_results










####### reeds

######## inputs_case





######### supplycurve_metadata


######## outputs






####### supply_curves


######## upv_reference

######### results


######## wind-ofs_0_open_moderate

######### results


######## wind-ons_reference

######### results



  • deflator.csv
    • Description: Dollar year deflator to convert values to 2004$





  • r_cendiv.csv
    • Description: Mapping for BAs to census regions












  • demonstration_plants.csv
    • File Type: Prescribed capacity

    • Description: Nuclear-smr demonstration plants; active when GSw_NuclearDemo=1

    • Indices: t,r,i,coolingwatertech,ctt,wst,value

    • Citation: [(See 'notes' column in the file)]


  • firstyear.csv
    • Description: First year each technology is allowed to be built


  • maxage.csv
    • Description: Maximum age allowed for each technology




  • rsmap.csv
    • Description: Mapping for BAs to resource regions
    • Indices: r,rs







































  • co2_cap.csv
    • Description: Annual nationwide carbon cap



  • emitrate.csv
    • Description: Emition rates for thermal generator for SO2, Nox, Hg, and CO2
    • Indices: i,e




  • rggicon.csv
    • Description: CO2 caps for RGGI states in metric tons










































  • consume_char_low.csv
    • File Type: Inputs

    • Description: Cost (capex, FOM, VOM) and efficiency (gas and electrical) as well as storage and transmission adder (stortran_adder) inputs for various H2 producing technologies, under Conservative assumptions.

    • Indices: i,t

    • Dollar year: Units vary based on the parameter - see commented text in b_inputs.gms.

    • Citation: [(N/A)]


  • consume_char_ref.csv
    • File Type: Inputs

    • Description: Cost (capex, FOM, VOM) and efficiency (gas and electrical) as well as storage and transmission adder (stortran_adder) inputs for various H2 producing technologies, under Reference assumptions.

    • Indices: i,t

    • Dollar year: Units vary based on the parameter - see commented text in b_inputs.gms.

    • Citation: [(N/A)]


  • dac_elec_BVRE_2021_high.csv
    • File Type: Inputs

    • Description: DAC costs (capex, FOM, VOM) and conversion rate, over time, using High assumptions.

    • Indices: i,t

    • Dollar year: As specified in inputs/consume/dollaryear

    • Citation: [(Beyond VRE project with Exxon Mobile and NETL.)]


  • dac_elec_BVRE_2021_low.csv
    • File Type: Inputs

    • Description: DAC costs (capex, FOM, VOM) and conversion rate, over time, using Low assumptions.

    • Indices: i,t

    • Dollar year: As specified in inputs/consume/dollaryear

    • Citation: [(Beyond VRE project with Exxon Mobile and NETL.)]


  • dac_elec_BVRE_2021_mid.csv
    • File Type: Inputs

    • Description: DAC costs (capex, FOM, VOM) and conversion rate, over time, using Mid assumptions.

    • Indices: i,t

    • Dollar year: As specified in inputs/consume/dollaryear

    • Citation: [(Beyond VRE project with Exxon Mobile and NETL.)]


  • dac_gas_BVRE_2021_high.csv
    • File Type: Inputs

    • Description: DAC costs (capex, FOM, VOM) and conversion rate, over time, using High assumptions.

    • Indices: i,t

    • Dollar year: As specified in inputs/consume/dollaryear

    • Citation: [(Beyond VRE project with Exxon Mobile and NETL.)]


  • dac_gas_BVRE_2021_low.csv
    • File Type: Inputs

    • Description: DAC costs (capex, FOM, VOM) and conversion rate, over time, using Low assumptions.

    • Indices: i,t

    • Dollar year: As specified in inputs/consume/dollaryear

    • Citation: [(Beyond VRE project with Exxon Mobile and NETL.)]


  • dac_gas_BVRE_2021_mid.csv
    • File Type: Inputs

    • Description: DAC costs (capex, FOM, VOM) and conversion rate, over time, using Mid assumptions.

    • Indices: i,t

    • Dollar year: As specified in inputs/consume/dollaryear

    • Citation: [(Beyond VRE project with Exxon Mobile and NETL.)]


  • dollaryear.csv
    • File Type: Inputs

    • Description: Dollar year for various Beyond VRE scenarios.

    • Indices: N/A

    • Dollar year: Stated in document.

    • Citation: [(N/A)]


  • h2_ba_share.csv
    • File Type: Inputs

    • Description: The fraction of hydrogen demand in that year that corresponds to a particular ReEDS BA.

    • Indices: r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • h2_exogenous_demand.csv
    • File Type: Inputs

    • Description: Exogenous hydrogen demand by industries other than the power sector per year

    • Indices: t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • h2_storage_rb.csv
    • File Type: Inputs

    • Description: Mapping of types of storage that exist in various ReEDS BAs.

    • Indices: r

    • Dollar year: N/A

    • Citation: [(N/A)]



  • pipeline_cost_mult.csv
    • File Type: Inputs

    • Description: Multiplier to the cost of hydrogen pipelines in various r-->r combinations.

    • Indices: r

    • Dollar year: N/A

    • Citation: [(N/A)]




































































































































































































  • disagg_geosize.csv
    • Description: The geographic area fraction of each county within a given ReEDS BA, used as multipliers for disaggregating spatial data
    • Indices: r

  • disagg_hydroexist.csv
    • Description: The hydropower capacity fraction of each county within a given ReEDS BA, used as multipliers for downselecting data
    • Indices: r

  • disagg_population.csv
    • Description: The population fraction of each county within a given ReEDS BA, used as multipliers for downselecting data
    • Indices: r

  • disagg_translinesize.csv
    • Description: The ratio of transmission capacity between a given US county and Canadian BA in relation to the total transmission capacity between the Canadian BA and the US BA that said county is in.
    • Indices: r































  • alpha_AEO_2021_HOG.csv
    • File Type: Input

    • Description: High Oil and Gas scenario census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2021)]


  • alpha_AEO_2021_LOG.csv
    • File Type: Input

    • Description: Low Oil and Gas scenario census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2021)]


  • alpha_AEO_2021_reference.csv
    • File Type: Input

    • Description: reference census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2021)]


  • alpha_AEO_2022_HOG.csv
    • File Type: Input

    • Description: High Oil and Gas scenario census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2022)]


  • alpha_AEO_2022_LOG.csv
    • File Type: Input

    • Description: Low Oil and Gas scenario census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2022)]


  • alpha_AEO_2022_reference.csv
    • File Type: Input

    • Description: reference census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2022)]


  • alpha_AEO_2023_HOG.csv
    • File Type: Input

    • Description: High Oil and Gas scenario census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2023)]


  • alpha_AEO_2023_LOG.csv
    • File Type: Input

    • Description: Low Oil and Gas scenario census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2023)]


  • alpha_AEO_2023_reference.csv
    • File Type: Input

    • Description: reference census division alpha values, used in the calculation of natural gas demand curves

    • Indices: allt,cendiv

    • Dollar year: 2004

    • Citation: [(AEO 2023)]


  • cd_beta0.csv
    • File Type: Input
    • Description: reference census division beta levels electric sector
    • Indices: cendiv
    • Dollar year: 2004

  • cd_beta0_allsector.csv
    • File Type: Input
    • Description: reference census division beta levels all sectors
    • Indices: cendiv
    • Dollar year: 2004

  • cendivweights.csv
    • Description: weights to smooth gas prices between census regions to avoid abrupt price changes at the cendiv borders
    • Indices: r,cendiv




  • dollaryear.csv
    • Description: Dollar year mapping for each fuel price scenario




  • ng_AEO_2021_HOG.csv
    • Description: High Oil and Gas scenario census division fuel price of natural gas

  • ng_AEO_2021_LOG.csv
    • Description: Low Oil and Gas scenario census division fuel price of natural gas


  • ng_AEO_2022_HOG.csv
    • Description: High Oil and Gas scenario census division fuel price of natural gas

  • ng_AEO_2022_LOG.csv
    • Description: Low Oil and Gas scenario census division fuel price of natural gas


  • ng_AEO_2023_HOG.csv
    • Description: High Oil and Gas scenario census division fuel price of natural gas

  • ng_AEO_2023_LOG.csv
    • Description: Low Oil and Gas scenario census division fuel price of natural gas


  • ng_demand_AEO_2021_HOG.csv
    • Description: High Oil and Gas census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2021_LOG.csv
    • Description: Low Oil and Gas census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2021_reference.csv
    • Description: Reference census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2022_HOG.csv
    • Description: High Oil and Gas census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2022_LOG.csv
    • Description: Low Oil and Gas census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2022_reference.csv
    • Description: Reference census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2023_HOG.csv
    • Description: High Oil and Gas census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2023_LOG.csv
    • Description: Low Oil and Gas census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_demand_AEO_2023_reference.csv
    • Description: Reference census division natural gas demand for the electric sector, used in the calculation of natural gas demand curves

  • ng_tot_demand_AEO_2021_HOG.csv
    • Description: High Oil and Gas census division natural gas demand across all sectors, used in the calculation of natural gas demand curves

  • ng_tot_demand_AEO_2021_LOG.csv
    • Description: Low Oil and Gas census division natural gas demand across all sectors, used in the calculation of natural gas demand curves


  • ng_tot_demand_AEO_2022_HOG.csv
    • Description: High Oil and Gas census division natural gas demand across all sectors, used in the calculation of natural gas demand curves

  • ng_tot_demand_AEO_2022_LOG.csv
    • Description: Low Oil and Gas census division natural gas demand across all sectors, used in the calculation of natural gas demand curves


  • ng_tot_demand_AEO_2023_HOG.csv
    • Description: High Oil and Gas census division natural gas demand across all sectors, used in the calculation of natural gas demand curves

  • ng_tot_demand_AEO_2023_LOG.csv
    • Description: Low Oil and Gas census division natural gas demand across all sectors, used in the calculation of natural gas demand curves














  • hyd_fom.csv
    • Description: Regional FOM costs for hydro






















































































  • dollaryear.csv
    • Description: Dollar year mapping for each plant cost scenario






















  • minCF.csv
    • Description: minimum annual capacity factor for each tech fleet - applied to i-rto


  • minloadfrac0.csv
    • Description: characteristics/minloadfrac0 database of minloadbed generator cs

  • ofs-wind_ATB_2020_advanced.csv
    • File Type: Inputs file
    • Description: 2020 advanced capacity factor, capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004


  • ofs-wind_ATB_2020_conservative.csv
    • File Type: Inputs file
    • Description: 2020 conservative capacity factor, capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004


  • ofs-wind_ATB_2020_moderate.csv
    • File Type: Inputs file
    • Description: 2020 moderate capacity factor, capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004


  • ofs-wind_ATB_2021_advanced.csv
    • File Type: Inputs file
    • Description: 2021 advanced capacity factor, capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004


  • ofs-wind_ATB_2021_conservative.csv
    • File Type: Inputs file
    • Description: 2021 conservative capacity factor, capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004


  • ofs-wind_ATB_2021_moderate.csv
    • File Type: Inputs file
    • Description: 2021 moderate capacity factor, capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004


  • ofs-wind_ATB_2022_advanced.csv
    • File Type: Inputs file
    • Description: 2022 advanced capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004




  • ofs-wind_ATB_2022_conservative.csv
    • File Type: Inputs file
    • Description: 2022 conservative capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004




  • ofs-wind_ATB_2022_moderate.csv
    • File Type: Inputs file
    • Description: 2022 moderate capital, fixed O&M and var O&M costs of ofs-wind by class and year
    • Dollar year: 2004




  • ofs-wind_ATB_2023_advanced.csv
    • File Type: Inputs file
    • Description: 2023 advanced ofs-wind capital, fixed O&M, var O&M costs and rsc_mult (SC cost reduction mult) by class and year
    • Dollar year: 2004

  • ofs-wind_ATB_2023_conservative.csv
    • File Type: Inputs file
    • Description: 2023 conservative ofs-wind capital, fixed O&M, var O&M costs and rsc_mult (SC cost reduction mult) by class and year
    • Dollar year: 2004

  • ofs-wind_ATB_2023_moderate.csv
    • File Type: Inputs file
    • Description: 2023 moderate ofs-wind capital, fixed O&M, var O&M costs and rsc_mult (SC cost reduction mult) by class and year
    • Dollar year: 2004

















  • ramprate.csv
    • Description: Generator ramp rates by technology
















  • prm_annual.csv
    • Description: Annual planning reserve margin by NERC region



  • ctt.csv
    • File Type: GAMS set
    • Description: set of cooling technology types

  • geotech.csv
    • File Type: GAMS set
    • Description: set of geothermal technology categories

  • i.csv
    • File Type: GAMS set
    • Description: set of technologies

  • i_subtech.csv
    • File Type: GAMS set
    • Description: set of categories for subtechs

  • pcat.csv
    • File Type: GAMS set
    • Description: set of prescribed technology categories

  • sdbin.csv
    • File Type: GAMS set
    • Description: set of storage durage bins

  • tg.csv
    • File Type: GAMS set
    • Description: set of technology groups

  • w.csv
    • File Type: GAMS set
    • Description: set of water withdrawal or consumption options for water techs

  • wst.csv
    • File Type: GAMS set
    • Description: set of water source types




















  • forced_retirements.csv
    • Description: List of regions with mandatory retirement policies for certain technologies









  • rectable.csv
    • Description: Table defining which states are allowed to trade RECs











































































  • cost_hurdle_country.csv
    • File Type: GAMS set
    • Description: Cost for transmission hurdle rate by country
    • Indices: country
    • Dollar year: 2004



  • rev_transmission_basecost.csv
    • File Type: inputs
    • Description: Unweighted average base cost across the four regions for which we have transmission cost data.
    • Indices: Transreg
    • Dollar year: 2004























  • i_coolingtech_watersource_upgrades_link.csv
    • File Type: Inputs

    • Description: List of cooling technologies for water sources that can be upgraded + their to, from, ctt (cooling technology type) and wst (water source type)

    • Indices: i, ctt, wst

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upgrade_link.csv
    • File Type: Inputs

    • Description: Techs that can be upgraded including the original technology, the technology it is upgrading to, and the delta.

    • Indices: i

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upgrade_mult_atb23_ccs_adv.csv
    • File Type: Inputs

    • Description: Cost adjustment (advanced) over various years for upgrade technologies

    • Indices: i,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upgrade_mult_atb23_ccs_con.csv
    • File Type: Inputs

    • Description: Cost adjustment (conservative) over various years for upgrade technologies

    • Indices: i,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upgrade_mult_atb23_ccs_mid.csv
    • File Type: Inputs

    • Description: Cost adjustment (Mid) over various years for upgrade technologies

    • Indices: i,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upgradelink_water.csv
    • File Type: Inputs

    • Description: Water techs that can be upgraded including the original technology, the technology it is upgrading to, and the delta (a H2-CT)

    • Indices: i

    • Dollar year: N/A

    • Citation: [(N/A)]





  • ivt_step.csv
    • Description: ivt steps for endyears beyond 2050

  • modeled_regions.csv
    • Description: Sets of BA regions that a user can model in a run. Each column is a different region option and can be specified in cases using GSw_Region.

  • windows_2100.csv
    • Description: Window size for using window solve method to 2100

















  • dupv_ba.h5
    • File Type: Resource supply curve

    • Description: Distributed utility scale photovoltaics resource supply curve. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upv-limited_ba.h5
    • File Type: Resource supply curve

    • Description: Utility scale photovoltaics resource supply curve using Limited access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upv-open_ba.h5
    • File Type: Resource supply curve

    • Description: Utility scale photovoltaics resource supply curve using Open access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upv-reference_ba.h5
    • File Type: Resource supply curve

    • Description: Utility scale photovoltaics resource supply curve using Reference access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upv_140AC_ba-reference.h5
    • File Type: Resource supply curve

    • Description: Utility scale photovoltaics resource supply curve (AC, using a 1.40 Inverter Load Ratio) using Reference access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • upv_220AC_ba-reference.h5
    • File Type: Resource supply curve

    • Description: Utility scale photovoltaics resource supply curve (AC, using a 2.20 Inverter Load Ratio) using Reference access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • wind-ofs-limited_ba.h5
    • File Type: Resource supply curve

    • Description: Offshore wind resource supply curve using Limited access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • wind-ofs-open_ba.h5
    • File Type: Resource supply curve

    • Description: Offshore wind resource supply curve using Open access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • wind-ons-limited_ba.h5
    • File Type: Resource supply curve

    • Description: Land-based wind resource supply curve using Limited access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • wind-ons-open_ba.h5
    • File Type: Resource supply curve

    • Description: Land-based wind resource supply curve using Open access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]


  • wind-ons-reference_ba.h5
    • File Type: Resource supply curve

    • Description: Land-based wind resource supply curve using Reference access assumptions. Data is a capacity factor i.e. a fraction.

    • Indices: v,r,t

    • Dollar year: N/A

    • Citation: [(N/A)]







































































  • rsmap.csv
    • Description: Mapping for BAs to resource regions
    • Indices: r,rs