Sources and Data

ReEDS 2.0

Table of Contents

• • hourlize

    • eer_to_reeds

    • inputs

    • plexos_to_reeds

    • tests

  • inputs

    • canada_imports

    • capacity_exogenous

    • climate

    • consume

    • ctus

    • degradation

    • demand_response

    • dgen_model_inputs

    • disaggregation

    • emission_constraints

    • financials

    • fuelprices

    • geothermal

    • growth_constraints

    • hydro

    • load

    • national_generation

    • plant_characteristics

    • reserves

    • sets

    • shapefiles

    • state_policies

    • storage

    • supply_curve

    • techs

    • transmission

    • upgrades

    • userinput

    • valuestreams

    • variability

    • waterclimate

  • postprocessing

    • air_quality

    • bokehpivot

    • combine_runs

    • land_use

    • plots

    • retail_rate_module

    • reValue

    • tableau

  • preprocessing

    • atb_updates_processing

  • reeds2pras

    • test

  • ReEDS_Augur

  • tests

    • data

Input Files

Note: If you see a ‘#’ before a header it means there may be further subdirectories within it but the Markdown file is only capable of showing 6 levels, so the header sizes are capped to that level and they cannot be any smaller to visually reflect the further subdirectory hierarchy.

• cases.csv

  • File Type: Switches file

  • Description: Contains the configuration settings for the ReEDS run(s).

  • Dollar year: 2004

  • Citation: [(https://github.nrel.gov/ReEDS/ReEDS-2.0/blob/38e6610a8c6a92291804598c95c11b707bf187b9/cases.csv)]

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• cases_examples.csv

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• 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.

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• cases_standardscenarios.csv

  • File Type: StdScen Cases file

  • Description: Contains the configuration settings for the Standard Scenarios ReEDS runs.

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• cases_test.csv

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

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• e_report_params.csv

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

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• runfiles.csv

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

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• sources.csv

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

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hourlize

eer_to_reeds

eer_load_participation_factors

• ba_state_map.csv

---

eer_splice

• ba_timezone.csv

---

• dummy_agg_op_datacenters.csv

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• load_factors.csv

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inputs

load

• ba_timezone.csv

  • Description: Contains timezone information for BAs with respect to GMT.

  • Indices: r

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• EIA_2010loadbystate.csv

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

  • Indices: r

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• EIA_loadbystate.csv

  • Description: Contains historical (2010-2022) EIA load information (GWh) with respect to each state in the US.

  • Indices: t,r

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• load_participation_factors_st_to_ba.csv

  • Description: Contains load participation factors for each of the BAs

  • Indices: r

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resource

• egs_resource_classes.csv

---

• fair_market_value.csv

  • Description: Contains estimates of fair market land value in $ per hectare for each reV supply curve site

  • Citation: [(Provided by Anthony Lopez in June 2023)]

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• geohydro_resource_classes.csv

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• rev_sc_columns.csv

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• state_abbrev.csv

  • Description: Contains state names and codesfor the US.

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• upv_resource_classes.csv

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

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• wind-ofs_resource_classes.csv

  • File Type: supply curve input

  • Description: Contains information related to Offshore wind class segregation and turbine type (fixed vs floating) based on water depth and site lcoe

  • Indices: n/a

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• wind-ons_resource_classes.csv

  • Description: Contains information related to Onshore wind class segregation based on mean wind speeds.

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plexos_to_reeds

inputs

• month_to_season.csv

  • Description: Maps the season to month in a year

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• plexos_node_monthly_lpf_ercot.csv

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• plexos_node_seasonal_lpf_wi.csv

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• plexos_node_to_reeds_ba.csv

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• plexos_node_to_zone_ei.csv

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tests

data

r2r_expanded

####### upv_case_1

####### expected_results

• df_sc_out_upv_reduced.csv

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####### reeds

####### inputs_case

• hierarchy_original.csv

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• maxage.csv

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• rev_paths.csv

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• site_bin_map.csv

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• switches.csv

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####### outputs

• cap.csv

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• cap_exog.csv

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• cap_new_bin_out.csv

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• cap_new_ivrt_refurb.csv

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• systemcost.csv

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####### supply_curves

• upv_supply_curve_raw_unpacked.csv

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####### upv_case_2

####### expected_results

• df_sc_out_upv_reduced.csv

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####### reeds

####### inputs_case

• hierarchy_original.csv

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• maxage.csv

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• rev_paths.csv

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• site_bin_map.csv

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• switches.csv

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####### outputs

• cap.csv

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• cap_exog.csv

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• cap_new_bin_out.csv

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• cap_new_ivrt_refurb.csv

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• systemcost.csv

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####### supply_curves

• upv_supply_curve_raw_unpacked.csv

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####### upv_case_3

####### expected_results

• df_sc_out_upv_reduced.csv

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####### reeds

####### inputs_case

• hierarchy_original.csv

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• maxage.csv

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• rev_paths.csv

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• site_bin_map.csv

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• switches.csv

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####### outputs

• cap.csv

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• cap_exog.csv

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• cap_new_bin_out.csv

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• cap_new_ivrt_refurb.csv

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• systemcost.csv

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####### supply_curves

• upv_supply_curve_raw_unpacked.csv

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####### wind-ons_case_1

####### expected_results

• df_sc_out_wind-ons_reduced.csv

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####### reeds

####### inputs_case

• hierarchy_original.csv

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• maxage.csv

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• rev_paths.csv

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• site_bin_map.csv

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• switches.csv

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####### supplycurve_metadata

• rev_supply_curves.csv

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####### outputs

• cap.csv

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• cap_exog.csv

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• cap_new_bin_out.csv

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• cap_new_ivrt_refurb.csv

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• systemcost.csv

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####### supply_curves

• wind-ons_supply_curve_raw.csv

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r2r_from_config

####### expected_results

####### multiple_priority_inputs

• df_sc_out_upv_reduced.csv

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• df_sc_out_wind-ofs_reduced.csv

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• df_sc_out_wind-ons_reduced.csv

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####### no_bin_constraint

• df_sc_out_upv_reduced.csv

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• df_sc_out_wind-ofs_reduced.csv

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• df_sc_out_wind-ons_reduced.csv

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####### priority_inputs

• df_sc_out_upv_reduced.csv

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• df_sc_out_wind-ofs_reduced.csv

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• df_sc_out_wind-ons_reduced.csv

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r2r_integration

####### expected_results

• df_sc_out_upv.csv

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• df_sc_out_upv_reduced.csv

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• df_sc_out_upv_reduced_simul_fill.csv

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• df_sc_out_wind-ofs.csv

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• df_sc_out_wind-ofs_reduced.csv

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• df_sc_out_wind-ons.csv

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• df_sc_out_wind-ons_reduced.csv

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####### reeds

####### inputs_case

• hierarchy_original.csv

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• maxage.csv

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• rev_paths.csv

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• site_bin_map.csv

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• switches.csv

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####### outputs

• cap.csv

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• cap_exog.csv

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• cap_new_bin_out.csv

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• cap_new_ivrt_refurb.csv

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• systemcost.csv

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####### supply_curves

####### upv_reference

####### results

• upv_supply_curve_raw.csv

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####### wind-ofs_0_open_moderate

####### results

• wind-ofs_supply_curve_raw.csv

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####### wind-ons_reference

####### results

• wind-ons_supply_curve_raw.csv

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r2r_integration_geothermal

####### expected_results

• df_sc_out_egs_allkm.csv

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• df_sc_out_egs_allkm_reduced.csv

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• df_sc_out_geohydro_allkm.csv

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• df_sc_out_geohydro_allkm_reduced.csv

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####### reeds

####### inputs_case

• hierarchy_original.csv

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• maxage.csv

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• rev_paths.csv

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• site_bin_map.csv

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• switches.csv

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####### outputs

• cap.csv

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• cap_exog.csv

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• cap_new_bin_out.csv

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• cap_new_ivrt_refurb.csv

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• systemcost.csv

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####### supply_curves

• egs_supply_curve_raw.csv

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• geohydro_supply_curve_raw.csv

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inputs

• county2zone.csv

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• hierarchy.csv

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• hierarchy_agg125.csv

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• hierarchy_agg54.csv

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• hierarchy_agg69.csv

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• modeledyears.csv

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• scalars.csv

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• tech-subset-table.csv

  • Description: Maps all technologies to specific subsets of technologies

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canada_imports

• can_exports.csv

  • File Type: Input

  • Description: Annual exports to Canada by BA

  • Indices: r,t

  • Units: MWh

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• can_exports_szn_frac.csv

  • File Type: Input

  • Description: Fraction of annual exports to Canada by season

  • Indices: N/A

  • Units: rate (unitless)

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• can_imports.csv

  • File Type: Input

  • Description: Annual imports from Canada by BA

  • Indices: r,t

  • Units: MWh

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• can_imports_quarter_frac.csv

  • File Type: Input

  • Description: Fraction of annual imports from Canada by season

  • Indices: N/A

  • Units: rate (unitless)

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capacity_exogenous

• cappayments.csv

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• cappayments_ba.csv

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• 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 and https://www.energy.gov/oced/advanced-reactor-demonstration-projects-0)]

  • Units: MW

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• geohydro_allkm_exog_cap_reference.csv

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• geohydro_allkm_prescribed_builds_reference.csv

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• geohydro_exog_cap_reference_ba.csv

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• geohydro_exog_cap_reference_county.csv

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• geohydro_prescribed_builds_reference_ba.csv

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• geohydro_prescribed_builds_reference_county.csv

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• interconnection_queues.csv

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• ReEDS_generator_database_final_EIA-NEMS.csv

  • File Type: Input

  • Description: EIA-NEMS database of existing generators

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• rsmap.csv

  • Description: Mapping for BAs to resource regions

  • Indices: r,rs

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• upv_exog_cap_limited_ba.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) UPV capacity with limited siting assumptions at BA resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• upv_exog_cap_limited_county.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) UPV capacity with limited siting assumptions at county resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• upv_exog_cap_open_ba.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) UPV capacity with open siting assumptions at BA resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• upv_exog_cap_open_county.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) UPV capacity with open siting assumptions at county resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• upv_exog_cap_reference_ba.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) UPV capacity with reference siting assumptions at BA resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• upv_exog_cap_reference_county.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) UPV capacity with reference siting assumptions at county resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• upv_prescribed_builds_limited_ba.csv

  • File Type: Prescribed capacity

  • Description: UPV prescribed builds with limited siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• upv_prescribed_builds_limited_county.csv

  • File Type: Prescribed capacity

  • Description: UPV prescribed builds with limited siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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• upv_prescribed_builds_open_ba.csv

  • File Type: Prescribed capacity

  • Description: UPV prescribed builds with open siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• upv_prescribed_builds_open_county.csv

  • File Type: Prescribed capacity

  • Description: UPV prescribed builds with open siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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• upv_prescribed_builds_reference_ba.csv

  • File Type: Prescribed capacity

  • Description: UPV prescribed builds with reference siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• upv_prescribed_builds_reference_county.csv

  • File Type: Prescribed capacity

  • Description: UPV prescribed builds with reference siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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• wind-ofs_prescribed_builds_limited_ba.csv

  • File Type: Prescribed capacity

  • Description: wind-ofs prescribed builds with limited siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• wind-ofs_prescribed_builds_limited_county.csv

  • File Type: Prescribed capacity

  • Description: wind-ofs prescribed builds with limited siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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• wind-ofs_prescribed_builds_open_ba.csv

  • File Type: Prescribed capacity

  • Description: wind-ofs prescribed builds with open siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• wind-ofs_prescribed_builds_open_county.csv

  • File Type: Prescribed capacity

  • Description: wind-ofs prescribed builds with open siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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• wind-ofs_prescribed_builds_reference_ba.csv

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• wind-ofs_prescribed_builds_reference_county.csv

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• wind-ons_exog_cap_limited_ba.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) wind-ons capacity with limited siting assumptions at BA resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• wind-ons_exog_cap_limited_county.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) wind-ons capacity with limited siting assumptions at county resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• wind-ons_exog_cap_open_ba.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) wind-ons capacity with open siting assumptions at BA resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• wind-ons_exog_cap_open_county.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) wind-ons capacity with open siting assumptions at county resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• wind-ons_exog_cap_reference_ba.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) wind-ons capacity with reference siting assumptions at BA resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• wind-ons_exog_cap_reference_county.csv

  • File Type: Exogenous capacity

  • Description: Exogenous (pre-2010) wind-ons capacity with reference siting assumptions at county resolution

  • Indices: tech,r,sc_point_grid,t

  • Units: MW

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• wind-ons_prescribed_builds_limited_ba.csv

  • File Type: Prescribed capacity

  • Description: wind-ons prescribed builds with limited siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• wind-ons_prescribed_builds_limited_county.csv

  • File Type: Prescribed capacity

  • Description: wind-ons prescribed builds with limited siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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• wind-ons_prescribed_builds_open_ba.csv

  • File Type: Prescribed capacity

  • Description: wind-ons prescribed builds with open siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• wind-ons_prescribed_builds_open_county.csv

  • File Type: Prescribed capacity

  • Description: wind-ons prescribed builds with open siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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• wind-ons_prescribed_builds_reference_ba.csv

  • File Type: Prescribed capacity

  • Description: wind-ons prescribed builds with reference siting assumptions at BA resolution

  • Indices: r,t

  • Units: MW

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• wind-ons_prescribed_builds_reference_county.csv

  • File Type: Prescribed capacity

  • Description: wind-ons prescribed builds with reference siting assumptions at county resolution

  • Indices: r,t

  • Units: MW

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climate

• climate_heuristics_finalyear.csv

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• climate_heuristics_yearfrac.csv

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• CoolSlopes.csv

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• HeatSlopes.csv

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GFDL-ESM2M_RCP4p5_WM

• HDDCDD.csv

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• hydadjann.csv

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• hydadjsea.csv

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• UnappWaterMult.csv

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• UnappWaterMultAnn.csv

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• UnappWaterSeaAnnDistr.csv

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HadGEM2-ES_RCP2p6

• HDDCDD.csv

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• UnappWaterMult.csv

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• UnappWaterMultAnn.csv

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• UnappWaterSeaAnnDistr.csv

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HadGEM2-ES_rcp45_AT

• HDDCDD.csv

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• hydadjann.csv

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• hydadjsea.csv

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• UnappWaterMult.csv

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• UnappWaterMultAnn.csv

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• UnappWaterSeaAnnDistr.csv

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HadGEM2-ES_RCP4p5

• HDDCDD.csv

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• UnappWaterMult.csv

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• UnappWaterMultAnn.csv

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• UnappWaterSeaAnnDistr.csv

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HadGEM2-ES_rcp85_AT

• HDDCDD.csv

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• hydadjann.csv

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• hydadjsea.csv

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• UnappWaterMult.csv

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• UnappWaterMultAnn.csv

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• UnappWaterSeaAnnDistr.csv

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HadGEM2-ES_RCP8p5

• HDDCDD.csv

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• UnappWaterMult.csv

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• UnappWaterMultAnn.csv

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• UnappWaterSeaAnnDistr.csv

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IPSL-CM5A-LR_RCP8p5_WM

• HDDCDD.csv

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• hydadjann.csv

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• hydadjsea.csv

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• UnappWaterMult.csv

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• UnappWaterMultAnn.csv

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• UnappWaterSeaAnnDistr.csv

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consume

• 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)]

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• dac_elec_BVRE_2021_high.csv

  • File Type: Inputs

  • Description: DAC costs (capex [\(/(metric ton CO2/hr)], FOM [\)/(metric ton CO2/hr)/yr], VOM [$/metric ton CO2]) and conversion rate, over time, using High assumptions.

  • Indices: i,t

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

  • Citation: [(https://www.netl.doe.gov/energy-analysis/details?id=d5860604-fbc7-44bb-a756-76db47d8b85a)]

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• dac_elec_BVRE_2021_low.csv

  • File Type: Inputs

  • Description: DAC costs (capex [\(/(metric ton CO2/hr)], FOM [\)/(metric ton CO2/hr)/yr], VOM [$/metric ton CO2]) and conversion rate, over time, using Low assumptions.

  • Indices: i,t

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

  • Citation: [(https://www.netl.doe.gov/energy-analysis/details?id=d5860604-fbc7-44bb-a756-76db47d8b85a)]

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• dac_elec_BVRE_2021_mid.csv

  • File Type: Inputs

  • Description: DAC costs (capex [\(/(metric ton CO2/hr)], FOM [\)/(metric ton CO2/hr)/yr], VOM [$/metric ton CO2]) and conversion rate, over time, using Mid assumptions.

  • Indices: i,t

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

  • Citation: [(https://www.netl.doe.gov/energy-analysis/details?id=d5860604-fbc7-44bb-a756-76db47d8b85a)]

---

• dac_gas_BVRE_2021_high.csv

  • File Type: Inputs

  • Description: DAC costs (capex [\(/(metric ton CO2/hr)], FOM [\)/(metric ton CO2/hr)/yr], VOM [$/metric ton CO2]) and conversion rate, over time, using High assumptions.

  • Indices: i,t

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

  • Citation: [(https://netl.doe.gov/energy-analysis/details?id=36385f18-3eaa-4f96-9983-6e2b607f6987)]

---

• dac_gas_BVRE_2021_low.csv

  • File Type: Inputs

  • Description: DAC costs (capex [\(/(metric ton CO2/hr)], FOM [\)/(metric ton CO2/hr)/yr], VOM [$/metric ton CO2]) and conversion rate, over time, using Low assumptions.

  • Indices: i,t

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

  • Citation: [(https://netl.doe.gov/energy-analysis/details?id=36385f18-3eaa-4f96-9983-6e2b607f6987)]

---

• dac_gas_BVRE_2021_mid.csv

  • File Type: Inputs

  • Description: DAC costs (capex [\(/(metric ton CO2/hr)], FOM [\)/(metric ton CO2/hr)/yr], VOM [$/metric ton CO2]) and conversion rate, over time, using Mid assumptions.

  • Indices: i,t

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

  • Citation: [(https://netl.doe.gov/energy-analysis/details?id=36385f18-3eaa-4f96-9983-6e2b607f6987)]

---

• dollaryear.csv

  • File Type: Inputs

  • Description: Dollar year for various Beyond VRE scenarios.

  • Indices: N/A

  • Dollar year: Stated in document.

  • Citation: [(N/A)]

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• h2_demand_county_share.csv

  • File Type: Inputs

  • Description: The fraction of national hydrogen demand in that year that corresponds to each county. Demand estimates come from https://data.openei.org/submissions/5655. 2021 demand shares correspond to the “Reference” scenario with light-duty vehicles / biofuels / methanol demand removed and 2050 shares correspond to the “Low Cost Electrolysis” scenario.

  • 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)]

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• h2_storage_ba.csv

  • File Type: Inputs

  • Description: Cheapest H2 storage type that exists in each ReEDS BA. Storage locations come from https://www.sciencedirect.com/science/article/pii/S0360319914021223.

  • Indices: r

  • Dollar year: N/A

  • Citation: [(N/A)]

---

• h2_storage_county.csv

  • File Type: Inputs

  • Description: Cheapest H2 storage type that exists in each county. Storage locations come from https://www.sciencedirect.com/science/article/pii/S0360319914021223.

  • Indices: r

  • Dollar year: N/A

  • Citation: [(N/A)]

---

• h2_transport_and_storage_costs.csv

  • File Type: Inputs

  • Description: Transport and storage costs of hydrogen per year

  • Indices: t

  • Dollar year: 2004

  • Citation: [(N/A)]

---

ctus

• co2_site_char.csv

  • Dollar year: 2018

---

• cs.csv

---

• r_cs.csv

---

• r_cs_distance_mi.csv

---

degradation

• degradation_annual_default.csv

---

demand_response

• dr_shed_avail_scalar.csv

---

• dr_shed_capacity_scalar_demo_data_IEF_January_2025.csv

---

• dr_shed_hourly.h5

---

• ev_load_Baseline.h5

  • File Type: inputs

  • Description: Baseline electricity load from EV charging by timeslice h and year t

  • Units: MW

---

• evmc_rsc_Baseline.csv

---

• evmc_shape_decrease_profile_Baseline.h5

---

• evmc_shape_increase_profile_Baseline.h5

---

• evmc_storage_decrease_profile_Baseline.h5

---

• evmc_storage_increase_profile_Baseline.h5

---

• evmc_storage_profile_energy_Baseline.h5

---

dgen_model_inputs

stscen2023_electrification

• distpvcap_stscen2023_electrification.csv

---

stscen2023_highng

• distpvcap_stscen2023_highng.csv

  • File Type: distribution PV inputs

  • Description: Setting for distpv scenario capacity - from standard scenarios 2023 with high NG (including distpv) costs

---

stscen2023_highre

• distpvcap_stscen2023_highre.csv

  • File Type: distribution PV inputs

  • Description: Setting for distpv scenario capacity - from standard scenarios 2023 with high RE (including distpv) costs

---

stscen2023_lowng

• distpvcap_stscen2023_lowng.csv

  • File Type: distribution PV inputs

  • Description: Setting for distpv scenario capacity - from standard scenarios 2023 with low NG (including distpv) costs

---

stscen2023_lowre

• distpvcap_stscen2023_lowre.csv

  • File Type: distribution PV inputs

  • Description: Setting for distpv scenario capacity - from standard scenarios 2023 with low RE (including distpv) costs

---

stscen2023_mid_case

• distpvcap_stscen2023_mid_case.csv

  • File Type: distribution PV inputs

---

stscen2023_mid_case_95_by_2035

• distpvcap_stscen2023_mid_case_95_by_2035.csv

  • File Type: distribution PV inputs

---

stscen2023_mid_case_95_by_2050

• distpvcap_stscen2023_mid_case_95_by_2050.csv

  • File Type: distribution PV inputs

---

stscen2023_taxcredit_extended2050

• distpvcap_stscen2023_taxcredit_extended2050.csv

  • File Type: distribution PV inputs

---

disaggregation

• county_population.csv

  • Description: The population of each county, relative values are used as multipliers for downselecting data. Data come from the U.S. Census Bureau 2021 county population estimates (https://www.census.gov/data/tables/time-series/demo/popest/2020s-counties-total.html).

  • Indices: FIPS

---

• disagg_hydroexist.csv

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

  • Indices: r

---

emission_constraints

• ccs_link.csv

---

• ccs_link_water.csv

---

• co2_cap.csv

  • Description: Annual nationwide carbon cap

---

• co2_tax.csv

  • Description: Annual co2 tax

---

• county_co2_share_egrid_2022.csv

---

• csapr_group1_ex.csv

---

• csapr_group2_ex.csv

---

• csapr_ozone_season.csv

---

• emitrate.csv

  • Description: Emition rates for thermal generator for SO2, NOx, and CO2

  • Indices: i,e

---

• gwp.csv

---

• methane_leakage_rate.csv

---

• ng_crf_penalty.csv

  • File Type: Inputs

  • Description: Cost adjustment for NG techs in scenarios with national decarbonization targets

  • Indices: allt

  • Dollar year: N/A

  • Citation: [(https://github.nrel.gov/ReEDS/ReEDS-2.0/pull/1220)]

  • Units: rate (unitless)

---

• rggi_states.csv

  • Description: Participating RGGI states

  • Citation: [(https://www.rggi.org/program-overview-and-design/elements)]

---

• rggicon.csv

  • Description: CO2 caps for RGGI states in metric tons

  • Citation: [(https://www.rggi.org/allowance-tracking/allowance-distribution)]

---

• state_cap.csv

---

financials

• cap_penalty.csv

---

• construction_schedules_default.csv

---

• construction_times_default.csv

---

• currency_incentives.csv

---

• deflator.csv

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

---

• depreciation_schedules_default.csv

---

• energy_communities.csv

---

• financials_hydrogen.csv

---

• financials_sys_ATB2023.csv

---

• financials_sys_ATB2024.csv

---

• financials_tech_ATB2023.csv

---

• financials_tech_ATB2023_CRP20.csv

---

• financials_tech_ATB2024.csv

---

• financials_transmission_30ITC_0pen_2022_2031.csv

---

• financials_transmission_default.csv

---

• incentives_annual.csv

---

• incentives_biennial.csv

---

• incentives_ira.csv

---

• incentives_ira_45q_45v_extension.csv

---

• incentives_noira.csv

---

• incentives_none.csv

---

• incentives_obbba.csv

---

• incentives_obbba_conservative.csv

---

• inflation_default.csv

  • Description: Annual inflation factors from 1914 through 2200; historical values use the avg-avg values from https://www.usinflationcalculator.com/inflation/consumer-price-index-and-annual-percent-changes-from-1913-to-2008/

  • Indices: t

---

• reg_cap_cost_diff_default.csv

  • File Type: parameter

  • Description: region-specific differences for capital cost of all resources. Add to 1 to produce a multiplier

  • Indices: i,r

---

• retire_penalty.csv

---

• supply_chain_adjust.csv

---

• tc_phaseout_schedule_ira2022.csv

---

fuelprices

• alpha_AEO_2023_HOG.csv

  • File Type: Input

  • Description: High Oil and Gas Resource and Technology 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 Resource and Technology 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)]

---

• alpha_AEO_2025_HOG.csv

  • File Type: Input

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

  • Indices: allt,cendiv

  • Dollar year: 2004

  • Citation: [(AEO 2025)]

---

• alpha_AEO_2025_LOG.csv

  • File Type: Input

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

  • Indices: allt,cendiv

  • Dollar year: 2004

  • Citation: [(AEO 2025)]

---

• alpha_AEO_2025_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 2025)]

---

• 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

---

• coal_AEO_2023_reference.csv

  • Description: reference case census division fuel price of coal

  • Indices: t,cendiv

  • Dollar year: 2022

---

• coal_AEO_2025_reference.csv

  • Description: reference case census division fuel price of coal with missing values forward-filled from earlier years

  • Indices: t,cendiv

  • Dollar year: 2024

---

• dollaryear.csv

  • Description: Dollar year mapping for each fuel price scenario

---

• h2-combustion_10.csv

  • Description: price of hydrogen for combustion technologies (h2-ct and cc) at $10/MMBtu for all years

---

• h2-combustion_30.csv

  • Description: price of hydrogen for combustion technologies (h2-ct and cc) at $30/MMBtu for all years

---

• h2-combustion_reference.csv

  • Description: price of hydrogen for combustion technologies (h2-ct and cc) at $20/MMBtu for all years

---

• ng_AEO_2023_HOG.csv

  • File Type: Input

  • Description: High Oil and Gas Resource and Technology scenario census division fuel price of natural gas

  • Indices: cendiv,t

  • Dollar year: 2004

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: 2004$/MMBtu

---

• ng_AEO_2023_LOG.csv

  • File Type: Input

  • Description: Low Oil and Gas Resource and Technology scenario census division fuel price of natural gas

  • Indices: cendiv,t

  • Dollar year: 2004

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: 2004$/MMBtu

---

• ng_AEO_2023_reference.csv

  • File Type: Input

  • Description: Reference scenario census division fuel price of natural gas

  • Indices: cendiv,t

  • Dollar year: 2004

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: 2004$/MMBtu

---

• ng_AEO_2025_HOG.csv

  • File Type: Input

  • Description: High Oil and Gas Resource and Technology scenario census division fuel price of natural gas

  • Indices: cendiv,t

  • Dollar year: 2004

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: 2004$/MMBtu

---

• ng_AEO_2025_LOG.csv

  • File Type: Input

  • Description: Low Oil and Gas Resource and Technology scenario census division fuel price of natural gas

  • Indices: cendiv,t

  • Dollar year: 2004

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: 2004$/MMBtu

---

• ng_AEO_2025_reference.csv

  • File Type: Input

  • Description: Reference scenario census division fuel price of natural gas

  • Indices: cendiv,t

  • Dollar year: 2004

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: 2004$/MMBtu

---

• ng_demand_AEO_2023_HOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_demand_AEO_2023_LOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_demand_AEO_2023_reference.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_demand_AEO_2025_HOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_demand_AEO_2025_LOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_demand_AEO_2025_reference.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_tot_demand_AEO_2023_HOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_tot_demand_AEO_2023_LOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_tot_demand_AEO_2023_reference.csv

  • File Type: Input

  • Description: Reference census division natural gas demand across all sectors, used in the calculation of natural gas demand curves

  • Indices: cendiv,t

  • Citation: [(AEO2023: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_tot_demand_AEO_2025_HOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_tot_demand_AEO_2025_LOG.csv

  • File Type: Input

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

  • Indices: cendiv,t

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• ng_tot_demand_AEO_2025_reference.csv

  • File Type: Input

  • Description: Reference census division natural gas demand across all sectors, used in the calculation of natural gas demand curves

  • Indices: cendiv,t

  • Citation: [(AEO2025: https://www.eia.gov/outlooks/aeo/)]

  • Units: Quads

---

• uranium_AEO_2023_reference.csv

---

• uranium_AEO_2025_reference.csv

---

geothermal

• geo_discovery_BAU.csv

---

• geo_discovery_factor_ATB_2023.csv

---

• geo_discovery_factor_reV.csv

---

• geo_discovery_TI.csv

---

• geo_rsc_ATB_2023.csv

---

growth_constraints

• gbin_min.csv

---

• growth_bin_size_mult.csv

---

• growth_limit_absolute.csv

  • Description: Maximum expected annual builds for wind, batteries, and UPV from 2024-2026 using observed record builds.

  • Units: MW/year

---

• growth_penalty.csv

---

hydro

• hyd_fom.csv

  • Description: Regional FOM costs for hydro

---

• hydcf_ba.h5

---

• hydcf_county.h5

---

• hydro_mingen.csv

---

• SeaCapAdj_hy.csv

---

load

• Adoption_Trajectories_Commercial.csv

---

• Adoption_Trajectories_Residential.csv

---

• Baseline_load_hourly.h5

---

• cangrowth.csv

  • Description: Canada load growth multiplier

---

• Clean2035_load_hourly.h5

---

• Clean2035_LTS_load_hourly.h5

---

• Clean2035clip1pct_load_hourly.h5

---

• Commercial_GHP_Delta.csv

---

• demand_AEO_2023_high.csv

---

• demand_AEO_2023_low.csv

---

• demand_AEO_2023_reference.csv

---

• demand_flat_2020_onward.csv

---

• EER_100by2050_load_hourly.h5

---

• EER_100by2050_v2023_load_hourly.h5

---

• EER_Baseline_AEO2022_v2023_load_hourly.h5

---

• EER_Baseline_AEO2023_load_hourly.h5

---

• EER_IRAlow_load_hourly.h5

---

• EER_IRAlow_v2023_load_hourly.h5

---

• EER_IRAmoderate_v2023_load_hourly.h5

---

• EPHIGH_load_hourly.h5

---

• EPMEDIUM_load_hourly.h5

---

• EPMEDIUMStretch2040_load_hourly.h5

---

• EPMEDIUMStretch2046_load_hourly.h5

---

• EPREFERENCE_load_hourly.h5

---

• historic_load_hourly.h5

---

• historic_post2015_load_hourly.h5

---

• mex_growth_rate.csv

  • Description: Mexico load growth multiplier

---

• Residential_GHP_Delta.csv

---

national_generation

• gen_mandate_tech_list.csv

---

• gen_mandate_trajectory.csv

---

• national_rps_frac_allScen.csv

---

plant_characteristics

• battery_ATB_2024_advanced.csv

  • Dollar year: 2021

---

• battery_ATB_2024_conservative.csv

  • Dollar year: 2021

---

• battery_ATB_2024_moderate.csv

  • Dollar year: 2021

---

• beccs_BVRE_2021_high.csv

---

• beccs_BVRE_2021_low.csv

---

• beccs_BVRE_2021_mid.csv

---

• beccs_lowcost.csv

---

• beccs_reference.csv

---

• biopower_ATB_2024_moderate.csv

---

• caes_reference.csv

  • Description: CAES costs for the reference cost scenario

---

• ccsflex_ATB_2020_cost.csv

---

• ccsflex_ATB_2020_perf.csv

---

• coal-ccs_ATB_2024_advanced.csv

---

• coal-ccs_ATB_2024_conservative.csv

---

• coal-ccs_ATB_2024_moderate.csv

---

• coal_ATB_2024_moderate.csv

---

• cost_opres_default.csv

---

• cost_opres_market.csv

---

• csp_ATB_2023_advanced.csv

---

• csp_ATB_2023_conservative.csv

---

• csp_ATB_2023_moderate.csv

---

• csp_ATB_2024_advanced.csv

---

• csp_ATB_2024_conservative.csv

---

• csp_ATB_2024_moderate.csv

---

• csp_SunShot2030.csv

  • Description: Csp costs from the SunShot2030 cost scenario

---

• dollaryear.csv

  • Description: Dollar year mapping for each plant cost scenario

---

• dr_shed_capcost_demo_data_IEF_January_2025.csv

---

• dr_shed_fom.csv

---

• dr_shed_vom.csv

---

• evmc_shape_Baseline.csv

---

• evmc_storage_Baseline.csv

---

• gas-ccs_ATB_2024_advanced.csv

---

• gas-ccs_ATB_2024_conservative.csv

---

• gas-ccs_ATB_2024_moderate.csv

---

• gas_ATB_2024_moderate.csv

---

• geo_ATB_2023_advanced.csv

---

• geo_ATB_2023_conservative.csv

---

• geo_ATB_2023_moderate.csv

---

• geo_ATB_2024_advanced.csv

---

• geo_ATB_2024_conservative.csv

---

• geo_ATB_2024_moderate.csv

---

• h2-combustion_ATB_2023.csv

---

• h2-combustion_ATB_2024.csv

  • Description: Hydrogen CT and CC plant costs generated in preprocessing from moderate case NREL ATB 2024 data

---

• heat_rate_adj.csv

  • Description: Heat rate adjustment multiplier by technology

---

• heat_rate_penalty_spin.csv

---

• hydro_ATB_2019_constant.csv

  • Description: Hydro costs from the 2019 ATB constant cost scenario

---

• hydro_ATB_2019_low.csv

  • Description: Hydro costs from the 2019 ATB low cost scenario

---

• hydro_ATB_2019_mid.csv

  • Description: Hydro costs from the 2019 ATB mid cost scenario

---

• ice_fom.csv

  • Description: Fixed O&M for ice storage

---

• maxage.csv

  • Description: Maximum age allowed for each technology

---

• maxdailycf.csv

  • Description: maximum daily capacity factor–dr_shed input supply curves are based on one 4-hour event per day

---

• min_retire_age.csv

  • Description: Minimum retirement age for given technology

---

• minCF.csv

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

---

• mingen_fixed.csv

---

• minloadfrac0.csv

  • Description: characteristics/minloadfrac0 database of minloadbed generator cs

---

• mttr.csv

---

• nuclear-smr_ATB_2024_advanced.csv

---

• nuclear-smr_ATB_2024_conservative.csv

---

• nuclear-smr_ATB_2024_moderate.csv

---

• nuclear_ATB_2024_advanced.csv

---

• nuclear_ATB_2024_conservative.csv

---

• nuclear_ATB_2024_moderate.csv

---

• 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

---

• ofs-wind_ATB_2023_moderate_noFloating.csv

---

• ofs-wind_ATB_2024_advanced.csv

  • File Type: Inputs file

  • Description: 2024 advanced ofs-wind capital, fixed O&M, var O&M costs and rsc_mult (SC cost reduction mult) by class and year

  • Dollar year: 2022

---

• ofs-wind_ATB_2024_conservative.csv

  • File Type: Inputs file

  • Description: 2024 conservative ofs-wind capital, fixed O&M, var O&M costs and rsc_mult (SC cost reduction mult) by class and year

  • Dollar year: 2022

---

• ofs-wind_ATB_2024_moderate.csv

  • File Type: Inputs file

  • Description: 2024 moderate ofs-wind capital, fixed O&M, var O&M costs and rsc_mult (SC cost reduction mult) by class and year

  • Dollar year: 2022

---

• ofs-wind_ATB_2024_moderate_noFloating.csv

  • File Type: Inputs file

  • Description: 2024 moderate_noFloating ofs-wind capital (5x floating capital cost), fixed O&M, var O&M costs and rsc_mult (SC cost reduction mult) by class and year

  • Dollar year: 2022

---

• ons-wind_ATB_2023_advanced.csv

---

• ons-wind_ATB_2023_conservative.csv

---

• ons-wind_ATB_2023_moderate.csv

---

• ons-wind_ATB_2024_advanced.csv

  • File Type: Inputs file

  • Description: Advanced cost and performance inputs from the 2024 Annual Technology Baseline for land-based wind

  • Dollar year: 2022

---

• ons-wind_ATB_2024_conservative.csv

  • File Type: Inputs file

  • Description: Conservative cost and performance inputs from the 2024 Annual Technology Baseline for land-based wind

  • Dollar year: 2022

---

• ons-wind_ATB_2024_moderate.csv

  • File Type: Inputs file

  • Description: Moderate cost and performance inputs from the 2024 Annual Technology Baseline for land-based wind

  • Dollar year: 2022

---

• other_plantchar.csv

---

• outage_forced_static.csv

  • File Type: Inputs file

  • Description: Forced outage rates by technology

---

• outage_forced_temperature_murphy2019.csv

---

• outage_scheduled_monthly.csv

---

• outage_scheduled_static.csv

  • Description: Scheduled outage rate by technology

---

• pvb_benchmark2020.csv

---

• ramprate.csv

  • Description: Generator ramp rates by technology

---

• startcost.csv

---

• unitsize_atb.csv

---

• upv_ATB_2023_advanced.csv

  • File Type: Inputs file

  • Description: 2023 advanced UPV capital, FOM and VOM costs, and capacity factor improvement multipliers by year

  • Dollar year: 2004

---

• upv_ATB_2023_conservative.csv

  • File Type: Inputs file

  • Description: 2023 conservative UPV capital, FOM and VOM costs, and capacity factor improvement multipliers by year

  • Dollar year: 2004

---

• upv_ATB_2023_moderate.csv

  • File Type: Inputs file

  • Description: 2023 moderate UPV capital, FOM and VOM costs, and capacity factor improvement multipliers by year

  • Dollar year: 2004

---

• upv_ATB_2024_advanced.csv

  • File Type: Inputs file

  • Description: 2024 advanced UPV capital, FOM and VOM costs, and capacity factor improvement multipliers by year

  • Dollar year: 2004

---

• upv_ATB_2024_conservative.csv

  • File Type: Inputs file

  • Description: 2024 conservative UPV capital, FOM and VOM costs, and capacity factor improvement multipliers by year

  • Dollar year: 2004

---

• upv_ATB_2024_moderate.csv

  • File Type: Inputs file

  • Description: 2024 moderate UPV capital, FOM and VOM costs, and capacity factor improvement multipliers by year

  • Dollar year: 2004

---

• years_until_endogenous.csv

---

reserves

• opres_periods.csv

---

• orperc.csv

---

• peak_net_imports.csv

---

• prm_annual.csv

  • Description: Annual planning reserve margin by NERC region

---

• ramptime.csv

---

sets

• aclike.csv

  • File Type: GAMS set

  • Description: set of AC transmission capacity types

---

• allt.csv

  • File Type: GAMS set

  • Description: set of all potential years

---

• bioclass.csv

  • File Type: GAMS set

  • Description: set of bio tech classes

---

• ccseason.csv

  • File Type: GAMS set

---

• ccsflex_cat.csv

  • File Type: GAMS set

  • Description: set of flexible ccs performance parameter categories

---

• climate_param.csv

  • File Type: GAMS set

  • Description: set of parameters defined in climate_heuristics_finalyear

---

• consumecat.csv

  • File Type: GAMS set

  • Description: set of categories for consuming facility characteristics

---

• csapr_cat.csv

  • File Type: GAMS set

  • Description: set of CSAPR regulation categories

---

• csapr_group.csv

  • File Type: GAMS set

  • Description: set of CSAPR trading groups

---

• ctt.csv

  • File Type: GAMS set

  • Description: set of cooling technology types

---

• e.csv

  • File Type: GAMS set

  • Description: set of emission categories used in model

---

• eall.csv

  • File Type: GAMS set

  • Description: set of emission categories used in reporting

---

• etype.csv

---

• f.csv

  • File Type: GAMS set

  • Description: set of fuel types

---

• flex_type.csv

  • File Type: GAMS set

  • Description: set of demand flexibility types

---

• fuel2tech.csv

  • File Type: GAMS set

  • Description: mapping between fuel types and generations

---

• fuelbin.csv

  • File Type: GAMS set

  • Description: set of gas usage brackets

---

• gb.csv

  • File Type: GAMS set

  • Description: set of gas price bins

---

• gbin.csv

  • File Type: GAMS set

  • Description: set of growth bins

---

• geotech.csv

  • File Type: GAMS set

  • Description: set of geothermal technology categories

---

• h2_st.csv

  • File Type: GAMS set

  • Description: defines investments needed to store and transport H2

---

• h2_stor.csv

  • File Type: GAMS set

  • Description: set of H2 storage options

---

• hintage_char.csv

  • File Type: GAMS set

  • Description: set of characteristics available in hintage_data

---

• i.csv

  • File Type: GAMS set

  • Description: set of technologies

---

• i_geotech.csv

  • File Type: GAMS set

  • Description: crosswalk between an individual geothermal technology and its category

---

• i_h2_ptc_gen.csv

  • File Type: GAMS set

  • Description: set of technologies which can produce energy for electrolyzers claiming the hydrogen production tax credit due to their low lifecycle carbon emissions

---

• i_p.csv

  • File Type: GAMS set

  • Description: mapping from technologies to the products they produce

---

• i_subtech.csv

  • File Type: GAMS set

  • Description: set of categories for subtechs

---

• i_water_nocooling.csv

  • File Type: GAMS set

  • Description: set of technologies that use water, but are not differentiated by cooling tech and water source

---

• lcclike.csv

  • File Type: GAMS set

  • Description: set of transmission capacity types where lines are bundled with AC/DC converters

---

• month.csv

  • File Type: GAMS set

---

• noretire.csv

  • File Type: GAMS set

  • Description: set of technologies that will never be retired

---

• notvsc.csv

  • File Type: GAMS set

  • Description: set of transmission capacity types that are not VSC

---

• ofstype.csv

  • File Type: GAMS set

  • Description: set of offshore types used in offshore requirement constraint (eq_RPS_OFSWind)

---

• ofstype_i.csv

  • File Type: GAMS set

  • Description: crosswalk between ofstype and i

---

• orcat.csv

  • File Type: GAMS set

  • Description: set of operating reserve categories

---

• ortype.csv

  • File Type: GAMS set

  • Description: set of types of operating reserve constraints

---

• p.csv

  • File Type: GAMS set

  • Description: set of products produced

---

• pcat.csv

  • File Type: GAMS set

  • Description: set of prescribed technology categories

---

• plantcat.csv

  • File Type: GAMS set

  • Description: set of categories for plant characteristics

---

• prepost.csv

  • File Type: GAMS set

---

• prescriptivelink0.csv

  • File Type: GAMS set

  • Description: initial set of prescribed categories and their technologies - used in assigning prescribed builds

---

• pvb_agg.csv

  • File Type: GAMS set

  • Description: crosswalk between hybrid pv+battery configurations and technology options

---

• pvb_config.csv

  • File Type: GAMS set

  • Description: set of hybrid pv+battery configurations

---

• quarter.csv

  • File Type: GAMS set

---

• resourceclass.csv

  • File Type: GAMS set

  • Description: set of renewable resource classes

---

• RPSCat.csv

  • File Type: GAMS set

  • Description: set of RPS constraint categories, including clean energy standards

---

• sc_cat.csv

  • File Type: GAMS set

  • Description: set of supply curve categories (capacity and cost)

---

• sdbin.csv

  • File Type: GAMS set

  • Description: set of storage durage bins

---

• sw.csv

  • File Type: GAMS set

  • Description: set of surface water types where access is based on consumption not withdrawal

---

• tg.csv

  • File Type: GAMS set

  • Description: set of technology groups

---

• tg_rsc_cspagg.csv

  • File Type: GAMS set

  • Description: set of csp technologies that belong to the same class

---

• tg_rsc_upvagg.csv

  • File Type: GAMS set

  • Description: set of pv and pvb technologies that belong to the same class

---

• trancap_fut_cat.csv

  • File Type: GAMS set

  • Description: set of categories of near-term transmission projects that describe the likelihood of being completed

---

• trtype.csv

  • File Type: GAMS set

  • Description: set of transmission capacity types

---

• unitspec_upgrades.csv

  • File Type: GAMS set

  • Description: set of upgraded technologies that get unit-specific characteristics

---

• upgrade_hintage_char.csv

  • File Type: GAMS set

  • Description: set to operate over in extension of hintage_data characteristics when sw_upgrades = 1

---

• 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

---

• wst_climate.csv

  • File Type: GAMS set

  • Description: set of water sources affected by climate change

---

• yearafter.csv

  • File Type: GAMS set

  • Description: set to loop over for the final year calculation

---

shapefiles

• ctus_cs_polygons_BVRE.csv

---

• ctus_r_cs_spurlines_200mi.csv

---

• r_rr_lines_to_25_nearest_neighbors.csv

---

• state_fips_codes.csv

  • Description: Mapping of states to FIPS codes and postcal code abbreviations

---

• US_CAN_MEX_PCA_polygons.csv

---

• US_transmission_endpoints_and_CAN_MEX_centroids.csv

---

WKT_csvs

• cendiv_WKT.csv

---

• country_WKT.csv

---

• customreg_WKT.csv

---

• interconnect_WKT.csv

---

• nerc_new_WKT.csv

---

• nerc_WKT.csv

---

• rto_WKT.csv

---

• st_WKT.csv

---

• transreg_WKT.csv

---

• usda_WKT.csv

---

state_policies

• acp_disallowed.csv

  • Description: List of states which do not allow alternative compliance payments in place of meeting RPS or CES requirements

---

• acp_prices.csv

---

• ces_fraction.csv

  • Description: Annual compliance for states with a CES policy

---

• forced_retirements.csv

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

---

• hydrofrac_policy.csv

---

• ng_crf_penalty_st.csv

  • File Type: Inputs

  • Description: Cost adjustment for NG techs in states where all NG techs must be retired by a certain year

  • Indices: allt,st

  • Dollar year: N/A

  • Citation: [(https://github.nrel.gov/ReEDS/ReEDS-2.0/pull/1220)]

  • Units: rate (unitless)

---

• nuclear_subsidies.csv

---

• offshore_req_default.csv

  • File Type: Inputs

  • Description: default state mandates of offshore wind capacity

  • Indices: st,allt

---

• oosfrac.csv

  • Description: Defines the fraction of renewable and clean energy credits can be purchased from out of state (oos). Applied for RPS and CES

---

• recstyle.csv

  • Description: Indication for how to apply state requirement (0 = end-use sales, 1 = bus-bar sales, 2 = generation). Default is 0.

---

• rectable.csv

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

---

• rps_fraction.csv

  • Description: Indicates what fraction of sales or generation (based on recstyle.csv) must be from renewable energy

---

• storage_mandates.csv

  • Description: Energy storage mandates by region

---

• techs_banned_ces.csv

  • Description: Indicates which technolgies are not eligible to contribute to CES

---

• techs_banned_imports_rps.csv

---

• techs_banned_rps.csv

  • Description: Indicates which technolgies are not eligible to contribute to RPS

---

• unbundled_limit_ces.csv

  • Description: Limit on fraction of credits towards CES which can be purchased unbundled from other states

---

• unbundled_limit_rps.csv

  • Description: Limit on fraction of credits towards RPS which can be purchased unbundled from other states

---

storage

• PSH_supply_curves_durations.csv

---

• storage_duration.csv

---

• storage_duration_pshdata.csv

---

• storinmaxfrac.csv

---

supply_curve

• bio_supplycurve.csv

  • Description: Regional biomass supply and costs by resource class

  • Dollar year: 2015

---

• csp_supply_curve-reference_ba.csv

  • Description: CSP supply curve using reference siting assumptions at the BA resolution

---

• csp_supply_curve-reference_county.csv

  • Description: CSP supply curve using reference siting assumptions at the county resolution

---

• dollaryear.csv

---

• dr_shed_cap.csv

---

• dr_shed_cost.csv

---

• egs_supply_curve-reference_ba.csv

---

• egs_supply_curve-reference_county.csv

---

• geo_supply_curve_site-reference.csv

---

• geohydro_supply_curve-reference_ba.csv

---

• geohydro_supply_curve-reference_county.csv

---

• hyd_add_upg_cap.csv

---

• hydcap.csv

---

• hydcost.csv

---

• PSH_supply_curves_capacity_10hr_ref_dec2022.csv

  • Description: PSH supply curve capacity assuming 10 hour duration and reference exclusions as used in 2023 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_10hr_ref_mar2024.csv

  • Description: PSH supply curve capacity assuming 10 hour duration and reference exclusions as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_10hr_wEphemeral_dec2022.csv

  • Description: PSH supply curve capacity assuming 10 hour duration and allowing sites on ephemeral streams as used in 2023 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_10hr_wEphemeral_mar2024.csv

  • Description: PSH supply curve capacity assuming 10 hour duration and allowing sites on ephemeral streams as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_10hr_wExist_mar2024.csv

  • Description: PSH supply curve capacity assuming 10 hour duration and allowing sites using existing reservoirs as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_10hr_wExist_wEph_mar2024.csv

  • Description: PSH supply curve capacity assuming 10 hour duration and allowing sites using existing reservoirs and on ephemeral streams as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_12hr_ref_dec2022.csv

  • Description: PSH supply curve capacity assuming 12 hour duration and reference exclusions as used in 2023 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_12hr_ref_mar2024.csv

  • Description: PSH supply curve capacity assuming 12 hour duration and reference exclusions as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_12hr_wEphemeral_dec2022.csv

  • Description: PSH supply curve capacity assuming 12 hour duration and allowing sites on ephemeral streams as used in 2023 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_12hr_wEphemeral_mar2024.csv

  • Description: PSH supply curve capacity assuming 12 hour duration and allowing sites on ephemeral streams as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_12hr_wExist_mar2024.csv

  • Description: PSH supply curve capacity assuming 12 hour duration and allowing sites using existing reservoirs as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_12hr_wExist_wEph_mar2024.csv

  • Description: PSH supply curve capacity assuming 12 hour duration and allowing sites using existing reservoirs and on ephemeral streams as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_8hr_ref_dec2022.csv

  • Description: PSH supply curve capacity assuming 8 hour duration and reference exclusions as used in 2023 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_8hr_ref_mar2024.csv

  • Description: PSH supply curve capacity assuming 8 hour duration and reference exclusions as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_8hr_wEphemeral_dec2022.csv

  • Description: PSH supply curve capacity assuming 8 hour duration and allowing sites on ephemeral streams as used in 2023 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_8hr_wEphemeral_mar2024.csv

  • Description: PSH supply curve capacity assuming 8 hour duration and allowing sites on ephemeral streams as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_8hr_wExist_mar2024.csv

  • Description: PSH supply curve capacity assuming 8 hour duration and allowing sites using existing reservoirs as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_capacity_8hr_wExist_wEph_mar2024.csv

  • Description: PSH supply curve capacity assuming 8 hour duration and allowing sites using existing reservoirs and on ephemeral streams as used in 2024 Annual Technology Baseline

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_10hr_ref_dec2022.csv

  • Description: PSH supply curve cost assuming 10 hour duration and reference exclusions as used in 2023 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_10hr_ref_mar2024.csv

  • Description: PSH supply curve cost assuming 10 hour duration and reference exclusions as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_10hr_wEphemeral_dec2022.csv

  • Description: PSH supply curve cost assuming 10 hour duration and allowing sites on ephemeral streams as used in 2023 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_10hr_wEphemeral_mar2024.csv

  • Description: PSH supply curve cost assuming 10 hour duration and allowing sites on ephemeral streams as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_10hr_wExist_mar2024.csv

  • Description: PSH supply curve cost assuming 10 hour duration and allowing sites using existing reservoirs as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_10hr_wExist_wEph_mar2024.csv

  • Description: PSH supply curve cost assuming 10 hour duration and allowing sites using existing reservoirs and on ephemeral streams as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_12hr_ref_dec2022.csv

  • Description: PSH supply curve cost assuming 12 hour duration and reference exclusions as used in 2023 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_12hr_ref_mar2024.csv

  • Description: PSH supply curve cost assuming 12 hour duration and reference exclusions as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_12hr_wEphemeral_dec2022.csv

  • Description: PSH supply curve cost assuming 12 hour duration and allowing sites on ephemeral streams as used in 2023 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_12hr_wEphemeral_mar2024.csv

  • Description: PSH supply curve cost assuming 12 hour duration and allowing sites on ephemeral streams as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_12hr_wExist_mar2024.csv

  • Description: PSH supply curve cost assuming 12 hour duration and allowing sites using existing reservoirs as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_12hr_wExist_wEph_mar2024.csv

  • Description: PSH supply curve cost assuming 12 hour duration and allowing sites using existing reservoirs and on ephemeral streams as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_8hr_ref_dec2022.csv

  • Description: PSH supply curve cost assuming 8 hour duration and reference exclusions as used in 2023 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_8hr_ref_mar2024.csv

  • Description: PSH supply curve cost assuming 8 hour duration and reference exclusions as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_8hr_wEphemeral_dec2022.csv

  • Description: PSH supply curve cost assuming 8 hour duration and allowing sites on ephemeral streams as used in 2023 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_8hr_wEphemeral_mar2024.csv

  • Description: PSH supply curve cost assuming 8 hour duration and allowing sites on ephemeral streams as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_8hr_wExist_mar2024.csv

  • Description: PSH supply curve cost assuming 8 hour duration and allowing sites using existing reservoirs as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• PSH_supply_curves_cost_8hr_wExist_wEph_mar2024.csv

  • Description: PSH supply curve cost assuming 8 hour duration and allowing sites using existing reservoirs and on ephemeral streams as used in 2024 Annual Technology Baseline

  • Dollar year: 2004

  • Citation: [(https://www.nrel.gov/gis/psh-supply-curves.html)]

---

• rev_paths.csv

---

• sitemap.csv

---

• sitemap_offshore.csv

---

• spurline_cost.csv

---

• trans_intra_cost_adder.csv

---

• upv_supply_curve-limited_ba.csv

  • Description: UPV supply curve using limited siting assumptions at the BA resolution

---

• upv_supply_curve-limited_county.csv

  • Description: UPV supply curve using limited siting assumptions at the county resolution

---

• upv_supply_curve-open_ba.csv

  • Description: UPV supply curve using open siting assumptions at the BA resolution

---

• upv_supply_curve-open_county.csv

  • Description: UPV supply curve using open siting assumptions at the county resolution

---

• upv_supply_curve-reference_ba.csv

  • Description: UPV supply curve using reference siting assumptions at the BA resolution

---

• upv_supply_curve-reference_county.csv

  • Description: UPV supply curve using reference siting assumptions at the county resolution

---

• wind-ofs_supply_curve-limited_ba.csv

  • Description: wind-ofs supply curve using limited siting assumptions at the BA resolution

---

• wind-ofs_supply_curve-limited_county.csv

  • Description: wind-ofs supply curve using limited siting assumptions at the county resolution

---

• wind-ofs_supply_curve-open_ba.csv

  • Description: wind-ofs supply curve using open siting assumptions at the BA resolution

---

• wind-ofs_supply_curve-open_county.csv

  • Description: wind-ofs supply curve using open siting assumptions at the county resolution

---

• wind-ofs_supply_curve-reference_ba.csv

---

• wind-ofs_supply_curve-reference_county.csv

---

• wind-ons_supply_curve-limited_ba.csv

  • Description: wind-ons supply curve using limited siting assumptions at the BA resolution

---

• wind-ons_supply_curve-limited_county.csv

  • Description: wind-ons supply curve using limited siting assumptions at the county resolution

---

• wind-ons_supply_curve-open_ba.csv

  • Description: wind-ons supply curve using open siting assumptions at the BA resolution

---

• wind-ons_supply_curve-open_county.csv

  • Description: wind-ons supply curve using open siting assumptions at the county resolution

---

• wind-ons_supply_curve-reference_ba.csv

  • Description: wind-ons supply curve using reference siting assumptions at the BA resolution

---

• wind-ons_supply_curve-reference_county.csv

  • Description: wind-ons supply curve using reference siting assumptions at the county resolution

---

techs

• tech_resourceclass.csv

---

• techs_default.csv

  • Description: List of technologies to be used in the model

---

• techs_subsetForTesting.csv

  • Description: Short list of technologies for testin

---

transmission

• cost_hurdle_country.csv

  • File Type: GAMS set

  • Description: Cost for transmission hurdle rate by country

  • Indices: country

  • Dollar year: 2004

---

• cost_hurdle_intra.csv

---

• 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

---

• transmission_capacity_future_ba_baseline.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the baseline case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_ba_default.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the default case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_ba_LCC_all.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the LCC_all case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_ba_LCC_SeamsD2b.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the LCC_SeamsD2B case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_ba_LCC_SeamsD3_certain.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the LCC_SeamsD3_certain case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_ba_LCC_SeamsD3_possible.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the LCC_SeamsD3_possible case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_ba_LCC_SeamsD3_possible_unconstrained.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the LCC_SeamsD3_possible_unconstrained case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_ba_VSC_all.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the VSC_all_case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_future_county_baseline.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the baseline case at county resolution

  • Indices: r,rr

---

• transmission_capacity_future_county_default.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the default case at county resolution

  • Indices: r,rr

---

• transmission_capacity_future_LCC_1000miles_demand1_wind1_subferc_20230629.csv

  • File Type: inputs

  • Description: Future transmission capacity additions for the LCC_1000miles_demand1_wind1_subferc_20230629 case at BA resolution

  • Indices: r,rr

---

• transmission_capacity_init_AC_ba_NARIS2024.csv

  • Description: Initial AC transmission capacity from the NARIS 2024 system at the BA resolution - ‘NARIS2024’ is a better starting point for future-oriented studies, but it becomes increasingly inaccurate for years earlier than 2024

---

• transmission_capacity_init_AC_ba_REFS2009.csv

  • Description: Initial AC transmission capacity from the 2009 transmission system for ReEDS at the BA resolution - ‘REFS2009’ does not inclue direction-dependent capacities or differentiated capacities for energy and PRM trading but it better represents historical additions between 2010-2024

---

• transmission_capacity_init_AC_county_NARIS2024.csv

  • Description: Initial AC transmission capacity from the NARIS 2024 system at the county resolution

---

• transmission_capacity_init_AC_transgrp_NARIS2024.csv

  • Description: Initial AC transmission capacity from the NARIS 2024 system at the transgrp resolution

---

• transmission_capacity_init_nonAC_ba.csv

  • Description: Initial non-AC transmission capacity at the BA resolution

---

• transmission_capacity_init_nonAC_county.csv

  • Description: Initial non-AC transmission capacity at the county resolution

---

• transmission_distance_cost_500kVac_ba.csv

  • Description: Transmission distance and costs for 500 kV AC at BA resolution

---

• transmission_distance_cost_500kVac_county.csv

  • Description: Transmission distance and costs for 500 kV AC at county resolution

---

• transmission_distance_cost_500kVdc_ba.csv

  • Description: Transmission distance and costs for 500 kV DC at BA resolution

---

• transmission_distance_cost_500kVdc_county.csv

  • Description: Transmission distance and costs for 500 kV DC at county resolution

---

upgrades

• i_coolingtech_watersource_upgrades.csv

  • File Type: Inputs

  • Description: List of cooling technologies for water sources that can be upgraded.

  • Indices: i

  • Dollar year: N/A

  • Citation: [(N/A)]

---

• 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_costs_ccs_coal.csv

---

• upgrade_costs_ccs_gas.csv

---

• 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

  • Indices: i

  • Dollar year: N/A

  • Citation: [(N/A)]

---

userinput

• futurefiles.csv

---

• ivt_default.csv

---

• ivt_small.csv

---

• 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

---

• windows_default.csv

  • Description: Window size for using window solve method

---

• windows_step10.csv

  • Description: Window size for beyond2050step10

---

• windows_step5.csv

  • Description: Window size for beyond2050step5

---

valuestreams

• var_map.csv

---

variability

• ccseason_dates.csv

---

• month2quarter.csv

---

• period_szn_user.csv

---

• reeds_region_tz_map.csv

---

• stressperiods_user.csv

---

multi_year

• csp-none_ba.h5

  • Description: Concentrated Solar Power resource supply curve. Data is a capacity factor i.e. a fraction.

---

• distpv-reference_ba.h5

  • File Type: Resource supply curve

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

  • Indices: r,t

  • Dollar year: N/A

  • Citation: [(N/A)]

---

• temperature_celsius-ba.h5

---

• 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-reference_ba.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-reference_ba.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-ofs-reference_ba.h5

---

• 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)]

---

waterclimate

• cost_cap_mult.csv

---

• cost_vom_mult.csv

---

• heat_rate_mult.csv

---

• i_coolingtech_watersource.csv

---

• i_coolingtech_watersource_link.csv

---

• tg_rsc_cspagg_tmp.csv

---

• unapp_water_sea_distr.csv

---

• wat_access_cap_cost.csv

---

• water_req_psh_10h_1_51.csv

---

• water_with_cons_rate.csv

---

postprocessing

• example.csv

---

air_quality

• scenarios.csv

---

rcm_data

• counties_ACS_high_stack_2017.csv

---

• counties_H6C_high_stack_2017.csv

---

• states_ACS_high_stack_2017.csv

---

• states_H6C_high_stack_2017.csv

---

bokehpivot

• reeds_scenarios.csv

  • Description: Example data for ReEDS scenarios, each scenario with a custom style

---

in

• example_custom_styles.csv

  • Description: Examples of custom styles used for bokehpivot

---

• example_data_US_electric_power_generation.csv

  • Description: Example data for US electric power generation

---

• gis_centroid_rb.csv

---

• gis_nercr.csv

---

• gis_nercr_new.csv

---

• gis_rb.csv

---

• gis_rs.csv

---

• gis_rto.csv

---

• gis_st.csv

---

• state_code.csv

  • Description: Abbreviation and code for each state

---

reeds2

• class_map.csv

  • Description: Class mapping for bokehpivot postprocessing

---

• class_style.csv

  • Description: Custom styles for classes in bokehpivot

---

• con_adj_map.csv

---

• con_adj_style.csv

---

• cost_cat_map.csv

---

• cost_cat_style.csv

---

• ctt_map.csv

---

• ctt_style.csv

---

• hours.csv

  • Description: Hours for each of the 17 timeslices

---

• m_bar_width.csv

---

• m_map.csv

---

• m_style.csv

---

• process_style.csv

---

• tech_ctt_wst.csv

---

• tech_map.csv

---

• tech_style.csv

  • Description: Custom colors for each technology used by bokehpivot

---

• trtype_map.csv

---

• trtype_style.csv

---

• wst_map.csv

---

• wst_style.csv

---

combine_runs

• combinefiles.csv

---

• runlist.csv

---

land_use

inputs

• federal_land_categories.csv

---

• field_definitions.csv

---

• nlcd_categories.csv

---

• nlcd_combined_categories.csv

---

• usgs_categories.csv

---

• usgs_combined_categories.csv

---

plots

• scghg_annual.csv

---

• transmission-interface-coords.csv

---

retail_rate_module

• capital_financing_assumptions.csv

---

• df_f861_contiguous.csv

---

• df_f861_state.csv

---

• inputs.csv

---

• inputs_default.csv

---

• load_by_state_eia.csv

  • Description: End use load by state since 1960

---

• map_i_to_tech.csv

  • Description: Maps i to tech with custom coloring for each

---

calc_historical_capex

• cap_cost_mult_for_historical.csv

---

• cost_cap_for_historical.csv

---

• df_capex_init.csv

---

• geo_cap_cost_for_historical.csv

---

• regions_for_historical.csv

---

• rsc_dat_for_historical.csv

---

inputs

• Electric O & M Expenses-IOU-1993-2019.csv

---

• Electric Operating Revenues-IOU-1993-2019.csv

---

• Electric Plant in Service-IOU-1993-2019.csv

---

• f861_cust_counts.csv

---

• overwrite-utility-energy_sales.csv

---

• rsmap.csv

  • Description: Mapping for BAs to resource regions

  • Indices: r,rs

---

• state-meanbiaserror_rate-aggregation.csv

---

• Table_9.8_Average_Retail_Prices_of_Electricity.xlsx

  • Description: Historical EIA861 rates (annual and monthly)

---

reValue

• scenarios.csv

---

tableau

• tables_to_aggregate.csv

---

preprocessing

atb_updates_processing

input_files

• batt_plant_char_format.csv

---

• conv_plant_char_format.csv

---

• csp_plant_char_format.csv

---

• geo_fom_plant_char_format.csv

---

• h2-combustion_plant_char_format.csv

  • Description: Plant characteristics for which the H2-CC and CT ATB estimates are made using Gas-CC and CT data in preprocessing

---

• ofs-wind_plant_char_format.csv

---

• ofs-wind_rsc_mult_plant_char_format.csv

---

• ons-wind_plant_char_format.csv

---

• upv_plant_char_format.csv

---

reeds2pras

test

reeds_cases

Pacific

####### inputs_case

• hydcf.csv

---

• outage_forced_hourly.h5

---

• outage_forced_static.csv

---

• outage_scheduled_hourly.h5

---

• outage_scheduled_static.csv

---

• resources.csv

---

• tech-subset-table.csv

---

• unitdata.csv

---

• unitsize.csv

---

• upgrade_link.csv

---

####### ReEDS_Augur

####### augur_data

• cap_converter_2032.csv

---

• energy_cap_2032.csv

---

• max_cap_2032.csv

---

• pras_load_2032.h5

---

• pras_vre_gen_2032.h5

---

• tran_cap_2032.csv

---

USA_VSC_2035

• cases_USA_VSC_2035.csv

---

• meta.csv

---

####### inputs_case

• forcedoutage_hourly.h5

---

• hydcf.csv

---

• outage_forced_static.csv

---

• resources.csv

---

• tech-subset-table.csv

---

• unitdata.csv

---

• unitsize.csv

---

• upgrade_link.csv

---

####### ReEDS_Augur

####### augur_data

• cap_converter_2035.csv

---

• energy_cap_2035.csv

---

• max_cap_2035.csv

---

• pras_load_2035.h5

---

• pras_vre_gen_2035.h5

---

• tran_cap_2035.csv

---

ReEDS_Augur

• augur_switches.csv

---

tests

data

county

• csp.h5

---

• distpv.h5

---

• upv.h5

---

• wind-ofs.h5

---

• wind-ons.h5

---