diff --git a/cases.csv b/cases.csv index 02c1b34db..c7dd12009 100644 --- a/cases.csv +++ b/cases.csv @@ -38,7 +38,7 @@ geohydrosupplycurve,Geohydro Supply Curve,ATB_2023,ATB_2023, egssupplycurve,EGS Supply Curve,ATB_2023; reV,reV, egsnearfieldsupplycurve,EGS (near field) Supply Curve,ATB_2023,ATB_2023, ngscen,Natural gas price inputs (see inputs\fuelprices),N/A,AEO_2026_baseline, -pshsupplycurve,PSH Supply Curve,(8|10|12)hr_(ref|wEphemeral|wExist|wEph|wExist_wEph)_(apr2025|mar2024),12hr_ref_apr2025, +pshsupplycurve,PSH Supply Curve,(8|10|12)hr_(limited|reference|open),8hr_reference, pvbscen,PVB cost-sharing scenario,benchmark2020,benchmark2020, dacscen,Electrical DAC cost and performance inputs (see inputs/consume/[dacscen].csv starting with 'dac_elec_').,BVRE_2021_(high|mid|low),BVRE_2021_mid, h2combustionfuelscen,H2-CT/CC Fuel Price Scenarios (only used if endogenous H2 production is turned off),10; reference; 30,reference, @@ -64,12 +64,13 @@ techs_suffix,File suffix for master list of technologies,default; subsetForTesti dollar_year,DO NOT CHANGE FROM 2004 UNTIL ALL FINANCIAL INPUTS HAVE DOLLAR YEAR ADJUSTMENT - Real dollar year for model to calculate and report,2004,2004, sys_eval_years,Number of years that the model evaluates investments on,int,30, numhintage,"number of hintage bins. Enter 'unit' for unit level bins. Enter 'group' to group by unique technology, region, and heatrate combinations",int,6, -numbins_windons,Number of interconnection supply curve bins for onshore wind; options are 5 and 1300 (for individual sites lite),int,10, +numbins_windons,Number of interconnection supply curve bins for onshore wind,int,10, numbins_windofs,Number of interconnection supply curve bins for offshore wind; options are 5 and 1300 (for individual sites lite),int,5, -numbins_upv,Number of interconnection supply curve bins for upv; options are 20 and 1300 (for individual sites lite),int,40, +numbins_upv,Number of interconnection supply curve bins for upv,int,40, numbins_csp,Number of interconnection supply curve bins for csp,int,5, numbins_geohydro_allkm,Number of interconnection supply curve bins for hydrothermal geothermal,int,10, numbins_egs_allkm,Number of interconnection supply curve bins for deep enhanced geothermal,int,10, +numbins_psh, Number of interconnection supply curve bins for pumped storage hydropower,int,15, mindev,minimum deviation for a hintage to qualify for a new bin,int,50, unitdata,"Unit Database: ""EIA-NEMS"" for NEMS",EIA-NEMS,EIA-NEMS, marg_vre_mw,MW for marginal VRE curt/cc calcs,N/A,1000, @@ -322,6 +323,7 @@ GSw_StateRPS_Carveouts,Turn wind and solar carveouts off/on,0;1,0, GSw_StateCO2ImportLevel,Hierarchy level within which to calculate CO2 emissions rate [metric ton/MWh] for state CO2 caps,r; nercr; transreg; cendiv; st; interconnect; country; usda_region,interconnect, GSw_Storage,0=ban storage; 1=use all standalone storage techs,0; 1,1, GSw_StorageBinPenalty,Turn on/off the storage bin penalty for the PRM method (when on results in better firm capacity outputs),0; 1,1, +GSw_TechCostAdjust,"Fractional adjustments to overnight capital costs by technology group and year (inputs/plant_characteristics/tech_cost_adjustments_{GSw_TechCostAdjust}.csv). Groups are column names in inputs/tech-subset-table.csv; 'none' applies no adjustment",none; ATB_2025,none, GSw_TCPhaseout,Switch for whether tax credit Phaseout is enabled (0=no; 1=yes),0; 1,1, GSw_TCPhaseout_forceyear,(0=off by default) Indicate a year in which to force the start of the tax credit phaseout,N/A,2032, GSw_TCPhaseout_ref_year,The reference year used to determine whether the trigger for the tax credit phaseout threshold has been hit (with 100by),N/A,2022, diff --git a/helpers/runstatus.py b/helpers/runstatus.py index 88bc28056..8145b4bcd 100644 --- a/helpers/runstatus.py +++ b/helpers/runstatus.py @@ -137,7 +137,7 @@ def get_run_status(reeds_path, batch_name): mem_eff = result['Memory Efficiency'].split('%')[0] msg = f"{duration:>10} | {cpu_eff:>5}% CPU | {mem_eff:>5}% memory ({mem_use})" if include_finished: - print(f"{case:<{longest}}: {msg}") + print(f"{case:<{longest+1}}: {msg}") else: ### Get last .lst file lstfiles = sorted(glob(os.path.join(fullcase,'lstfiles','*'))) diff --git a/inputs/storage/PSH_supply_curves_durations.csv b/inputs/storage/PSH_supply_curves_durations.csv index 72e065f2d..d806def89 100644 --- a/inputs/storage/PSH_supply_curves_durations.csv +++ b/inputs/storage/PSH_supply_curves_durations.csv @@ -1,25 +1,10 @@ pshsupplycurve,duration -8hr_ref_mar2024,8 -8hr_wEphemeral_mar2024,8 -10hr_ref_mar2024,10 -10hr_wEphemeral_mar2024,10 -12hr_ref_mar2024,12 -12hr_wEphemeral_mar2024,12 -8hr_wExist_mar2024,8 -8hr_wExist_wEph_mar2024,8 -10hr_wExist_mar2024,10 -10hr_wExist_wEph_mar2024,10 -12hr_wExist_mar2024,12 -12hr_wExist_wEph_mar2024,12 -8hr_ref_apr2025,8 -8hr_wEph_apr2025,8 -10hr_ref_apr2025,10 -10hr_wEph_apr2025,10 -12hr_ref_apr2025,12 -12hr_wEph_apr2025,12 -8hr_wExist_apr2025,8 -8hr_wExist_wEph_apr2025,8 -10hr_wExist_apr2025,10 -10hr_wExist_wEph_apr2025,10 -12hr_wExist_apr2025,12 -12hr_wExist_wEph_apr2025,12 +8hr_limited,8 +8hr_reference,8 +8hr_open,8 +10hr_limited,10 +10hr_reference,10 +10hr_open,10 +12hr_limited,12 +12hr_reference,12 +12hr_open,12 diff --git a/inputs/storage/README.md b/inputs/storage/README.md index 2c44aaa5e..c34d918bd 100644 --- a/inputs/storage/README.md +++ b/inputs/storage/README.md @@ -2,6 +2,6 @@ - `cap_existing_psh.csv`: County-wide PSH operational capacity [MW/MWh], pump capacity, and max energy, based on plant-level data from [https://www.hydropower.org/hydropower-pumped-storage-tool](https://www.hydropower.org/hydropower-pumped-storage-tool) -- `PSH_supply_curves_durations.csv`: +- `PSH_supply_curves_durations.csv`: PSH storage duration corresponding to each PSH supply curve, used to define the storage duration of new PSH capacity as well as existing PSH capacity if not explicitly defined. - `storage_duration.csv`: diff --git a/inputs/supply_curve/PSH_supply_curves_capacity_10hr_ref_apr2025.csv b/inputs/supply_curve/PSH_supply_curves_capacity_10hr_ref_apr2025.csv deleted file mode 100644 index 2a5654dd8..000000000 --- a/inputs/supply_curve/PSH_supply_curves_capacity_10hr_ref_apr2025.csv +++ /dev/null @@ -1,60 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,3200.32,1941.07,1976.89,2662.78,914.05,2423.78,2253.97,2380.28,1757.66,2334.87,1031.77,2840.47,1962.39,1971.42,2300.28 -p2,8648.32,6154.25,7220.81,7532.97,6910.47,7217.14,6170.41,7723.06,7375.85,6862.36,6662,7366.11,7151.39,7139.94,7079.76 -p3,12851.98,13675.58,12230.06,13485.19,12941.99,12489.99,13057.06,12759.49,12693.86,12932.69,13068.6,12507.56,12564.46,13354.32,12884.74 -p4,4584.51,3854.29,3621.41,4313.89,3462.37,4042.05,4714.84,3878.16,4080.53,4127.9,4155.49,3966.42,3998.41,4138.04,4130.34 -p5,26550.01,26883.83,25500.01,25071.27,24900.94,26309.46,25362.91,25399.32,25821.38,25115.33,25494.56,25566.66,25586.05,25553.37,25762.77 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a/inputs/supply_curve/PSH_supply_curves_capacity_12hr_wEph_apr2025.csv b/inputs/supply_curve/PSH_supply_curves_capacity_12hr_wEph_apr2025.csv deleted file mode 100644 index bb9afd40b..000000000 --- a/inputs/supply_curve/PSH_supply_curves_capacity_12hr_wEph_apr2025.csv +++ /dev/null @@ -1,60 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,3166.06,1215.53,977.56,2217.18,1649.5,2047.89,1461.29,1475.22,1303.95,2126.19,1647.21,1223.28,1708.79,1756.47,1779.11 -p2,7202.71,5411.19,7432.53,6005.04,6940.34,6154.54,5380.94,7077.64,6058.48,6984.14,5752.58,6983.18,6290.64,5903.94,6916.04 -p3,12010.7,9795.48,10771.87,10163.61,10903.34,10378.14,9809.85,11037.5,9902.1,10705.26,10305.58,10890.64,10488.39,10338.04,10537.07 -p4,3233.54,4205.77,3524.16,3045.36,3799.41,3670.33,3445.93,3241.99,3662.71,3584.43,4037.83,3058.54,3940.63,2544.08,4475.68 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-p119,718.31,1172.56,0,1733.82,0,1765.36,0,1452.06,550.54,964.49,823.22,664.09,0,1072.43,1509.27 -p120,1384.36,0,0,0,0,0,0,0,0,0,0,0,0,0,1038 -p121,1346.01,0,0,0,0,0,0,0,0,0,0,0,0,0,618.13 -p122,4408.09,2979.24,3089.64,2251.13,2724.37,2805.32,3220.78,2654.46,3033.76,1932.09,3780.23,2637.26,2821.02,3069.44,2786.61 -p127,5352.32,3913.53,5328.23,4470.67,4721.57,4489.31,4292.76,4065.27,5336.68,4395.87,4623.21,4222.37,4800.07,4663.32,4575.27 -p129,1609.86,0,972.68,672.3,783.64,632.7,1090.1,714.99,670.67,662.95,1090.85,645.55,0,1499.1,851.02 -p130,4181.15,2300.04,2903.54,3131.44,2840.74,2860.73,2836.38,1811.41,3763.58,2545.18,3135.87,2408.3,2713.12,2774.69,3431.64 -p134,2959.05,2793.63,1986.93,2575.61,1514.03,3019.59,1528.48,1772.33,2311.45,2415.9,2604.79,2118.54,2501.93,2027.93,2532.27 diff --git a/inputs/supply_curve/PSH_supply_curves_capacity_8hr_wExist_apr2025.csv b/inputs/supply_curve/PSH_supply_curves_capacity_8hr_wExist_apr2025.csv deleted file mode 100644 index 5c00c5df9..000000000 --- a/inputs/supply_curve/PSH_supply_curves_capacity_8hr_wExist_apr2025.csv +++ /dev/null @@ -1,62 +0,0 @@ -"r","pshclass1","pshclass2","pshclass3","pshclass4","pshclass5","pshclass6","pshclass7","pshclass8","pshclass9","pshclass10","pshclass11","pshclass12","pshclass13","pshclass14","pshclass15" -"p1",2715.81,2445.28,2267.8,3356.49,2483.36,2185.23,3082.98,2393.86,2376.12,1435.74,3483.41,2633.76,2131.06,2609.25,2933.19 -"p2",9009.12,9805.44,8319.05,9119.01,9751.64,7949.69,9631.87,9330.76,7575.02,10025.68,8811.74,9477.03,8675.05,9232.85,9066.57 -"p3",15428.84,16306.65,15820.86,16689.83,15267.09,15925.99,16477.77,15972.11,14922.01,16475.65,16056.89,15389.28,16566.47,15893.92,16191.28 -"p4",4891.94,4894.24,3800.04,5246.16,4145.11,3714.85,4765.01,5037.33,4488.54,4888.11,4074.75,5030.06,4303.79,4367.94,5019.24 -"p5",34031.92,31156.97,29985.57,31684.22,30193.72,31961.76,30042.46,31817.46,30666.76,31064.87,29959.5,32315.07,30582.27,30834.05,31732.72 -"p6",17620.71,12769.39,16340.58,14544.63,13942.81,15747.88,15106.69,14241.83,14925.92,13660.93,16186.49,14572.7,14691.38,14605.03,15200.54 -"p7",48677.59,46006.55,47863.92,46759.63,46773.39,47463.34,47117.54,47041.46,46944.72,46507.88,47472.83,46544.45,47438.02,46502.31,47577.08 -"p8",25987.99,24098.29,25371.69,24309.15,24840.42,25493.91,25250.4,23888.4,26057.75,24286.88,25334.24,24600.36,24966.12,24726.97,25573.77 -"p9",38728.63,35516.08,35126.48,35422.31,35991.08,35280.56,35612.7,35287.19,35372.49,36220.24,35932.61,35409.64,35675.2,35487.05,35695.01 -"p10",44387.36,44183.42,43633.81,43768.64,44008.7,42853.41,44752.52,43726.87,43195.43,43689.54,44356.92,43333.04,44098.96,43597.28,44072.47 -"p11",3880.97,2496.37,2755.88,3708.05,2619.02,2175.6,4176.42,2645.99,2749.75,2936.01,2453.49,3239.01,3307.22,2408.07,3388.74 -"p12",183803.24,182868.93,183461.92,182957.4,182938.05,183509.18,182943.53,183404.98,182921.63,182448.47,182718.36,183748.89,183272.25,183031.81,183362.44 -"p13",8854.72,6688.24,7922.21,8062.27,7030.9,7583.34,8064.73,7891.97,7829.93,7247.84,7427.96,8247.35,7632.45,7699.47,7728.09 -"p14",14212.66,13113.82,13475.77,13284.86,14048.63,12932.5,13310.61,12845.77,13454.96,13525.24,13361.01,13387.41,13017.49,13255.74,13830.37 -"p15",119453.64,119677.67,119141.86,119111.68,119248.8,118450.77,119129.34,119116.85,119648.18,119022.26,118887.23,118928.07,119557.3,119171.88,119142.74 -"p16",48923.56,49355.05,47586.18,47871.5,49050,48122.33,48116.87,48531.81,48562.29,47452.01,48565.13,48737.99,48026.33,48286.15,48718.55 -"p17",85176.28,83390.15,84522.63,83531.98,83542.45,84704.65,84026.71,83582.85,84213.64,83835.75,83929.55,83938.64,83244.74,84005.23,84487.09 -"p18",92042.35,90239.05,91879.76,91879.76,90239.05,91879.76,90239.05,91879.76,90239.05,91879.76,91348.92,90364.51,92062.01,90624.22,91818.22 -"p20",2892.3,2442.43,2561.31,2551.16,1357.8,3255.78,1714.79,2230.66,2346.4,2592.77,2274.31,1816.76,2777.72,2307.81,2466.19 -"p21",59692.43,59467.48,59795.78,60298.98,59715.62,58684.36,59450.1,60385.5,59434.31,59439.22,59892.28,59099.04,59614.6,59473.95,60362.34 -"p22",11314.09,10946.11,11151.14,10525.67,11049.79,10897.71,10727.59,11212.99,10201.38,10802.8,11240.97,10778.17,11240.11,10334.51,11374.79 -"p23",1886.58,926.85,1176.05,913.71,1574.46,1267.22,872.89,1615.17,1332.94,942.06,1349.27,656.83,1717.8,693.61,1926.06 -"p24",12774.34,13090.26,12208.96,11794.15,11804.61,11861.79,12462.62,12095.32,12642,11979.14,11612.39,12402.15,11404.52,13113.02,12407.69 -"p25",186554.35,187249.97,186150.35,186576.28,187055.95,186506.73,186029.71,186797.23,187072.11,185798.09,187099.69,186313.43,187130.76,186572.82,186636.43 -"p26",44223.79,43045.88,43600.87,42812.01,43673.66,43066.72,43604.42,43616.4,42621.08,43293.72,43267.19,42912.09,43490.8,43528.81,43658.34 -"p27",38640.72,37658.02,38113.36,36975.07,37747.12,38917.58,38234.07,37190.3,38478.1,37696.02,38507.7,37568.86,37767.29,38437.93,37954.78 -"p28",43429.19,42115.38,42896.99,42815.52,41245.63,43239.6,42621.96,42931.23,42661.67,41656.25,42918.21,42746.63,42459.13,42512.08,43132.8 -"p29",11082.44,9353.65,10036.07,10900.1,8766.42,10712.97,9980.06,9798.98,9854.04,10261.34,10628.48,10046.66,10079.42,9479.7,10729 -"p30",1316.21,0,0,0,916.32,0,0,0,0,1020.47,0,0,714.07,0,474.36 -"p31",32451.7,32035.98,31047.61,32201.66,30496.26,33022.08,31888.33,31021.6,31487.46,32697.09,30718.37,32647.7,31462.17,31211.27,32579.02 -"p32",793.06,0,0,0,0,917.69,0,0,0,0,944.9,0,0,0,683.41 -"p33",48418.85,45572.88,48303.26,46537.53,47888.31,46572.17,47056.61,47397.01,46322.94,46784.01,47809.06,46947.02,46833.7,47181.87,47245.72 -"p34",36614.71,36505.64,36202.25,37434.25,35953.13,36866.22,36167.67,36605.38,35865.04,37107.21,36008.12,36462.23,37166.89,36126.54,36801.96 -"p38",0,0,0,0,0,0,0,612.36,0,0,0,0,0,0,0 -"p47",1089.65,0,0,0,0,0,0,0,0,0,0,0,0,0,1411.87 -"p50",0,0,0,0,0,0,0,371.07,0,0,0,0,0,0,0 -"p56",712.93,0,0,526.25,0,0,0,0,0,912.71,0,0,400.79,0,394.88 -"p61",20150.68,18114.87,20164.77,19344.7,19262.97,19299.94,19111.18,18453.93,19606.79,18994.17,19197.25,19336.39,18730.82,19464.24,19302.93 -"p85",1004.1,0,701.92,0,0,0,0,1154.57,0,0,0,1147.56,0,0,880.72 -"p89",677.04,0,0,0,0,0,0,0,0,0,0,0,0,0,806.91 -"p90",884.22,0,0,0,0,629.73,0,0,418.61,0,0,0,522,0,277.32 -"p92",4247.7,4759.71,4365.91,4622.21,4271.86,3829.49,4426.26,4769.16,3655.28,4601.75,3904.58,4983.65,4153.2,4501.3,4479.56 -"p94",4971.04,4300.6,3681.22,4355.29,4128.23,4873.4,4252.93,4154.99,4218.49,4209.86,3739.56,4675.14,4251.04,3524.53,5049.67 -"p95",4026.54,2381.29,2848.93,3160.49,2813.55,2282.85,2637.29,2219.71,3549.54,2293.45,3325.72,2412.68,2895.68,2747.15,3013.88 -"p97",10765.34,10089.64,9826.41,9424.31,9844.44,9835.78,10065.63,9964.97,9213.86,9754.45,9935.39,10146.61,10079.49,9792.79,9858.07 -"p99",4550.52,5342.8,4033.5,3167.87,5272.48,3941.24,3952.82,3930.42,4356.4,4403.2,4159.4,3696.5,4406,4485.3,4252.88 -"p100",460.31,0,0,0,0,0,0,0,0,0,0,0,0,0,374.66 -"p109",1444.83,0,1010.41,501.26,621.94,770.99,1045.14,742.78,607.71,499.24,923.04,373.94,658.04,655.68,1203.25 -"p110",703.76,994.2,689.44,1031.15,751.53,1392.88,631.11,647.97,734.47,897.63,1408.29,635.02,1039.81,749.53,998.1 -"p116",3717.98,4145.74,2910.03,3140.16,3626.09,2926.07,4116.09,3994.65,3447.44,2955.3,3668.3,2918.67,4268.14,3475.21,3508.92 -"p117",0,0,0,0,0,0,0,499.94,0,0,0,0,0,0,0 -"p118",9786.65,10049.73,10077.47,9872.43,9574.58,9588.81,10176.35,9152.78,9325.62,10900.67,9606.83,9576.25,10231.56,9620.36,10018.79 -"p119",718.31,1172.56,1209.18,524.64,1087.34,678.02,0,2002.6,0,964.49,1487.31,0,1072.43,1106.2,1226.99 -"p120",1384.36,0,0,0,0,1038,0,0,499.2,0,0,532.45,0,0,546.8 -"p121",714.02,0,0,0,0,0,0,0,1346.01,0,0,618.13,0,0,521.92 -"p122",5417.02,2979.24,3089.63,3298.76,3044.59,2785.39,3778.4,3113.01,2765.84,2660.09,3546.44,3078.38,2810.23,3686.85,3233.94 -"p127",5352.31,3913.53,4525.81,3414.08,5221.86,3698.29,4494.16,4193.45,4313.09,3824.4,4027.04,4760.24,4122.73,4207.55,4575.27 -"p129",1609.87,0,1644.98,783.64,632.7,0,1805.09,670.67,662.95,0,1736.4,0,1499.1,851.02,979.55 -"p130",4181.16,2300.04,3715.38,2319.6,2840.75,3978.91,2537.02,3021.35,3243.7,2753.94,3392.87,2697.74,3041.78,3012.34,3225.86 -"p131",0,0,0,0,0,0,0,400.56,0,0,0,0,0,0,0 -"p134",3493.59,2504.79,2396.03,2395.37,2741.26,3019.59,2439.29,1772.34,3374.83,2371.37,3063.53,1959.05,3106.48,2661.13,2554.56 diff --git a/inputs/supply_curve/PSH_supply_curves_capacity_8hr_wExist_mar2024.csv b/inputs/supply_curve/PSH_supply_curves_capacity_8hr_wExist_mar2024.csv deleted file mode 100644 index 70ad21303..000000000 --- a/inputs/supply_curve/PSH_supply_curves_capacity_8hr_wExist_mar2024.csv +++ /dev/null @@ -1,61 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,3655.64,2634.09,2617.97,1744.89,2599.13,2651.53,2510.13,2285.04,2115.45,2245.76,2479.32,2538.5,2826.74,2052.16,2946.66 -p2,5200.13,9610.25,6641.31,8454.02,6360.49,7395.01,7253.77,7146.46,7211.74,7583.44,6914.3,6802.37,7629.41,6828.41,7900.42 -p3,14389.06,13210.52,14621.06,13769.54,13088.58,13892.33,14168.41,13673.53,13590.76,13569.21,14455.75,13739.11,13428.38,13797.93,14344.77 -p4,4348.25,4424.39,3415.28,3970.51,4115.95,3775.89,3796.63,3676.42,3569.69,4329.84,3347.99,4101.79,3968.17,3523.01,4568.41 -p5,29202.45,28545.76,27915.16,27246.72,29621.89,28424.4,28501.15,27352.18,29144.41,27584.51,28810,27334.25,28823.74,28550.73,28845.15 -p6,13259.89,11692.16,11726.12,12619.46,12009.03,11407.12,12990.5,11659.31,12408.11,11777.53,11663.12,12230.94,12573.62,11961.4,12124.86 -p7,43077.33,43754.7,42783.75,43001.29,41095.77,43928.46,42553.27,42556.35,43435.82,42565.14,42200.11,42264.59,43028.08,43580.83,42796.36 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-p129,2043.1,2335.33,2429.62,0,2477.62,2507.6,2551.5,2576.47,2577.59,2600.15,2638.34,2727.17,2750.01,2796.08,2802.24 -p130,1884.67,2064.98,2162.12,2206.79,2277.11,2367.71,2450.76,2510.49,2581.42,2634.88,2663.96,2752.39,2809.57,2857.37,2919.5 -p131,0,0,0,0,0,0,0,2840.94,0,0,0,0,0,0,0 -p134,1804.46,1960.9,2123.17,2239.95,2254.91,2288.17,2392.2,2453.64,2492.65,2581.16,2607.95,2674.93,2749.64,2844.72,2917.47 diff --git a/inputs/supply_curve/PSH_supply_curves_cost_10hr_ref_mar2024.csv b/inputs/supply_curve/PSH_supply_curves_cost_10hr_ref_mar2024.csv deleted file mode 100644 index fdd322ea8..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_10hr_ref_mar2024.csv +++ /dev/null @@ -1,60 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,2168.53,2256.58,2359.38,2446.95,2487.76,2520.42,2535.02,2636.22,2730.03,2777.94,2818.25,2843.07,2843.97,2852.98,2898.65 -p2,1917.97,2180.01,2343.28,2425.72,2517.98,2565.24,2606.06,2645.69,2696.58,2736.21,2766.32,2797.77,2838.84,2890.46,2959.13 -p3,2136.42,2378.39,2475.4,2563.67,2612.46,2654.62,2686.61,2728.46,2769.84,2801.92,2838.6,2866.15,2891.59,2922.76,2976.19 -p4,2071.23,2308.93,2435.74,2520.71,2627.7,2661.01,2681.86,2703.34,2737.78,2791.24,2823.74,2838.31,2867.59,2893.09,2924.37 -p5,2079.11,2291.41,2399.15,2481.7,2557.17,2607.9,2669.79,2720.1,2760.98,2797.73,2832.15,2867.08,2899.91,2927.7,2990.69 -p6,1957.78,2180.97,2299.19,2433.56,2549.26,2614.4,2681.24,2714.51,2751.69,2790.42,2814.09,2844.6,2875.49,2896.96,2926.78 -p7,2096.51,2287.51,2394.64,2472.79,2534.22,2584.66,2639.01,2686.76,2731.37,2778.2,2820.24,2850.57,2881.67,2915.51,2965.62 -p8,1935.95,2214.63,2348.12,2440.08,2509.82,2572.83,2626.95,2676.28,2717.94,2751.82,2789.85,2830.2,2867.89,2905.52,2952.83 -p9,1998.39,2200.16,2308.19,2376.28,2452.97,2531.04,2605.33,2667.4,2715.57,2753.18,2788.7,2827.1,2868.58,2894.84,2929.88 -p10,1930.3,2133.23,2252.49,2346.46,2431.07,2504.27,2575.78,2636.59,2693.12,2744.11,2792.35,2837.79,2878.76,2915.06,2985.2 -p11,2008.06,2200.29,2338.4,2384.15,2451.69,2476.74,2511.56,2547.56,2581.97,2672.04,2734.32,2752.79,2776.86,2810.19,2891.94 -p12,1975.13,2210.9,2347.48,2443.34,2521.17,2584.34,2643.24,2698.25,2747.27,2791.72,2832.13,2867.15,2900.35,2932.88,3006.04 -p13,2073.69,2276.02,2338.88,2410.57,2483.75,2526.29,2584.74,2626.29,2689.58,2742.43,2785.37,2852.14,2884.63,2913.66,2976.78 -p14,1975.95,2152.4,2306.45,2414.29,2473.74,2537.69,2605.83,2665,2722.12,2746.65,2776.62,2814.26,2844.27,2896.86,2972.35 -p15,1991.1,2206.01,2331.64,2425.91,2499.58,2568.43,2625.69,2683.87,2732.78,2778.22,2821.09,2857.61,2892.93,2929.19,2997.56 -p16,1971.18,2180.11,2314.31,2420.8,2506.75,2562.17,2618.63,2674.96,2716.83,2752.29,2782.47,2819.79,2853.47,2886.06,2927.56 -p17,2005.34,2235.91,2366,2439.89,2502.25,2577.21,2633.49,2685.18,2726.2,2771.69,2811.95,2841.33,2870.86,2902.48,2954.04 -p18,2031.85,2248.01,2343.86,2435.33,2497.78,2566.46,2634.82,2687.67,2749.97,2784.1,2814.79,2854.13,2883.07,2908.17,2945.87 -p20,1912.02,2203.69,2289.99,2415.55,2528.49,2621.37,2627.83,2642.53,2656.86,2668.11,2729.66,2771.21,2834.57,2927.91,2948.21 -p21,1960.07,2209.38,2322.98,2427.19,2511.64,2569.85,2618.22,2676.18,2720.34,2765.05,2815.42,2849.41,2891.63,2925.76,2981.95 -p22,1870.83,2089.61,2229.9,2326.36,2412.16,2490.86,2552.38,2598.19,2635.95,2690.84,2731.99,2788.12,2842.01,2891.62,2960.51 -p23,2374.14,2394.8,2634.52,2648.42,2741.03,2763.89,2770.61,2794.51,2815.13,2845.73,2866.16,2900.56,2908.14,2915.63,2920.11 -p24,2139.01,2365.31,2482.73,2532.79,2610.51,2655.61,2689.59,2724.59,2771.49,2824.41,2848.64,2873.53,2895.74,2913.16,2944.18 -p25,1965.27,2197.78,2309.87,2406.23,2494.92,2558.95,2624.78,2681.44,2733.06,2778.61,2825.06,2865.85,2900.96,2942.79,3045.44 -p26,1975.64,2192.47,2300.19,2389.71,2460.12,2519.19,2582.88,2659.91,2728.18,2772.73,2818.14,2856.34,2889.19,2921.33,2982.7 -p27,1927.45,2134.12,2243.89,2346.91,2425.81,2498.84,2581.03,2644.43,2703.72,2758.5,2801.57,2838.17,2865.95,2897.83,2947.8 -p28,2046.38,2221.25,2335.18,2425.19,2500.83,2575.63,2638.5,2690.45,2742.66,2788.42,2824.99,2869.01,2905.45,2941.98,3032.73 -p29,1951.8,2224.64,2377.45,2437.3,2484.19,2536.12,2578.88,2614.9,2678.24,2730.38,2786.35,2826.59,2873.96,2896.4,2945.18 -p30,2883.59,0,0,0,0,2885.28,0,0,0,2939.47,0,0,0,0,2940.82 -p31,2039.18,2267.91,2384.56,2462.64,2531.54,2594.02,2637.11,2678.18,2726.32,2766.61,2811.28,2847.61,2890.27,2928.29,2987.1 -p32,2575.97,0,0,0,0,0,2746.45,0,0,0,0,2889.92,0,0,2897.51 -p33,1996.3,2226.08,2360.38,2441.43,2503.47,2572.21,2637.4,2689.6,2729.4,2775.79,2817.73,2855.16,2892.02,2922.82,2989.66 -p34,2112.36,2295.07,2386.91,2469.06,2531.82,2599.35,2644.77,2697.35,2747.03,2776.16,2811.93,2845.44,2875.62,2903.99,2949.29 -p38,0,0,0,0,0,0,0,2897.74,0,0,0,0,0,0,0 -p47,2459.49,0,0,0,0,0,0,0,0,0,0,0,0,0,2599.49 -p56,2502.47,0,0,0,0,0,2749.78,0,0,0,2886.82,0,0,0,2904.9 -p61,2075.35,2292.15,2422.79,2507.61,2587.44,2642.99,2710.79,2764.24,2807.47,2859.03,2902.26,2927.59,2961.68,3022.02,3130.92 -p85,2102.3,0,2581.33,0,0,2822.48,0,0,0,0,2830.63,0,0,0,2895.86 -p89,2663.78,0,0,0,0,0,0,0,0,0,0,0,0,0,2918.84 -p90,2444.8,0,0,0,2776.6,0,0,0,2887.78,0,0,0,0,0,2945.07 -p92,2131.49,2341.87,2473.59,2518.2,2576.66,2669.05,2741.08,2777.37,2807.25,2847.99,2865.3,2882.77,2895.45,2907.01,2937.34 -p94,1989.83,2295.58,2375.32,2496.28,2594.55,2637.48,2688.09,2732.47,2771.99,2840.61,2859.85,2898.71,2915.21,2930.09,2943.37 -p95,2008.55,2288.27,2387.17,2481.51,2555.22,2598.56,2637.46,2680.05,2717.41,2742.47,2770.51,2789.51,2831.84,2888.48,2918.36 -p97,1927.04,2208.6,2341.13,2449.32,2538.66,2606.55,2660.99,2692.87,2736.69,2763.08,2799.82,2839.65,2861.43,2900.73,2946.86 -p99,1709.44,2000.25,2179.71,2347.6,2435.62,2516.44,2601.87,2659.67,2702.66,2725.96,2794.68,2825.01,2845.07,2878.54,2913.21 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-p129,2477.62,2498.43,2507.6,2638.33,2730.47,2756.19,2763.73,2796.08,0,2798.93,2819.22,2847.89,2862.55,2864.32,2939.59 -p130,2268.97,2410.87,2452.06,2540.07,2648.85,2709.21,2742.58,2771.8,2803.03,2821.21,2836.36,2861.74,2882.36,2897.05,2923.6 -p131,0,0,0,0,0,0,0,2931.31,0,0,0,0,0,0,0 -p134,2225.5,2404.06,2445.38,2507.25,2575.63,2632.62,2726.29,2757.21,2777.53,2812.63,2878.78,2902.65,2912.09,2920.78,2961.69 diff --git a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wEph_apr2025.csv b/inputs/supply_curve/PSH_supply_curves_cost_10hr_wEph_apr2025.csv deleted file mode 100644 index 4ee56e916..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wEph_apr2025.csv +++ /dev/null @@ -1,61 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1770.43,2033.07,2084.36,2155.03,2246.19,2286.34,2358.3,2412.43,2462.45,2514.23,2570.38,2596.77,2698.73,2760.27,2864.62 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-r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1770.43,2033.07,2084.36,2155.03,2231.95,2274.68,2328.32,2395.1,2438.21,2475.47,2539.75,2591.81,2705.96,2760.27,2864.62 -p2,1653.4,1857.91,1953.21,2030.97,2160.31,2229.06,2293.16,2353.7,2411.61,2472.67,2535.37,2630.71,2722.11,2786.05,2900.68 -p3,1756.86,1898.31,2050.37,2150.67,2243.41,2317.89,2380.84,2454.41,2514.23,2564.91,2633.41,2682.62,2749.33,2825.07,2926.72 -p4,1781.26,1927.03,2015.71,2103.88,2197.4,2235.9,2294.06,2337.99,2413,2460.98,2529.74,2651.26,2749.31,2831.33,2915.01 -p5,1692.12,1896.86,1985.52,2069.31,2156.55,2226.67,2305.67,2364.27,2450.61,2520.98,2589.97,2685.22,2775.04,2855.4,2965.74 -p6,1539.72,1735.5,1833.56,1948.21,2061.01,2149.46,2211.93,2275.12,2343.82,2413.8,2506.02,2604.73,2692.08,2801.63,2903 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-p32,1914.33,2074.38,0,2248.92,0,2320.27,0,2356,0,2444.58,0,2575.97,2759.01,2878.54,2925.06 -p33,1649.07,1852.81,1950.45,2035.44,2121.47,2198.48,2265.42,2345.99,2419.15,2488.67,2560.91,2643.81,2728.52,2807.42,2913.73 -p34,1637.73,1844.08,1941.28,2026.38,2100.7,2160.79,2231.98,2316.63,2398.65,2476.79,2551.65,2633.65,2702.27,2796.32,2906.35 -p38,2850.34,0,0,0,0,0,0,0,0,0,0,0,0,0,2881.83 -p47,1260.85,1413.51,1513.3,1551.12,1697.1,1897.78,2109.15,2159.96,2243.73,2306.71,2386.06,2488.9,2577.91,2829.2,2972.98 -p56,2502.47,0,0,2553.94,0,0,0,0,0,0,2749.78,0,0,0,2904.9 -p59,2241.44,0,0,0,0,2420.13,0,0,0,0,0,2573.86,0,0,2629.64 -p61,1284.16,1446.78,1549.67,1642.37,1729.55,1817.95,1894.73,1986.66,2093.79,2180.56,2298.89,2437.09,2572.52,2746.47,2961.5 -p85,2097.13,0,0,2124.59,0,0,0,2155,0,0,0,2284.47,0,0,2436.9 -p89,2613.13,0,0,0,0,0,0,2729.46,0,0,0,0,0,0,2918.84 -p90,1945.49,0,0,0,0,2615.07,0,0,0,0,2760.59,0,0,0,2887.78 -p92,1814.72,1981.78,2070.34,2188.87,2278.85,2337.85,2408.39,2474.19,2562.98,2634.97,2708.18,2778.53,2844.03,2892.42,2920.86 -p94,1617.73,1930.19,2035.75,2086.25,2169.37,2222.04,2267.97,2346.82,2442.63,2558.15,2616.66,2671.45,2751.71,2876.04,2923.67 -p95,1712.72,1863.2,1910.99,2003.85,2055.62,2182.76,2252.34,2310.19,2341.45,2419.48,2504.32,2557.23,2647.3,2772.28,2893.92 -p97,1473.49,1605.2,1730.78,1824.54,1904.73,1986.51,2051.79,2123.53,2222.44,2315.37,2429.26,2554.29,2661.41,2769.69,2902.86 -p99,1569.94,1779.88,1869.85,1940.32,2013.93,2093.06,2166.22,2308.87,2392.79,2451.74,2543.02,2614.73,2696.39,2786.5,2886.46 -p109,1823.47,2154.98,0,2197.23,2343.76,2448.5,2585.99,2609.7,2633.76,2686.46,2752.31,2767.88,2833.89,2918.18,2931.88 -p110,1744.95,1825.13,2011.76,2037.88,2046.95,2063.11,2064.49,2075.79,2310.78,2429.85,2449.87,2473.86,2646.85,2751.09,2852.5 -p116,1762.99,1844.45,1961.75,2075.95,2151.67,2232.25,2331.2,2375.59,2414.9,2488.17,2588.09,2623.33,2654.24,2753.45,2845.45 -p117,0,0,0,0,0,0,0,2284.02,0,0,0,0,0,0,0 -p118,1722.39,1878.36,1952.3,2023.81,2094.2,2177.34,2228.02,2293.23,2338.64,2407.33,2482.99,2557.17,2646.95,2748.85,2874.83 -p119,1801.5,2161.29,2269.07,0,2369.34,2436.51,2530.55,2573.91,0,2670.57,2729.28,2826.35,2831.71,2833.85,2876.74 -p120,2565.82,0,0,0,0,0,0,0,0,0,0,0,0,0,2740.66 -p121,2238.38,0,0,0,0,0,0,0,0,0,2679.95,0,0,0,2854.57 -p122,1836.24,2093.51,2226.06,2314.78,2392.84,2447.01,2527.55,2584.69,2615.66,2683.94,2731.95,2795.33,2827.66,2870.83,2898.38 -p127,1739.88,1797.34,1868.47,2024.11,2141.85,2259.9,2315.68,2359.91,2408.87,2504.24,2555.85,2620.57,2666.77,2775.97,2872.78 -p129,2043.1,2314.6,2392.84,0,2477.62,2507.6,2551.5,2576.47,0,2577.59,2600.15,2682.75,2796.08,0,2802.23 -p130,1884.67,2064.98,2150.32,2191.52,2261.9,2367.71,2440.84,2493,2566.87,2629.09,2656.54,2736.26,2809.57,2857.37,2919.5 -p131,0,0,0,0,0,0,0,2840.94,0,0,0,0,0,0,0 -p134,1936.54,2035.61,2187.37,2246.17,2254.91,2288.17,2375.96,2453.64,2492.65,2581.16,2615.05,2674.93,2745.42,2830.41,2917.47 diff --git a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_apr2025.csv b/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_apr2025.csv deleted file mode 100644 index 99e405ec5..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_apr2025.csv +++ /dev/null @@ -1,60 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1891.33,2050.27,2119.54,2214.82,2274.68,2314.44,2371.91,2434.02,2473.57,2527.33,2575.55,2640.28,2728.15,2779.44,2874.51 -p2,1631.51,1802.01,1923.64,1980.23,2089.36,2194.27,2245.86,2325.35,2364.12,2442.56,2493.4,2577.64,2693.82,2771.19,2885.22 -p3,1756.86,1881.77,2031.16,2137.85,2225.1,2305.47,2370.58,2443.41,2502.15,2555.75,2620.19,2677.99,2746.17,2822.16,2926.72 -p4,1737.71,1829.13,1960.64,2059.78,2145.44,2216.94,2259.81,2314.12,2402.26,2432.61,2496.56,2611.09,2724.4,2830.95,2914.5 -p5,1659.9,1864.78,1962.73,2052.94,2144.69,2216.14,2301.01,2355.82,2425.41,2499.36,2557.53,2653.48,2757.18,2846.25,2948.11 -p6,1518.04,1726.22,1836.16,1976.67,2108.95,2174.15,2229.4,2283.15,2354.65,2433.56,2512,2592.17,2675.75,2790.47,2891.07 -p7,1632.09,1817.92,1961.28,2058.8,2132.66,2199.97,2283.26,2360.5,2442.3,2511.06,2567.72,2640.05,2737.79,2819.07,2917.58 -p8,1555.08,1761.86,1887.18,1997.82,2076.14,2138.92,2206.15,2282.54,2354.14,2416.97,2491.65,2595.61,2700.21,2793.94,2896.61 -p9,1576.18,1781.35,1924.93,1999.45,2068.82,2129.87,2226.38,2317.17,2390.46,2444.91,2537.25,2620.38,2704.76,2794.14,2905.13 -p10,1633.9,1802.26,1877.9,1961.04,2040.53,2127.06,2192.02,2264.24,2329.07,2406.87,2482.42,2561.18,2668.53,2775.85,2921.42 -p11,1532.56,1703.23,1879.43,1950.94,2030.37,2142.27,2211.44,2317.61,2381.6,2402.92,2439.25,2470.32,2555.32,2762.22,2906.44 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-p90,1945.49,0,0,0,0,0,2382.61,0,0,2615.07,0,0,2760.59,0,2887.78 -p92,1814.72,1981.78,2080.65,2220.58,2298.45,2355.05,2432.47,2487.56,2581.05,2643.19,2724.7,2778.53,2831.34,2886.8,2918.51 -p94,1617.73,1930.19,2035.75,2086.25,2169.37,2227.35,2283.05,2346.59,2423.59,2547.69,2606.04,2666.19,2751.71,2871.33,2920.24 -p95,1712.72,1863.2,1882.61,1985.42,2031.32,2135.81,2250.36,2290.97,2341.45,2409.23,2481.15,2542.18,2621.2,2758.72,2914.31 -p97,1620.12,1835.75,1935.97,2014.92,2063.11,2142.65,2234.05,2316.81,2407.94,2484.9,2593.77,2664.03,2722.6,2819.91,2925.52 -p99,1569.94,1779.88,1869.85,1940.32,2013.93,2093.06,2166.22,2308.87,2392.79,2451.74,2543.02,2614.73,2696.39,2786.5,2886.46 -p109,1823.47,2154.98,0,2197.23,2343.76,2448.5,2585.99,2609.7,2633.76,2686.46,2752.31,2767.88,2833.89,2918.18,2931.88 -p110,1744.95,1825.13,2011.76,2037.88,2046.95,2063.11,2064.49,2075.79,2310.78,2429.85,2449.86,2473.86,2646.85,2751.09,2852.5 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-p131,0,0,0,0,0,0,0,2840.94,0,0,0,0,0,0,0 -p134,1804.46,1960.9,2123.17,2239.95,2254.91,2288.17,2392.2,2453.64,2492.65,2581.16,2607.95,2674.93,2749.64,2844.72,2917.47 diff --git a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_mar2024.csv b/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_mar2024.csv deleted file mode 100644 index 499d91cbc..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_mar2024.csv +++ /dev/null @@ -1,61 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1270.87,1571.97,1971.59,2193.01,2274.76,2417.81,2479.74,2520.42,2565.56,2695.92,2768,2818.25,2843.29,2845.53,2888.76 -p2,1595.65,1963.67,2202.21,2343.28,2457.84,2546.55,2592.36,2630.09,2681.95,2723.83,2759.81,2792.53,2832.52,2890.46,2959.13 -p3,2010.79,2346.72,2461.42,2555.59,2605.34,2651.46,2682.65,2724.86,2766.51,2799.9,2836.77,2865.47,2891.59,2922.76,2976.19 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-p129,1894.72,2243.88,2327.96,2477.62,2498.43,2507.6,2638.33,2743.33,2763.73,2796.08,2798.93,2819.22,2847.89,2863.43,2939.59 -p130,1788.99,2180.46,2373.12,2431.01,2484.3,2642.77,2691.12,2738.08,2767.87,2799.14,2824.72,2848.21,2876.66,2894.16,2923.6 -p131,0,0,0,0,0,0,0,2931.31,0,0,0,0,0,0,0 -p134,1478.47,1722.33,1994.98,2225.5,2404.06,2462,2552.37,2615.88,2726.29,2760.35,2795.64,2854.43,2899.86,2918.02,2952.45 diff --git a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_wEph_apr2025.csv b/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_wEph_apr2025.csv deleted file mode 100644 index 849df962b..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_wEph_apr2025.csv +++ /dev/null @@ -1,61 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 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b/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_wEph_mar2024.csv deleted file mode 100644 index 8715ba9c3..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_10hr_wExist_wEph_mar2024.csv +++ /dev/null @@ -1,62 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1270.87,1629.69,1770.43,2003.2,2042.05,2119.54,2221.97,2280.51,2358.3,2412.42,2468.65,2550.28,2628.02,2736.28,2839.24 -p2,1549.21,1769.75,1923.44,1992.65,2120.9,2218.67,2267.11,2344.88,2400.15,2466.96,2525.08,2614.9,2712.35,2779.15,2894.22 -p3,1692.92,1880.8,2027.81,2140.28,2225.68,2301.91,2369.33,2444.68,2509.2,2561.74,2631.17,2682.62,2748.74,2825.07,2926.72 -p4,1626.51,1897.59,2007.58,2085.9,2197.4,2224.64,2287.97,2337.99,2413,2460.98,2529.74,2651.26,2749.31,2831.33,2915.01 -p5,1572.51,1838.39,1950.89,2036,2123.75,2203.47,2284.65,2346.99,2429.71,2511.63,2574.31,2672.17,2763.37,2849.7,2962.7 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-p85,1696.19,0,0,2124.59,0,0,0,2155,0,0,0,2284.47,0,0,2436.9 -p89,2433.8,0,0,0,2613.13,0,0,0,0,2729.46,0,0,0,0,2918.84 -p90,1945.49,0,0,0,0,2615.07,0,0,0,0,2760.59,0,0,0,2887.78 -p92,1565.05,1893.28,2013.57,2121.4,2235.48,2315.31,2376.83,2463.3,2537.58,2613.14,2689.91,2771.28,2830.95,2886.8,2918.51 -p94,1615.85,1910.74,2035.75,2086.25,2169.37,2222.04,2267.97,2346.82,2442.63,2558.15,2616.66,2671.45,2751.71,2876.04,2923.67 -p95,1195.91,1674.82,1846.95,1944.32,2020.69,2111.8,2239.23,2298.85,2327.05,2399.48,2490.8,2557.23,2649.48,2780.29,2915.45 -p97,1432.64,1593.36,1712.95,1811.89,1892.9,1982.72,2051.79,2121.24,2222.71,2314.98,2429.26,2554.29,2661.41,2769.69,2902.86 -p99,1504.95,1702.23,1821.81,1903.48,1960.49,2063.92,2138.19,2240.68,2360.32,2441.64,2524.25,2603.15,2689.96,2780.43,2879.28 -p109,1823.47,2154.98,0,2197.23,2343.76,2448.5,2585.99,2609.7,2633.76,2686.46,2752.31,2767.88,2833.89,2918.18,2931.88 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file mode 100644 index b9ef2cbba..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_12hr_wEphemeral_mar2024.csv +++ /dev/null @@ -1,60 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1936.61,2250.08,2263.98,2278.17,2431.77,2537.97,2564.71,2640.61,2734.97,2748.46,2787.29,2854.57,3017.55,3119.16,3279.12 -p2,1795.41,1937.29,2131.31,2204.86,2333.47,2460.64,2539.18,2645.97,2689.55,2751.51,2835.98,2949.15,3069.66,3183.33,3317.27 -p3,1936.24,2097.72,2258.86,2396.01,2507.57,2612.13,2693.11,2774.38,2843.1,2908.02,2978.2,3055.34,3123.01,3212.37,3336.87 -p4,1950.97,2074.02,2184.54,2282.12,2420.36,2500.59,2567.71,2661.06,2724.01,2782.87,2859.48,2972.12,3088.4,3156,3284.25 -p5,1785.56,2056.72,2159.33,2264.83,2376.1,2460.2,2566.35,2641.85,2734.5,2829.97,2921.87,3041.02,3140.02,3246.18,3383.98 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-p130,2093.33,2280.25,2412.45,2488.43,2558.67,2668.25,2722.42,2805.25,2918.44,2996.17,3061.06,3126.26,3194.05,3253.43,3347.57 -p134,2142.53,2266.47,2418.73,2535.22,2550.43,2626.29,2721.44,2795.96,2849.24,2946.06,3056.27,3121.54,3166.21,3220.15,3286.38 diff --git a/inputs/supply_curve/PSH_supply_curves_cost_12hr_wExist_apr2025.csv b/inputs/supply_curve/PSH_supply_curves_cost_12hr_wExist_apr2025.csv deleted file mode 100644 index 231152b5e..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_12hr_wExist_apr2025.csv +++ /dev/null @@ -1,59 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,2095.4,2263.98,2278.17,2431.77,2537.97,2564.71,2640.61,2734.98,2748.46,2787.29,2842.01,2955.45,3082.4,3156.89,3279.12 -p2,1766.57,1907.79,2085.43,2179.6,2259.34,2403.55,2505.7,2592.03,2667.6,2706.64,2785.97,2887.33,3029.83,3154.52,3306.93 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diff --git a/inputs/supply_curve/PSH_supply_curves_cost_12hr_wExist_wEph_mar2024.csv b/inputs/supply_curve/PSH_supply_curves_cost_12hr_wExist_wEph_mar2024.csv deleted file mode 100644 index 47efe257a..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_12hr_wExist_wEph_mar2024.csv +++ /dev/null @@ -1,61 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1471.67,1826.27,1932.48,2094.48,2257.03,2278.17,2404.77,2504.14,2584.46,2689.14,2747.72,2802.1,2883.1,3091.84,3240.71 -p2,1600.69,1872.51,2070.45,2184.41,2292.38,2444.46,2519.61,2619.69,2685.06,2740.28,2820.96,2935.12,3064.53,3176.33,3310.78 -p3,1831.38,2068.15,2212.89,2366.59,2487.93,2600.01,2685.79,2769.47,2839.22,2900.39,2971.59,3047.52,3116.43,3204.42,3330.82 -p4,1785.12,2007.29,2145.85,2255.23,2393.47,2496.48,2554.01,2661.06,2717.73,2770.05,2848.98,2972.12,3088.4,3148.23,3270.37 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deleted file mode 100644 index dc353c2d2..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_8hr_wEph_apr2025.csv +++ /dev/null @@ -1,63 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1605.65,1757.43,1831.53,1932.08,2002.84,2023.14,2076.45,2103.97,2151.85,2209.87,2267.97,2340.17,2383.45,2437.92,2586.1 -p2,1491.43,1658.01,1719.4,1768.33,1854.89,1918.34,1998.82,2061.09,2108.75,2151.89,2201.56,2267.51,2326.89,2408.61,2650.81 -p3,1597.29,1715.75,1823.32,1899.65,1976.01,2037.12,2072.72,2129.81,2186.46,2223.09,2273.59,2324.47,2366.81,2432.38,2599.65 -p4,1587.12,1715.54,1781.36,1846.92,1946.4,1986.27,2032.43,2076.73,2126.29,2142.9,2195.59,2271.02,2360.87,2458.97,2647.73 -p5,1541.64,1713.04,1786.62,1846.3,1917.09,1973.53,2033.65,2085.36,2147.06,2196.06,2252.32,2325.3,2390.63,2469.41,2651.95 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b/inputs/supply_curve/PSH_supply_curves_cost_8hr_wExist_mar2024.csv deleted file mode 100644 index cbf229708..000000000 --- a/inputs/supply_curve/PSH_supply_curves_cost_8hr_wExist_mar2024.csv +++ /dev/null @@ -1,61 +0,0 @@ -r,pshclass1,pshclass2,pshclass3,pshclass4,pshclass5,pshclass6,pshclass7,pshclass8,pshclass9,pshclass10,pshclass11,pshclass12,pshclass13,pshclass14,pshclass15 -p1,1242,1484.49,1817.89,1972.94,2032,2102.8,2176.58,2200.12,2209.32,2249.3,2336.64,2410.85,2441.92,2468.47,2490.77 -p2,1411.15,1743.04,1915.61,2059.74,2142.9,2214.08,2257.24,2285.18,2325.76,2368.67,2401.84,2430.6,2470.89,2488.68,2539.72 -p3,1820.51,2049.33,2125.43,2189.37,2259.42,2300.45,2330.67,2355.27,2389.34,2410.82,2430.38,2460.57,2488.94,2505.67,2544.56 -p4,1671.47,2041.05,2122.35,2145.33,2215.13,2260.86,2315.87,2341.82,2359.29,2377.89,2403.3,2440.95,2455.08,2471.2,2489.62 -p5,1619.68,1962.51,2062.79,2127.43,2187.36,2239.57,2283.51,2323.6,2363.42,2395.98,2426.63,2458.88,2486.23,2518.21,2569.87 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-p25,1325.01,1481.9,1568.44,1637.32,1705.3,1767.74,1828.09,1888.82,1952.17,2015.61,2084.86,2175.54,2273.61,2370.4,2507.27 -p26,1326.62,1511.93,1601.97,1675.51,1749,1818.88,1882.26,1944.16,2006.91,2069.56,2154.98,2220.06,2291.14,2379.93,2489.93 -p27,1211.21,1367.27,1447.07,1509.02,1567.96,1621.16,1683.57,1757.03,1820.36,1888.19,1973.28,2064.9,2174.01,2293.04,2446.65 -p28,1230.99,1389.8,1485.68,1560.48,1626.24,1690.32,1752.51,1818.96,1887.42,1961.77,2039.99,2130,2240.37,2345.71,2475.07 -p29,1493.44,1567.76,1632.5,1698.48,1787.34,1858.23,1953.61,2020.52,2069.57,2126.03,2181.32,2242.26,2316.2,2370.86,2471.35 -p30,1755.38,1780.13,1877.22,1929.07,2026.31,2058.06,2125.46,0,2203.94,2274.85,2310.3,2362.53,2417.8,2536.12,2565.38 -p31,1296.06,1418.47,1505.53,1582.76,1656.27,1725.18,1783.28,1847.69,1928.59,2004.74,2080.13,2164.11,2269.5,2381.82,2497.36 -p32,1831.77,0,1844.7,1957.05,0,1970.52,0,2073.53,0,2110.8,0,2183.38,0,2240.23,2373.62 -p33,1450.91,1635.43,1732.13,1804.32,1870.3,1931.68,1990.16,2045.3,2103.72,2160.11,2209.4,2263.71,2329.38,2403.22,2499.49 -p34,1411.31,1630.53,1727.41,1795.91,1852.05,1904.22,1961.02,2016.53,2081.85,2140.16,2205.18,2274.07,2330.79,2400.7,2484.39 -p38,2369.68,0,0,0,0,0,0,0,0,0,0,0,0,0,2382.43 -p47,1193.82,1312.35,1394.7,1462.19,1610.95,1659.32,1812.9,1889.99,1965.57,2017.92,2069.34,2134.27,2284.87,2439.29,2561.48 -p56,2064.51,0,0,0,2296.41,0,0,0,0,0,0,2353.21,0,0,2375.9 -p59,2008.43,0,0,0,0,0,2168.39,0,0,0,2169.01,0,0,0,2275.72 -p61,1202.15,1346.02,1449.7,1524.83,1595.76,1664.2,1736.2,1807.53,1886.89,1954.51,2045.24,2141.66,2244.49,2387.04,2549.24 -p85,1553.2,0,0,1831.91,0,0,0,1906.09,0,0,0,2006.85,0,0,2143.51 -p89,2036.73,0,0,0,0,0,2151.45,0,0,0,0,0,0,0,2407.51 -p90,1736.12,0,0,0,0,0,2308.42,0,0,0,0,0,0,0,2326.84 -p92,1412.35,1683.17,1806.76,1884.9,1977.25,2046.52,2089.96,2182.85,2219.01,2281.57,2356.92,2396.54,2418.63,2465.78,2513.03 -p94,1453.6,1671.1,1781.61,1870.35,1939.49,1963.01,2009.6,2056.43,2098.29,2195.41,2267.76,2306.45,2362.13,2430.67,2509.11 -p95,1278.9,1615.27,1683.17,1750.52,1809.69,1892.82,1962.92,2010.37,2053.56,2091.94,2152.95,2203.11,2259.94,2349.31,2452.33 -p97,1323.82,1462.43,1548.09,1631.21,1692.27,1753.74,1815.7,1878.02,1942.74,2014.04,2103.54,2178.92,2246.83,2331.36,2454.47 -p99,1441.18,1591.89,1659.12,1712.68,1758.81,1799.59,1891.15,1981.27,2058.43,2111.99,2201.97,2257.17,2288.92,2372.1,2441.52 -p109,1700.35,0,1922.67,1936.59,2001.84,2095.35,2153.47,2163.56,2254.35,2308.31,2350.68,2382.93,2386.03,2413.09,2467.03 -p110,1405.83,1629.79,1782.07,1785.52,1813.69,1854.99,1936.46,1961.42,2006.76,2023.73,2045.04,2084.32,2404.78,2443.24,2498.78 -p116,1598.8,1647.55,1720.29,1800.52,1862.63,1921.48,1986.68,2040.1,2074.04,2135.81,2184.1,2222.13,2301.57,2356.26,2458.73 -p117,0,0,0,0,0,0,0,2080.66,0,0,0,0,0,0,0 -p118,1503.81,1674.15,1728.83,1788.06,1838.39,1898.81,1959.23,2020.96,2061.26,2113.79,2164.37,2233.54,2302.1,2373.35,2465.09 -p119,1781.31,1937.92,0,2038.08,0,2173.8,0,2255.45,2273.33,2380.42,2419.83,2420.37,0,2430.5,2486.37 -p120,2220.63,0,0,0,0,0,0,0,0,0,0,0,0,0,2363.14 -p121,1736.66,0,0,0,0,0,0,0,0,0,2333.09,0,0,0,2364.26 -p122,1318.3,1617.1,1756.06,1898.26,1979.26,2053.07,2130.9,2177.08,2227.33,2272.71,2318.62,2363.06,2408.55,2435.98,2481.51 -p127,1347.13,1540.18,1608.98,1684.51,1742.23,1820.9,1912.13,2009.09,2060.49,2102.63,2159.28,2204.31,2269.36,2360.08,2461.95 -p129,1629.86,1821.04,1879.85,1922.88,1991.45,2105.48,2141.33,2164.14,2200.72,2218.72,2233.3,2260.85,2283.53,2393.98,2411.7 -p130,1528.83,1746.33,1800.56,1857.18,1917.51,1971.09,2064.06,2121.64,2206.35,2270.43,2287.32,2344.83,2404.06,2454.5,2487.02 -p134,1373.09,1611.08,1726.79,1814.47,1916.47,1990.93,2003.17,2049.13,2154.1,2219.83,2254.04,2264.77,2330.83,2384.35,2493.19 diff --git a/inputs/supply_curve/README.md b/inputs/supply_curve/README.md index 67cd81828..ce2b20575 100644 --- a/inputs/supply_curve/README.md +++ b/inputs/supply_curve/README.md @@ -7,6 +7,11 @@ - 3: 0.26 ≤ CF - Site-level CSP supply curve costs are copied from the site-level supply curve costs for utility-scale photovoltaics (UPV). The mapping code is available on the [ReEDS input-processing repo](https://github.com/ReEDS-Model/ReEDS_Input_Processing/tree/main/csp). +- Each PSH supply curve filename is formatted as: `supplycurve_psh-{exclusion_scenario}{PSH_storage_duration}hr.csv`, with the 3 exclusion scenarios defined by the following exclusion layers: + - `open`: census urbanized and global human settlement layer (GHSL) developed areas, existing waterbodies, permanent, or intermittent streams and 100yr flood plains, PAD-US prtected areas, conservation easements, areas of critical environmental concern, state and local protected areas, glaciers national land cover database (NLCD) permanent snow/ice and wetland ecosystmens, and airports/airstrips/helipads + - `reference`: all open exclusions [plus] ephemeral streams, critical habitat for endangered species, railway, pipelines, and major roads with 30m buffer, and National Wetlands Inventory (including small, localized riparian environments aroud rivers, streams, and lakes) + - `limited`: all reference exclusions [plus] agricultural easements, farm trust conservation land, and nationally important agricultural land, mature forests on federal lands, **all** building footprints, and Census and BIA-defined "tribal areas" (reservations and off-reservation trust land) + - `bio_supplycurve.csv`: Regional biomass supply and costs by resource class - Dollar year: 2015 @@ -26,34 +31,6 @@ - `interconnection_offshore.h5`: -- `PSH_supply_curves_capacity_*.csv`: Pumped storage hydropower supply curve capacity as used in 2025 Annual Technology Baseline. Citation: [https://www.nlr.gov/gis/psh-supply-curves](https://www.nlr.gov/gis/psh-supply-curves) - - `PSH_supply_curves_capacity_10hr_ref_apr2025.csv`: supply curve capacity assuming 10 hour duration and reference exclusions - - `PSH_supply_curves_capacity_10hr_wEph_apr2025.csv`: supply curve capacity assuming 10 hour duration and allowing sites on ephemeral streams - - `PSH_supply_curves_capacity_10hr_wExist_apr2025.csv`: supply curve capacity assuming 10 hour duration and allowing sites using existing reservoirs - - `PSH_supply_curves_capacity_10hr_wExist_wEph_apr2025.csv`: supply curve capacity assuming 10 hour duration and allowing sites using existing reservoirs and on ephemeral streams - - `PSH_supply_curves_capacity_12hr_ref_apr2025.csv`: supply curve capacity assuming 12 hour duration and reference exclusions - - `PSH_supply_curves_capacity_12hr_wEph_apr2025.csv`: supply curve capacity assuming 12 hour duration and allowing sites on ephemeral streams - - `PSH_supply_curves_capacity_12hr_wExist_apr2025.csv`: supply curve capacity assuming 12 hour duration and allowing sites using existing reservoirs - - `PSH_supply_curves_capacity_12hr_wExist_wEph_apr2025.csv`: supply curve capacity assuming 12 hour duration and allowing sites using existing reservoirs and on ephemeral streams - - `PSH_supply_curves_capacity_8hr_ref_apr2025.csv`: supply curve capacity assuming 8 hour duration and reference exclusions - - `PSH_supply_curves_capacity_8hr_wEph_apr2025.csv`: supply curve capacity assuming 8 hour duration and allowing sites on ephemeral streams - - `PSH_supply_curves_capacity_8hr_wExist_apr2025.csv`: supply curve capacity assuming 8 hour duration and allowing sites using existing reservoirs - - `PSH_supply_curves_capacity_8hr_wExist_wEph_apr2025.csv`: supply curve capacity assuming 8 hour duration and allowing sites using existing reservoirs and on ephemeral streams - -- `PSH_supply_curves_cost_*.csv`: Pumped storage hydropower supply curve cost as used in 2025 Annual Technology Baseline. Citation: [https://www.nlr.gov/gis/psh-supply-curves](https://www.nlr.gov/gis/psh-supply-curves) - - `PSH_supply_curves_cost_10hr_ref_apr2025.csv`: assuming 10 hour duration and reference exclusions - - `PSH_supply_curves_cost_10hr_wEph_apr2025.csv`: assuming 10 hour duration and allowing sites on ephemeral streams - - `PSH_supply_curves_cost_10hr_wExist_apr2025.csv`: assuming 10 hour duration and allowing sites using existing reservoirs - - `PSH_supply_curves_cost_10hr_wExist_wEph_apr2025.csv`: assuming 10 hour duration and allowing sites using existing reservoirs and on ephemeral streams - - `PSH_supply_curves_cost_12hr_ref_apr2025.csv`: assuming 12 hour duration and reference exclusions - - `PSH_supply_curves_cost_12hr_wEph_apr2025.csv`: assuming 12 hour duration and allowing sites on ephemeral streams - - `PSH_supply_curves_cost_12hr_wExist_apr2025.csv`: assuming 12 hour duration and allowing sites using existing reservoirs - - `PSH_supply_curves_cost_12hr_wExist_wEph_apr2025.csv`: assuming 12 hour duration and allowing sites using existing reservoirs and on ephemeral streams - - `PSH_supply_curves_cost_8hr_ref_apr2025.csv`: assuming 8 hour duration and reference exclusions - - `PSH_supply_curves_cost_8hr_wEph_apr2025.csv`: assuming 8 hour duration and allowing sites on ephemeral streams - - `PSH_supply_curves_cost_8hr_wExist_apr2025.csv`: assuming 8 hour duration and allowing sites using existing reservoirs - - `PSH_supply_curves_cost_8hr_wExist_wEph_apr2025.csv`: assuming 8 hour duration and allowing sites using existing reservoirs and on ephemeral streams - - `rev_paths.csv`: - `sc_point_gid_old2new.csv`: @@ -62,6 +39,17 @@ - `supplycurve_egs-reference.csv`: +- `supplycurve_psh-*.csv`: Pumped storage hydropower supply curve. Citation: [https://www.nlr.gov/gis/psh-supply-curves](https://www.nlr.gov/gis/psh-supply-curves) + - `supplycurve_psh-8hr_limited.csv`: assuming 8 hour duration for the limited siting scenario + - `supplycurve_psh-8hr_open.csv`: assuming 8 hour duration for the open siting scenario + - `supplycurve_psh-8hr_reference.csv`: assuming 8 hour duration for the reference siting scenario + - `supplycurve_psh-10hr_limited.csv`: assuming 10 hour duration for the limited siting scenario + - `supplycurve_psh-10hr_open.csv`: assuming 10 hour duration for the open siting scenario + - `supplycurve_psh-10hr_reference.csv`: assuming 10 hour duration for the reference siting scenario + - `supplycurve_psh-12hr_limited.csv`: assuming 12 hour duration for the limited siting scenario + - `supplycurve_psh-12hr_open.csv`: assuming 12 hour duration for the open siting scenario + - `supplycurve_psh-12hr_reference.csv`: assuming 12 hour duration for the reference siting scenario + - `supplycurve_upv-*.csv:`: UPV supply curve from reV. Capacity numbers are in MW_DC and cost numbers are in $/MW_AC. Citation: [https://docs.nlr.gov/docs/fy25osti/91900.pdf](https://docs.nlr.gov/docs/fy25osti/91900.pdf) - `supplycurve_upv-limited.csv`: limited siting scenario - `supplycurve_upv-open.csv`: open siting scenario diff --git a/inputs/supply_curve/dollaryear.csv b/inputs/supply_curve/dollaryear.csv index 1540b9a69..7c686b2c2 100644 --- a/inputs/supply_curve/dollaryear.csv +++ b/inputs/supply_curve/dollaryear.csv @@ -5,9 +5,9 @@ dr_shed,2020 evmc_rsc_Baseline,2020 geo_rsc_ATB_2023,2015 hydcost,2004 -PSHcostn,2004 supplycurve_egs,2023 supplycurve_geohydro,2023 +supplycurve_psh,2022 supplycurve_upv,2023 supplycurve_wind-ofs,2023 supplycurve_wind-ons,2022 \ No newline at end of file diff --git a/inputs/supply_curve/supplycurve_psh-10hr_limited.csv b/inputs/supply_curve/supplycurve_psh-10hr_limited.csv new file mode 100644 index 000000000..fa14174ac --- /dev/null +++ b/inputs/supply_curve/supplycurve_psh-10hr_limited.csv @@ -0,0 +1,13090 @@ 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+430,7 @@ superpeak_hour_mapper.csv,.csv,1,None,9999,None,9999,0,constant,None,None,done,c supply_chain_adjust.csv,.csv,0,None,0,None,0,None,constant,None,None,new, supplycurve_egs.csv,.csv,1,None,9999,None,9999,0,constant,None,None,new, supplycurve_geohydro.csv,.csv,1,None,9999,None,9999,0,constant,None,None,new, +supplycurve_psh.csv,.csv,1,None,9999,None,9999,0,constant,None,None,new, supplycurve_upv.csv,.csv,1,None,9999,None,9999,0,constant,None,None,new, supplycurve_wind-ofs.csv,.csv,1,None,9999,None,9999,0,constant,None,None,new, supplycurve_wind-ons.csv,.csv,1,None,9999,None,9999,0,constant,None,None,new, diff --git a/postprocessing/bokehpivot/reeds2.py b/postprocessing/bokehpivot/reeds2.py index ee1413e50..532ee9358 100644 --- a/postprocessing/bokehpivot/reeds2.py +++ b/postprocessing/bokehpivot/reeds2.py @@ -1104,6 +1104,27 @@ def pre_runtime(dictin, **kw): return df +def cumulative_capacity(dfs, **kw): + df = dfs['cap'].copy() + myears = [int(x) for x in dfs['modelyears'].columns.tolist()] + # Scale capacity to GW + df[kw['cumulated_col']] *= kw['scale_factor'] + df = df.set_index(kw['index']) + other_levels = [x for x in df.index.names if x != 'year'] + if other_levels: + other_vals = df.index.droplevel('year').unique() + new_idx = pd.MultiIndex.from_product( + [*[other_vals.get_level_values(lvl).unique() for lvl in other_levels], myears], + names=other_levels + ['year'] + ) + else: + new_idx = pd.Index(myears, name='year') + df = df.reindex(new_idx, fill_value=0).reset_index() + # Calculate cumulative capacity + df[f'Cumulative {kw['cumulated_col']}'] = df.groupby(kw['group_cols'])[kw['cumulated_col']].cumsum() + + return df + def net_co2(dfs, **kw): co2 = dfs['emit'].copy() co2 = co2[co2['e']=='CO2e'] @@ -1504,6 +1525,33 @@ def pre_spur(dfs, **kw): } ), + ('New Capacity BA (GW)', + {'sources': [ + {'name':'cap', 'file':'cap_new_out', 'columns': ['tech', 'rb', 'year', 'Capacity (GW)']}, + {'name':'modelyears', 'file':'../inputs_case/modeledyears.csv'}, + ], + 'preprocess': [ + {'func': cumulative_capacity, 'args': {'scale_factor': .001, 'index': ['tech','rb','year'], 'group_cols': ['tech','rb'], 'cumulated_col':'Capacity (GW)'}} + ], + 'index': ['tech', 'rb', 'year'], + 'presets': collections.OrderedDict(( + ('Stacked Area',{'x':'year', 'y':'Capacity (GW)', 'series':'tech', 'explode':'scenario', 'chart_type':'Area'}), + ('Stacked Bars',{'x':'year', 'y':'Capacity (GW)', 'series':'tech', 'explode':'scenario', 'chart_type':'Bar', 'bar_width':'1.75'}), + ('Stacked Bars Cumulative',{'x':'year', 'y':'Cumulative Capacity (GW)', 'series':'tech', 'explode':'scenario', 'chart_type':'Bar', 'bar_width':'1.75'}), + ('Stacked Bars by State',{'x':'year', 'y':'Capacity (GW)', 'series':'tech', 'explode':'scenario', 'explode_group':'st', 'chart_type':'Bar', 'bar_width':'1.75', 'sync_axes':'No'}), + ('Explode By Tech',{'x':'year', 'y':'Capacity (GW)', 'series':'scenario', 'explode':'tech', 'chart_type':'Line'}), + ('PCA Map Final by Tech',{'x':'rb', 'y':'Capacity (GW)', 'explode':'scenario', 'explode_group':'tech', 'chart_type':'Area Map', 'filter': {'year':'last'}}), + ('State Map Final by Tech',{'x':'st', 'y':'Capacity (GW)', 'explode':'scenario', 'explode_group':'tech', 'chart_type':'Area Map', 'filter': {'year':'last'}}), + ('State Map 2025-2050 Cumulative',{'x':'st', 'y':'Cumulative Capacity (GW)', 'explode':'scenario', 'explode_group':'year', 'chart_type':'Area Map', + 'filter':{'year':['2025','2050']}, + 'adv_op':'Difference', 'adv_col':'year', 'adv_col_base':'2025', + 'plot_title':' ' + } + ) + )), + } + ), + ('Annual Retirements National (GW)', {'file':'ret_ann_nat', 'columns': ['tech', 'year', 'Capacity (GW)'], diff --git a/reeds/core/setup/b_inputs.gms b/reeds/core/setup/b_inputs.gms index 1e1093e2a..becc19253 100644 --- a/reeds/core/setup/b_inputs.gms +++ b/reeds/core/setup/b_inputs.gms @@ -1416,9 +1416,6 @@ $onlisting **rsc_dat adjustments (see additional adjustments to m_rsc_dat further below) -*need to adjust units for pumped hydro costs from $ / KW to $ / MW -rsc_dat("pumped-hydro",r,"cost",rscbin) = rsc_dat("pumped-hydro",r,"cost",rscbin) * 1000 ; - *need to adjust units for hydro costs from $ / KW to $ / MW rsc_dat(i,r,"cost",rscbin)$hydro(i) = rsc_dat(i,r,"cost",rscbin) * 1000 ; diff --git a/reeds/input_processing/runfiles.csv b/reeds/input_processing/runfiles.csv index e22922330..eabee9e8d 100644 --- a/reeds/input_processing/runfiles.csv +++ b/reeds/input_processing/runfiles.csv @@ -202,8 +202,6 @@ plantchar_upgrades.csv,inputs/upgrades/{upgradescen}.csv,sw.upgradescen != 'defa plantchar_upv.csv,inputs/plant_characteristics/{plantchar_upv}.csv,1,ignore,ignore,,,,,0,,,,,,used to define plantcharout.csv prepost.csv,inputs/sets/prepost.csv,1,ignore,ignore,,,,,,,,set,prepost,defines pre-2010 versus post-2010 years, psh_supply_curves_duration.csv,inputs/storage/PSH_supply_curves_durations.csv,int(sw.GSw_Storage) != 0,ignore,ignore,,,,,0,,1,,,, -psh_supply_curves_capacity.csv,inputs/supply_curve/PSH_supply_curves_capacity_{pshsupplycurve}.csv,int(sw.GSw_Storage) != 0,sum,geosize,r,wide,,1,0,,,,,, -psh_supply_curves_cost.csv,inputs/supply_curve/PSH_supply_curves_cost_{pshsupplycurve}.csv,int(sw.GSw_Storage) != 0,mean,uniform,r,wide,,1,0,,,,,, pvb_agg.csv,inputs/sets/pvb_agg.csv,1,ignore,ignore,,,,,0,,,set,pvb_agg,crosswalk between hybrid pv+battery configurations and technology options, pvb_config.csv,inputs/sets/pvb_config.csv,1,ignore,ignore,,,,,,,,set,pvb_config,set of hybrid pv+battery configurations, ramprate.csv,inputs/plant_characteristics/ramprate.csv,int(sw.GSw_OpRes) != 0,ignore,ignore,,,,,0,,,,,, @@ -224,6 +222,7 @@ storage_mandates.csv,inputs/state_policies/storage_mandates.csv,int(sw.GSw_Batte stressperiods_user.csv,inputs/temporal/stressperiods_{GSw_PRM_StressModel}.csv,sw.GSw_PRM_StressModel == 'user*',ignore,ignore,,,,,,,,,,, supply_chain_adjust.csv,inputs/financials/supply_chain_adjust.csv,1,ignore,ignore,,,,,0,,,,,, supplycurve_egs.csv,inputs/supply_curve/supplycurve_egs-reference.csv,int(sw.GSw_Geothermal) != 0,ignore,ignore,region,,,,0,,,,,,No fix_col (only region_col) because this is an intermediate input file +supplycurve_psh.csv,inputs/supply_curve/supplycurve_psh-{pshsupplycurve}.csv,int(sw.GSw_Storage) != 0,ignore,ignore,region,,,,0,,,,,,No fix_col (only region_col) because this is an intermediate input file supplycurve_upv.csv,inputs/supply_curve/supplycurve_upv-{GSw_SitingUPV}.csv,1,ignore,ignore,region,,,,0,,,,,,No fix_col (only region_col) because this is an intermediate input file supplycurve_wind-ofs.csv,inputs/supply_curve/supplycurve_wind-ofs-{GSw_SitingWindOfs}.csv,int(sw.GSw_OfsWind) != 0,ignore,ignore,region,,,,0,,,,,,No fix_col (only region_col) because this is an intermediate input file supplycurve_wind-ons.csv,inputs/supply_curve/supplycurve_wind-ons-{GSw_SitingWindOns}.csv,1,ignore,ignore,region,,,,0,,,,,,No fix_col (only region_col) because this is an intermediate input file diff --git a/reeds/input_processing/writesupplycurves.py b/reeds/input_processing/writesupplycurves.py index 1a6aa4d49..3b4ff1c80 100644 --- a/reeds/input_processing/writesupplycurves.py +++ b/reeds/input_processing/writesupplycurves.py @@ -82,20 +82,55 @@ def get_exog_outputs(inputs_case, tech, dfsc): def agg_supplycurve( - scpath, - inputs_case, - numbins_tech, - bin_method='equal_cap_cut', - bin_col='supply_curve_cost_per_mw', - deflate=None, -): + scpath: str, + inputs_case: str, + numbins_tech: int, + bin_method: str = 'equal_cap_cut', + bin_col: str = 'supply_curve_cost_per_mw', + psh_cutoff: int = 4e6, + deflate: float | None = None, +) -> tuple[pd.DataFrame, pd.DataFrame]: """ + Supply curve assembly script: + - Assembles supply curve (add interconnection costs) + - Converts and recalculates costs in 2004$ + - (PSH only) Clips costs at specified cutoff cost per MW (in 2004$/MW) + - Assign and aggregate supply curve bins + + Parameters + ---------- + scpath + Path to supply curve file + inputs_case + Path to inputs case + numbins_tech + Number of supply curve bins for a given technology + bin_method + Binning method used for supply curve bin assignment + bin_col + Column for which the bin_method is applied for supply curve bin assignment + psh_cutoff + Upper limit cost per MW (in 2004$/MW) retained for PSH supply curves + deflate + Multiplier used to deflate supply curve costs from one dollaryear to another + + Returns + ------- + pd.DataFrame + Non-aggregated, binned supply curve capacity and cosst + pd.DataFrame + Aggregated, binned supply curve capacity and cosst + """ + psh = bool('psh' in os.path.basename(scpath)) + if psh: + print('Assembling PSH supply curve') ### Get inputs dfin = reeds.io.assemble_supplycurve( scfile=scpath, case=os.path.dirname(os.path.normpath(inputs_case)), - ).reset_index().drop(columns=['FIPS','cf'], errors='ignore') + skip_if_complete=True, + ).reset_index().drop(columns=['FIPS','cf','index'], errors='ignore') ## Convert dollar year and recalculate total cost transcost_cols = [c for c in dfin if 'cost' in c] dfin.loc[:, transcost_cols] *= deflate['interconnection'] @@ -104,10 +139,16 @@ def agg_supplycurve( dfin['supply_curve_cost_per_mw'] = dfin[ ['capital_adder_per_mw', 'cost_total_trans_usd_per_mw'] ].sum(axis=1) + + if psh: + ### Remove costs above psh_cutoff [in 2004$/MW] + dfin = dfin.loc[dfin['supply_curve_cost_per_mw']<=psh_cutoff].copy() + ### Define the aggregation settings ## Cost and distance are weighted averages, with capacity as the weighting factor aggs = {'capacity': 'sum', 'sc_point_gid': list} - index_cols = ['region', 'class', 'bin'] + index_cols = ['region', 'bin'] if psh else ['region', 'class', 'bin'] + groupby_cols = ['region'] if psh else ['region', 'class'] aggs = { col: aggs.get(col, wm(dfin)) for col in dfin if col not in index_cols @@ -119,9 +160,9 @@ def agg_supplycurve( else: dfin = ( dfin - .groupby(['region','class'], sort=False, group_keys=True) + .groupby(groupby_cols, sort=False, group_keys=True) .apply(reeds.inputs.get_bin, numbins_tech, bin_method, bin_col) - .reset_index(level=['region','class']) + .reset_index(level=groupby_cols) .sort_values('sc_point_gid') ) ### Aggregate it @@ -155,6 +196,7 @@ def main( "csp": int(sw.numbins_csp), "geohydro": int(sw.numbins_geohydro_allkm), "egs": int(sw.numbins_egs_allkm), + "psh": int(sw.numbins_psh), } val_r_all = pd.read_csv( @@ -754,31 +796,46 @@ def main( # -- Pumped Storage Hydropower -- # ######################################### + ''' + Similar to wind and PV, we want to read in site-level (lat/long) supply curve data, + map these sites to their nearest-distance reV GIDs, then use the reV sites' interconnection + cost data to construct site-level PSH supply curves. + ''' if int(sw["GSw_Storage"]): - # Input processing currently assumes that cost data in CSV file is in 2004$ - psh_cap = pd.read_csv(os.path.join(inputs_case, "psh_supply_curves_capacity.csv")) - psh_cost = pd.read_csv(os.path.join(inputs_case, "psh_supply_curves_cost.csv")) - psh_durs = pd.read_csv( - os.path.join(inputs_case, "psh_supply_curves_duration.csv"), header=0 + _, psh = agg_supplycurve( + scpath = os.path.join(inputs_case, 'supplycurve_psh.csv'), + inputs_case=inputs_case, + numbins_tech=numbins['psh'], + bin_method='equal_cap_cut', + bin_col='supply_curve_cost_per_mw', + psh_cutoff=4e6, + deflate=deflate, ) - - psh_cap = pd.melt(psh_cap, id_vars=["r"]) - psh_cost = pd.melt(psh_cost, id_vars=["r"]) - - # Convert dollar year - psh_cost[psh_cost.select_dtypes(include=["number"]).columns] *= deflate["PSHcostn"] - - psh_cap["var"] = "cap" - psh_cost["var"] = "cost" - - psh_out = pd.concat([psh_cap, psh_cost]).fillna(0) - psh_out["tech"] = "pumped-hydro" - psh_out["variable"] = psh_out.variable.map(lambda x: x.replace("pshclass", "bin")) - psh_out = psh_out[hyddat.columns].copy() + # Normalize formatting + psh = psh.reset_index() + psh['bin'] = 'bin' + psh['bin'].astype(str) + # Isolate only supply curve capacity and cost + dict_capcost_col = {'cap':'capacity','cost':'supply_curve_cost_per_mw'} + psh_out = pd.concat( + { + c: psh.pivot( + columns='bin', values=dict_capcost_col[c], index=['region'] + ).fillna(0) + .assign(tech='pumped-hydro',var=c) + .reset_index() + for c in dict_capcost_col + } + ) + # Pivot with bins in long format and append to output dataframe + psh_out = pd.melt(psh_out, id_vars=['region','tech','var']) + psh_out.rename(columns={'region':'r','bin':'variable'}, inplace=True) allout_list.append(psh_out) if write: # Select storage duration correponding to the supply curve + psh_durs = pd.read_csv( + os.path.join(inputs_case, "psh_supply_curves_duration.csv"), header=0 + ) psh_dur_out = psh_durs[psh_durs["pshsupplycurve"] == pshsupplycurve]["duration"] psh_dur_out.to_csv( os.path.join(inputs_case, "psh_sc_duration.csv"), index=False, header=False diff --git a/reeds/io.py b/reeds/io.py index 70ae5c611..a6df6b48e 100644 --- a/reeds/io.py +++ b/reeds/io.py @@ -12,6 +12,7 @@ from pathlib import Path from typing import Literal from pandas.api.types import is_float_dtype +from shapely.geometry import Point sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) import reeds @@ -1536,11 +1537,8 @@ def assemble_supplycurve( if scfile is None: offshore = False else: - offshore = ( - True if ('wind-ofs' in os.path.basename(scfile)) or (scfile == 'offshore') - else False - ) - ### Get interconnection cost + offshore = bool('wind-ofs' in os.path.basename(scfile) or scfile == 'offshore') + psh = bool('psh' in os.path.basename(scfile)) fpath_interconnection = os.path.join( reeds_path, 'inputs', 'supply_curve', ('interconnection_offshore.h5' if offshore else 'interconnection_land.h5') @@ -1550,20 +1548,34 @@ def assemble_supplycurve( return interconnection_cost ### Get supply curve - dfin = floatify(pd.read_csv(scfile, index_col='sc_point_gid')) + dfin = floatify(pd.read_csv(scfile)) + if 'sc_point_gid' in dfin.columns: + dfin = dfin.set_index('sc_point_gid') ## If derived columns are already in file, it's already been assembled, so stop here if 'supply_curve_cost_per_mw' in dfin: ## Rebuild it if not aggregating if skip_if_complete: return dfin else: - dfin = dfin[['class', 'capacity', 'capital_adder_per_mw', 'cf']].copy() + if psh: + dfin = dfin[['capacity', 'capital_adder_per_mw']].copy() + else: + dfin = dfin[['class', 'capacity', 'capital_adder_per_mw', 'cf']].copy() county2zone = reeds.io.get_county2zone(case if agg else None, **kwargs) ### Combine dfout = dfin.copy() - dfout = dfout.merge(interconnection_cost, how='left', left_index=True, right_index=True) + if psh: + # PSH supply curves need to be mapped to nearest sc_point_gid using lat/lon of lower reservoir + geometry_psh = [Point(xy) for xy in zip(dfout['low_reservoir_longitude'], dfout['low_reservoir_latitude'])] + gdf_psh = gpd.GeoDataFrame(dfout, crs='EPSG:5070', geometry=geometry_psh) + geometry_ic = [Point(xy) for xy in zip(interconnection_cost['longitude'], interconnection_cost['latitude'])] + gdf_ic = gpd.GeoDataFrame(interconnection_cost.reset_index(), crs='EPSG:5070', geometry=geometry_ic) + gdf_psh_ic = gpd.sjoin_nearest(gdf_psh, gdf_ic, how='left') + dfout = pd.DataFrame(gdf_psh_ic).drop(columns=['geometry','index_right']) + else: + dfout = dfout.merge(interconnection_cost, how='left', left_index=True, right_index=True) dfout['region'] = dfout.FIPS.map(county2zone) ## Keep either meshed or radial data for offshore if offshore: