From 9867ade4ce6ee9bbcec16aab73acad17f9c15fc9 Mon Sep 17 00:00:00 2001 From: adrivinca Date: Tue, 10 Dec 2024 11:51:21 +0100 Subject: [PATCH 1/7] Fix nuc_lc set config --- message_ix_models/data/water/set.yaml | 29 ++++++++------------------- 1 file changed, 8 insertions(+), 21 deletions(-) diff --git a/message_ix_models/data/water/set.yaml b/message_ix_models/data/water/set.yaml index 18618e35f..ff6773389 100644 --- a/message_ix_models/data/water/set.yaml +++ b/message_ix_models/data/water/set.yaml @@ -50,6 +50,7 @@ cooling: - cooling__loil_cc - cooling__loil_ppl - cooling__nuc_hc + - cooling__nuc_lc - cooling__solar_th_ppl - cooling__csp_sm1_ppl - cooling__csp_sm3_ppl @@ -94,105 +95,87 @@ cooling: - extract__saline_supply - bio_hpl__ot_fresh - bio_hpl__cl_fresh - - bio_hpl__cl_fresh - bio_hpl__ot_saline - bio_hpl__air - bio_istig__ot_fresh - bio_istig__cl_fresh - - bio_istig__cl_fresh - bio_istig__ot_saline - bio_istig__air - bio_istig_ccs__ot_fresh - bio_istig_ccs__cl_fresh - - bio_istig_ccs__cl_fresh - bio_istig_ccs__ot_saline - bio_istig_ccs__air - bio_ppl__ot_fresh - bio_ppl__cl_fresh - - bio_ppl__cl_fresh - bio_ppl__ot_saline - bio_ppl__air - coal_adv__ot_fresh - coal_adv__cl_fresh - - coal_adv__cl_fresh - coal_adv__ot_saline - coal_adv__air - coal_adv_ccs__ot_fresh - coal_adv_ccs__cl_fresh - - coal_adv_ccs__cl_fresh - coal_adv_ccs__ot_saline - coal_ppl__ot_fresh - coal_ppl__cl_fresh - - coal_ppl__cl_fresh - coal_ppl__ot_saline - coal_ppl__air - coal_ppl_u__ot_fresh - coal_ppl_u__cl_fresh - - coal_ppl_u__cl_fresh - coal_ppl_u__ot_saline - coal_ppl_u__air - foil_hpl__ot_fresh - foil_hpl__cl_fresh - - foil_hpl__cl_fresh - foil_hpl__ot_saline - foil_hpl__air - foil_ppl__ot_fresh - foil_ppl__cl_fresh - - foil_ppl__cl_fresh - foil_ppl__ot_saline - foil_ppl__air - gas_cc__ot_fresh - gas_cc__cl_fresh - - gas_cc__cl_fresh - gas_cc__ot_saline - gas_cc__air - gas_cc_ccs__ot_fresh - gas_cc_ccs__cl_fresh - - gas_cc_ccs__cl_fresh - gas_cc_ccs__ot_saline - gas_hpl__ot_fresh - gas_hpl__cl_fresh - - gas_hpl__cl_fresh - gas_hpl__ot_saline - gas_hpl__air - gas_ppl__ot_fresh - gas_ppl__cl_fresh - - gas_ppl__cl_fresh - gas_ppl__ot_saline - gas_ppl__air - geo_hpl__ot_fresh - geo_hpl__cl_fresh - - geo_hpl__cl_fresh - geo_hpl__ot_saline - geo_hpl__air - geo_ppl__ot_fresh - geo_ppl__cl_fresh - - geo_ppl__cl_fresh - geo_ppl__ot_saline - geo_ppl__air - igcc__ot_fresh - igcc__cl_fresh - - igcc__cl_fresh - igcc__ot_saline - igcc__air - igcc_ccs__ot_fresh - igcc_ccs__cl_fresh - - igcc_ccs__cl_fresh - igcc_ccs__ot_saline - loil_cc__ot_fresh - loil_cc__cl_fresh - - loil_cc__cl_fresh - loil_cc__ot_saline - loil_cc__air - loil_ppl__ot_fresh - loil_ppl__cl_fresh - - loil_ppl__cl_fresh - loil_ppl__ot_saline - loil_ppl__air - nuc_hc__ot_fresh - nuc_hc__cl_fresh - - nuc_hc__cl_fresh - nuc_hc__ot_saline + - nuc_lc__ot_fresh + - nuc_lc__cl_fresh + - nuc_lc__ot_saline - solar_th_ppl__ot_fresh - solar_th_ppl__cl_fresh - solar_th_ppl__ot_saline @@ -363,6 +346,10 @@ cooling: - nuc_hc__cl_fresh - nuc_hc__ot_saline - nuc_hc__air + - nuc_lc__ot_fresh + - nuc_lc__cl_fresh + - nuc_lc__ot_saline + - nuc_lc__air - solar_th_ppl__ot_fresh - solar_th_ppl__cl_fresh - solar_th_ppl__ot_saline From f83cc85dc4b962672cc7b6b2b41d7438df29a3d0 Mon Sep 17 00:00:00 2001 From: adrivinca Date: Tue, 10 Dec 2024 11:51:47 +0100 Subject: [PATCH 2/7] Pre-filter remove.set to speed up the build process --- message_ix_models/model/water/build.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/message_ix_models/model/water/build.py b/message_ix_models/model/water/build.py index 0cdbbcc08..660f0495b 100644 --- a/message_ix_models/model/water/build.py +++ b/message_ix_models/model/water/build.py @@ -334,6 +334,16 @@ def get_spec(context: Context) -> Mapping[str, ScenarioInfo]: # Sets to add add.set[set_name].extend(config) + # clean the remove.set from things that are actually not in the scenario + # this saves building time significantly, as remove is slow + scen = context.get_scenario() + for category, elements in ((k, v) for k, v in remove.set.items() if k != "unit"): + # Get the corresponding set from the scenario + scen_set = scen.set(category) + + # Filter elements to keep only those present in the scenario set + remove.set[category] = [elem for elem in elements if elem in scen_set.values] + return dict(require=require, remove=remove, add=add) From 00a8c2ace077f94386c6571fea070a7e8fbd2a97 Mon Sep 17 00:00:00 2001 From: adrivinca Date: Thu, 12 Dec 2024 08:24:09 +0100 Subject: [PATCH 3/7] Add initial activity and other constraints from parent techs --- .../model/water/data/water_for_ppl.py | 43 +++++++++++++++++++ 1 file changed, 43 insertions(+) diff --git a/message_ix_models/model/water/data/water_for_ppl.py b/message_ix_models/model/water/data/water_for_ppl.py index 6c9215bcc..8cafcd5f2 100644 --- a/message_ix_models/model/water/data/water_for_ppl.py +++ b/message_ix_models/model/water/data/water_for_ppl.py @@ -951,6 +951,49 @@ def cool_tech(context: "Context") -> dict[str, pd.DataFrame]: results["growth_activity_up"] = g_up + # Extract inand expand some paramenters from parent technologies + init_act_up = scen.par( + "initial_activity_up", {"technology": cooling_df["parent_tech"]} + ) + init_act_lo = scen.par( + "initial_activity_lo", {"technology": cooling_df["parent_tech"]} + ) + soft_act_up = scen.par( + "soft_activity_up", {"technology": cooling_df["parent_tech"]} + ) + soft_act_lo = scen.par( + "soft_activity_lo", {"technology": cooling_df["parent_tech"]} + ) + lc_act_up = scen.par( + "level_cost_activity_soft_up", {"technology": cooling_df["parent_tech"]} + ) + lc_act_lo = scen.par( + "level_cost_activity_soft_lo", {"technology": cooling_df["parent_tech"]} + ) + g_lo = scen.par("growth_activity_lo", {"technology": cooling_df["parent_tech"]}) + + list_params = [ + (init_act_up, "initial_activity_up"), + (init_act_lo, "initial_activity_lo"), + (soft_act_up, "soft_activity_up"), + (soft_act_lo, "soft_activity_lo"), + (lc_act_up, "level_cost_activity_soft_up"), + (lc_act_lo, "level_cost_activity_soft_lo"), + (g_lo, "growth_activity_lo"), + ] + + # Expand initial activity bounds for cooling technologies + for suffix in ["__ot_fresh", "__cl_fresh", "__air", "__ot_saline"]: + # Copy the initial bounds for each cooling type + for df, param_name in list_params: + df_add = df.copy() + df_add["technology"] = df_add["technology"] + suffix + results[param_name] = ( + pd.concat([results[param_name], df_add], ignore_index=True) + if param_name in results + else df_add + ) + # add share constraints for cooling technologies based on SSP assumptions df_share = cooling_shares_SSP_from_yaml(context) From 3b623713f3313e86446c947d4f45efb13c78292a Mon Sep 17 00:00:00 2001 From: adrivinca Date: Thu, 12 Dec 2024 08:26:50 +0100 Subject: [PATCH 4/7] Revert 2020 input reading for scenario compatibility some calibration scenarios run 2020 and 2025 free, the previous code should in theory no break, but it is safer to look at fully historical years --- message_ix_models/model/water/data/water_for_ppl.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/message_ix_models/model/water/data/water_for_ppl.py b/message_ix_models/model/water/data/water_for_ppl.py index 8cafcd5f2..f908f8e1f 100644 --- a/message_ix_models/model/water/data/water_for_ppl.py +++ b/message_ix_models/model/water/data/water_for_ppl.py @@ -709,8 +709,8 @@ def cool_tech(context: "Context") -> dict[str, pd.DataFrame]: # Combine technology name to get full cooling tech names cost["technology"] = cost["utype"] + "__" + cost["cooling"] # Filtering out 2010 data to use for historical values - input_cool_2020 = input_cool[ - (input_cool["year_act"] == 2020) & (input_cool["year_vtg"] == 2020) + input_cool_2015 = input_cool[ + (input_cool["year_act"] == 2015) & (input_cool["year_vtg"] == 2015) ] # Filter out columns that contain 'mix' in column name columns = [col for col in cost.columns if "mix_" in col] @@ -720,7 +720,7 @@ def cool_tech(context: "Context") -> dict[str, pd.DataFrame]: search_cols = [ col for col in cost.columns if context.regions in col or "technology" in col ] - hold_df = input_cool_2020[ + hold_df = input_cool_2015[ ["node_loc", "technology_name", "cooling_fraction"] ].drop_duplicates() search_cols_cooling_fraction = [col for col in search_cols if col != "technology"] From daed1064fc3c9a287f2fd3f216c719b3c4a99e68 Mon Sep 17 00:00:00 2001 From: adrivinca Date: Wed, 18 Dec 2024 13:59:22 +0100 Subject: [PATCH 5/7] Fixing at least 1 tech within shares of cooling tecs Move adjustment at the end of the script, for all technologies --- .../cooltech_cost_and_shares_ssp_msg_R11.csv | 216 +++++++++--------- .../cooltech_cost_and_shares_ssp_msg_R12.csv | 216 +++++++++--------- .../calculate_ppl_cooling_technology_shares.R | 78 ++++--- 3 files changed, 258 insertions(+), 252 deletions(-) diff --git a/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R11.csv b/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R11.csv index dc30ed953..2e6869ff0 100644 --- a/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R11.csv +++ b/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R11.csv @@ -1,161 +1,161 @@ "utype","cooling","investment_million_USD_per_MW_low","investment_million_USD_per_MW_mid","investment_million_USD_per_MW_high","mix_R11_AFR","mix_R11_CPA","mix_R11_EEU","mix_R11_FSU","mix_R11_LAM","mix_R11_MEA","mix_R11_NAM","mix_R11_PAO","mix_R11_PAS","mix_R11_SAS","mix_R11_WEU","utype_pl" -"bio_hpl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"0" +"bio_hpl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327,"0" "bio_hpl","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,0.924710333293506,0.510667330936194,"0" +"bio_hpl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"0" "bio_hpl","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0.022447660541698,0.248983975729525,"0" -"bio_hpl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327,"0" -"bio_istig","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"0" +"bio_istig","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327,"0" "bio_istig","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,0.924710333293506,0.510667330936194,"0" +"bio_istig","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"0" "bio_istig","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0.022447660541698,0.248983975729525,"0" -"bio_istig","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327,"0" -"bio_istig_ccs","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"0" "bio_istig_ccs","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,0.924710333293506,0.510667330936194,"0" +"bio_istig_ccs","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"0" "bio_istig_ccs","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0.022447660541698,0.248983975729525,"0" -"bio_ppl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"bio_ppl" +"bio_ppl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327,"bio_ppl" "bio_ppl","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,0.924710333293506,0.510667330936194,"bio_ppl" +"bio_ppl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648,"bio_ppl" "bio_ppl","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0.022447660541698,0.248983975729525,"bio_ppl" -"bio_ppl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327,"bio_ppl" -"coal_adv","ot_fresh",2e-04,4e-04,6e-04,0,0.124786281164672,0,0,0,0,0.216512901038756,0,0,0,0.0736123085085218,"coal_adv" +"coal_adv","air",0.16,0.22,0.35,0,0.0808941740883456,0,0,0,0,0.0102158815097279,0,0,0,0,"coal_adv" "coal_adv","cl_fresh",0.05,0.1,0.15,1,0.347870467246791,1,1,1,1,0.748827852180679,0,0.142857142857143,0.377358490566038,0.583128854698587,"coal_adv" +"coal_adv","ot_fresh",2e-04,4e-04,6e-04,0,0.124786281164672,0,0,0,0,0.216512901038756,0,0,0,0.0736123085085218,"coal_adv" "coal_adv","ot_saline",2e-04,3e-04,5e-04,0,0.446449077500191,0,0,0,0,0.0244433652708367,1,0.857142857142857,0.622641509433962,0.343258836792891,"coal_adv" -"coal_adv","air",0.16,0.22,0.35,0,0.0808941740883456,0,0,0,0,0.0102158815097279,0,0,0,0,"coal_adv" -"coal_adv_ccs","ot_fresh",2e-04,4e-04,6e-04,0,0.124786281164672,0,0,0,0,0.216512901038756,0,0,0,0.0736123085085218,"0" "coal_adv_ccs","cl_fresh",0.11,0.16,0.2,1,0.347870467246791,1,1,1,1,0.748827852180679,0,0.142857142857143,0.377358490566038,0.583128854698587,"0" +"coal_adv_ccs","ot_fresh",2e-04,4e-04,6e-04,0,0.124786281164672,0,0,0,0,0.216512901038756,0,0,0,0.0736123085085218,"0" "coal_adv_ccs","ot_saline",2e-04,3e-04,5e-04,0,0.446449077500191,0,0,0,0,0.0244433652708367,1,0.857142857142857,0.622641509433962,0.343258836792891,"0" -"coal_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0.0504144208275536,0.183393393882208,0.439796810276029,0.00198239592768299,0.00155118632850178,0.172273067989512,0.002354363363024,0,0.000450538131960366,0.0592965674883989,"coal_ppl" +"coal_ppl","air",0.16,0.22,0.35,0,0.0881868498333754,0.00752616523853306,0,0,0.00155118632850178,0.00863261928094671,0.0536728990451624,0,0,0,"coal_ppl" "coal_ppl","cl_fresh",0.05,0.1,0.15,0.983803794539565,0.652548673961048,0.808992927329974,0.560203189723971,0.608016888427387,0.188635538900933,0.793840537544916,0.230844306971576,0.275122385597623,0.959918489460326,0.708086934838704,"coal_ppl" +"coal_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0.0504144208275536,0.183393393882208,0.439796810276029,0.00198239592768299,0.00155118632850178,0.172273067989512,0.002354363363024,0,0.000450538131960366,0.0592965674883989,"coal_ppl" "coal_ppl","ot_saline",2e-04,3e-04,5e-04,0.016196205460435,0.208850055378023,8.75135492852681e-05,0,0.39000071564493,0.808262088442064,0.0252537751846245,0.713128430620237,0.724877614402376,0.0396309724077137,0.232616497672897,"coal_ppl" -"coal_ppl","air",0.16,0.22,0.35,0,0.0881868498333754,0.00752616523853306,0,0,0.00155118632850178,0.00863261928094671,0.0536728990451624,0,0,0,"coal_ppl" -"coal_ppl_u","ot_fresh",2e-04,4e-04,6e-04,0,0.0780772842519733,0.241918866041101,0.391438133056198,0.0715563506261181,0,0.423243168049808,0.0158527694076216,0,0.087707645076007,0.041062213340595,"coal_ppl_u" +"coal_ppl_u","air",0.16,0.22,0.35,0.147681681740026,0.091503724466814,0.0219588764983079,0,0,0,0.000698045722621444,0,0,0.00294655643843896,0.0111860536935947,"coal_ppl_u" "coal_ppl_u","cl_fresh",0.11,0.16,0.2,0.846931737597264,0.735589452700163,0.718825709754617,0.591049574213963,0.543629497117869,0.0942334739803094,0.537277145456687,0.62850919110247,0.487143690586578,0.883697268479116,0.667756307614329,"coal_ppl_u" +"coal_ppl_u","ot_fresh",2e-04,4e-04,6e-04,0,0.0780772842519733,0.241918866041101,0.391438133056198,0.0715563506261181,0,0.423243168049808,0.0158527694076216,0,0.087707645076007,0.041062213340595,"coal_ppl_u" "coal_ppl_u","ot_saline",2e-04,3e-04,5e-04,0.00538658066270971,0.0948295385810498,0.0172965477059738,0.0175122927298391,0.384814152256013,0.905766526019691,0.0387816407708831,0.355638039489908,0.512856309413422,0.0256485300064379,0.279995425351481,"coal_ppl_u" -"coal_ppl_u","air",0.16,0.22,0.35,0.147681681740026,0.091503724466814,0.0219588764983079,0,0,0,0.000698045722621444,0,0,0.00294655643843896,0.0111860536935947,"coal_ppl_u" -"foil_hpl","ot_fresh",2e-04,4e-04,6e-04,0,0.0767886688901574,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0974941869386117,0.247173844281414,"0" +"csp_sm1_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res5","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res5","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res5","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res5","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res6","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res6","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res6","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res6","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res7","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm1_res7","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm1_res7","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm3_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm3_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm3_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm3_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm3_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm3_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm3_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm3_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" +"csp_sm3_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" +"csp_sm3_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" 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+"csp_sm3_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" +"foil_hpl","air",0.16,0.22,0.35,0,0,0,0,0.000528227602709456,0.0104993553534571,0,0,0,0,0.00336542627603592,"0" "foil_hpl","cl_fresh",0.05,0.1,0.15,0.546972860125261,0.241820557920389,0.504962738244411,0.469868082226695,0.420414148048111,0.242090736169007,0.236764366223667,0.0887404490481201,0.089093302258192,0.385709901679591,0.170787939453351,"0" +"foil_hpl","ot_fresh",2e-04,4e-04,6e-04,0,0.0767886688901574,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0974941869386117,0.247173844281414,"0" "foil_hpl","ot_saline",2e-04,3e-04,5e-04,0.453027139874739,0.681390773189454,0.151685022752753,0.00650360774456641,0.555850825003477,0.646833484618098,0.677859003037566,0.910747517631855,0.851451707913185,0.516795911381797,0.578672789989199,"0" -"foil_hpl","air",0.16,0.22,0.35,0,0,0,0,0.000528227602709456,0.0104993553534571,0,0,0,0,0.00336542627603592,"0" -"foil_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0.0767886688901574,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0974941869386117,0.247173844281414,"foil_ppl" +"foil_ppl","air",0.16,0.22,0.35,0,0,0,0,0.000528227602709456,0.0104993553534571,0,0,0,0,0.00336542627603592,"foil_ppl" "foil_ppl","cl_fresh",0.05,0.1,0.15,0.546972860125261,0.241820557920389,0.504962738244411,0.469868082226695,0.420414148048111,0.242090736169007,0.236764366223667,0.0887404490481201,0.089093302258192,0.385709901679591,0.170787939453351,"foil_ppl" +"foil_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0.0767886688901574,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0974941869386117,0.247173844281414,"foil_ppl" "foil_ppl","ot_saline",2e-04,3e-04,5e-04,0.453027139874739,0.681390773189454,0.151685022752753,0.00650360774456641,0.555850825003477,0.646833484618098,0.677859003037566,0.910747517631855,0.851451707913185,0.516795911381797,0.578672789989199,"foil_ppl" -"foil_ppl","air",0.16,0.22,0.35,0,0,0,0,0.000528227602709456,0.0104993553534571,0,0,0,0,0.00336542627603592,"foil_ppl" -"gas_cc","ot_fresh",1e-04,2e-04,3e-04,0,0.0304797215553961,0.20853817483365,0.187079268921897,0.0636185436753333,0.0628268045467667,0.0269909295489848,0,0,0.0201427997339085,0.0733376607295029,"gas_cc" +"gas_cc","air",0.1,0.14,0.2,0.150772710139465,0.00671839367469663,0.0481945512014339,0.0197883976860929,0.135974611598991,0.0773541551701179,0.127298962485385,0.00830057387957207,0.0387438634584077,0.0311728499027436,0.148063034475772,"gas_cc" 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"solar_th_ppl","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"solar_th_ppl","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"solar_th_ppl" -"csp_sm1_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm1_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm1_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm1_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm1_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm1_res5","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res5","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res5","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res5","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm1_res6","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res6","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res6","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res6","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm1_res7","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res7","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm1_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res7","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res5","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res5","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res5","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res5","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res6","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res6","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res6","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res6","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" -"csp_sm3_res7","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res7","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,0.999377627025213,"0" -"csp_sm3_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res7","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0.000622372974787226,"0" diff --git a/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R12.csv b/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R12.csv index 72956ca2b..65cbf3cb9 100644 --- a/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R12.csv +++ b/message_ix_models/data/water/ppl_cooling_tech/cooltech_cost_and_shares_ssp_msg_R12.csv @@ -1,161 +1,161 @@ "utype","cooling","investment_million_USD_per_MW_low","investment_million_USD_per_MW_mid","investment_million_USD_per_MW_high","mix_R12_AFR","mix_R12_CHN","mix_R12_EEU","mix_R12_FSU","mix_R12_LAM","mix_R12_MEA","mix_R12_NAM","mix_R12_PAO","mix_R12_PAS","mix_R12_RCPA","mix_R12_SAS","mix_R12_WEU","utype_pl" -"bio_hpl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"0" +"bio_hpl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327,"0" "bio_hpl","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,1,0.924710333293506,0.510667330936194,"0" +"bio_hpl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"0" "bio_hpl","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0,0.022447660541698,0.248983975729525,"0" -"bio_hpl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327,"0" -"bio_istig","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"0" +"bio_istig","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327,"0" "bio_istig","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,1,0.924710333293506,0.510667330936194,"0" +"bio_istig","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"0" "bio_istig","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0,0.022447660541698,0.248983975729525,"0" -"bio_istig","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327,"0" -"bio_istig_ccs","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"0" "bio_istig_ccs","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,1,0.924710333293506,0.510667330936194,"0" +"bio_istig_ccs","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"0" "bio_istig_ccs","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0,0.022447660541698,0.248983975729525,"0" -"bio_ppl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"bio_ppl" +"bio_ppl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327,"bio_ppl" "bio_ppl","cl_fresh",0.05,0.1,0.15,0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,1,0.924710333293506,0.510667330936194,"bio_ppl" +"bio_ppl","ot_fresh",2e-04,4e-04,6e-04,0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648,"bio_ppl" "bio_ppl","ot_saline",2e-04,3e-04,5e-04,0.204765450483991,0,0.00452621811845113,0.0559085133418043,0.0709133136584878,0,0.0783527662349528,0.197152544222885,0.111791299668077,0,0.022447660541698,0.248983975729525,"bio_ppl" -"bio_ppl","air",0.16,0.22,0.35,0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327,"bio_ppl" -"coal_adv","ot_fresh",2e-04,4e-04,6e-04,0,0.153315566703245,0,0,0,0,0.216512901038756,0,0,0,0,0.0736123085085218,"coal_adv" +"coal_adv","air",0.16,0.22,0.35,0,0.0993886189057846,0,0,0,0,0.0102158815097279,0,0,0,0,0,"coal_adv" "coal_adv","cl_fresh",0.05,0.1,0.15,1,0.380623922244866,1,1,1,1,0.748827852180679,0,0.142857142857143,0.204607789358201,0.377358490566038,0.583128854698587,"coal_adv" +"coal_adv","ot_fresh",2e-04,4e-04,6e-04,0,0.153315566703245,0,0,0,0,0.216512901038756,0,0,0,0,0.0736123085085218,"coal_adv" "coal_adv","ot_saline",2e-04,3e-04,5e-04,0,0.366671892146104,0,0,0,0,0.0244433652708367,1,0.857142857142857,0.795392210641799,0.622641509433962,0.343258836792891,"coal_adv" -"coal_adv","air",0.16,0.22,0.35,0,0.0993886189057846,0,0,0,0,0.0102158815097279,0,0,0,0,0,"coal_adv" -"coal_adv_ccs","ot_fresh",2e-04,4e-04,6e-04,0,0.153315566703245,0,0,0,0,0.216512901038756,0,0,0,0,0.0736123085085218,"0" "coal_adv_ccs","cl_fresh",0.11,0.16,0.2,1,0.380623922244866,1,1,1,1,0.748827852180679,0,0.142857142857143,0.204607789358201,0.377358490566038,0.583128854698587,"0" +"coal_adv_ccs","ot_fresh",2e-04,4e-04,6e-04,0,0.153315566703245,0,0,0,0,0.216512901038756,0,0,0,0,0.0736123085085218,"0" "coal_adv_ccs","ot_saline",2e-04,3e-04,5e-04,0,0.366671892146104,0,0,0,0,0.0244433652708367,1,0.857142857142857,0.795392210641799,0.622641509433962,0.343258836792891,"0" -"coal_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0.0512372380860356,0.183393393882208,0.439796810276029,0.00198239592768299,0.00155118632850178,0.172273067989512,0.002354363363024,0,0.0311842207842832,0.000450538131960366,0.0592965674883989,"coal_ppl" +"coal_ppl","air",0.16,0.22,0.35,0,0.0919601679398327,0.00752616523853306,0,0,0.00155118632850178,0.00863261928094671,0.0536728990451624,0,0,0,0,"coal_ppl" "coal_ppl","cl_fresh",0.05,0.1,0.15,0.983803794539565,0.666079536249623,0.808992927329974,0.560203189723971,0.608016888427387,0.188635538900933,0.793840537544916,0.230844306971576,0.275122385597623,0.336316623788363,0.959918489460326,0.708086934838704,"coal_ppl" +"coal_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0.0512372380860356,0.183393393882208,0.439796810276029,0.00198239592768299,0.00155118632850178,0.172273067989512,0.002354363363024,0,0.0311842207842832,0.000450538131960366,0.0592965674883989,"coal_ppl" "coal_ppl","ot_saline",2e-04,3e-04,5e-04,0.016196205460435,0.190723057724508,8.75135492852681e-05,0,0.39000071564493,0.808262088442064,0.0252537751846245,0.713128430620237,0.724877614402376,0.632499155427354,0.0396309724077137,0.232616497672897,"coal_ppl" -"coal_ppl","air",0.16,0.22,0.35,0,0.0919601679398327,0.00752616523853306,0,0,0.00155118632850178,0.00863261928094671,0.0536728990451624,0,0,0,0,"coal_ppl" -"coal_ppl_u","ot_fresh",2e-04,4e-04,6e-04,0,0.0801302356714164,0.241918866041101,0.391438133056198,0.0715563506261181,0,0.423243168049808,0.0158527694076216,0,0.0389833611926546,0.087707645076007,0.041062213340595,"coal_ppl_u" +"coal_ppl_u","air",0.16,0.22,0.35,0.147681681740026,0.0963088881937555,0.0219588764983079,0,0,0,0.000698045722621444,0,0,0,0.00294655643843896,0.0111860536935947,"coal_ppl_u" "coal_ppl_u","cl_fresh",0.11,0.16,0.2,0.846931737597264,0.735075185293803,0.718825709754617,0.591049574213963,0.543629497117869,0.0942334739803094,0.537277145456687,0.62850919110247,0.487143690586578,0.745382538998128,0.883697268479116,0.667756307614329,"coal_ppl_u" +"coal_ppl_u","ot_fresh",2e-04,4e-04,6e-04,0,0.0801302356714164,0.241918866041101,0.391438133056198,0.0715563506261181,0,0.423243168049808,0.0158527694076216,0,0.0389833611926546,0.087707645076007,0.041062213340595,"coal_ppl_u" "coal_ppl_u","ot_saline",2e-04,3e-04,5e-04,0.00538658066270971,0.0884856908410247,0.0172965477059738,0.0175122927298391,0.384814152256013,0.905766526019691,0.0387816407708831,0.355638039489908,0.512856309413422,0.215634099809218,0.0256485300064379,0.279995425351481,"coal_ppl_u" -"coal_ppl_u","air",0.16,0.22,0.35,0.147681681740026,0.0963088881937555,0.0219588764983079,0,0,0,0.000698045722621444,0,0,0,0.00294655643843896,0.0111860536935947,"coal_ppl_u" -"foil_hpl","ot_fresh",2e-04,4e-04,6e-04,0,0.10351966873706,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0663975887615039,0.0974941869386117,0.247173844281414,"0" +"csp_sm1_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res5","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res5","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res5","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res5","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res6","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res6","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res6","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res6","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res7","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm1_res7","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm1_res7","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm1_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res5","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res5","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res5","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res5","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res6","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res6","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res6","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res6","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res7","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" +"csp_sm3_res7","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" +"csp_sm3_res7","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"csp_sm3_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"foil_hpl","air",0.16,0.22,0.35,0,0,0,0,0.000528227602709456,0.0104993553534571,0,0,0,0,0,0.00336542627603592,"0" "foil_hpl","cl_fresh",0.05,0.1,0.15,0.546972860125261,0.552277432712215,0.504962738244411,0.469868082226695,0.420414148048111,0.242090736169007,0.236764366223667,0.0887404490481201,0.089093302258192,0.121137370575003,0.385709901679591,0.170787939453351,"0" +"foil_hpl","ot_fresh",2e-04,4e-04,6e-04,0,0.10351966873706,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0663975887615039,0.0974941869386117,0.247173844281414,"0" "foil_hpl","ot_saline",2e-04,3e-04,5e-04,0.453027139874739,0.344202898550725,0.151685022752753,0.00650360774456641,0.555850825003477,0.646833484618098,0.677859003037566,0.910747517631855,0.851451707913185,0.812465040663493,0.516795911381797,0.578672789989199,"0" -"foil_hpl","air",0.16,0.22,0.35,0,0,0,0,0.000528227602709456,0.0104993553534571,0,0,0,0,0,0.00336542627603592,"0" -"foil_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0.10351966873706,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0663975887615039,0.0974941869386117,0.247173844281414,"foil_ppl" +"foil_ppl","air",0.16,0.22,0.35,0,0,0,0,0.000528227602709456,0.0104993553534571,0,0,0,0,0,0.00336542627603592,"foil_ppl" 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+"nuc_lc","ot_fresh",4e-04,8e-04,6e-04,0,0,0.562029493657832,0.36414948336292,0.307088989441931,0,0.235882316314871,0,0,0,0,0.161568635762338,"nuc_lc" "nuc_lc","ot_saline",4e-04,6e-04,0.001,1,1,0,0.174791752014202,0.692911010558069,1,0.184884145551354,1,1,1,0.348623853211009,0.358452593522772,"nuc_lc" -"solar_th_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" +"solar_th_ppl","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"solar_th_ppl" "solar_th_ppl","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"solar_th_ppl" +"solar_th_ppl","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" "solar_th_ppl","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"solar_th_ppl","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"solar_th_ppl" -"csp_sm1_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm1_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm1_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm1_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm1_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm1_res5","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res5","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res5","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res5","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm1_res6","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res6","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res6","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res6","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm1_res7","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res7","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm1_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm1_res7","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res1","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res1","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res1","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res1","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res2","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res2","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res2","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res2","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res3","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res3","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res3","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res3","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res4","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res4","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res4","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res4","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res5","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res5","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res5","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res5","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res6","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res6","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res6","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res6","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" -"csp_sm3_res7","ot_fresh",2e-04,4e-04,6e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res7","cl_fresh",0.05,0.1,0.15,1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213,"0" -"csp_sm3_res7","ot_saline",2e-04,3e-04,5e-04,0,0,0,0,0,0,0,0,0,0,0,0,"0" -"csp_sm3_res7","air",0.16,0.22,0.35,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226,"0" diff --git a/message_ix_models/model/water/data/pre_processing/calculate_ppl_cooling_technology_shares.R b/message_ix_models/model/water/data/pre_processing/calculate_ppl_cooling_technology_shares.R index e76a2d63f..d55962110 100644 --- a/message_ix_models/model/water/data/pre_processing/calculate_ppl_cooling_technology_shares.R +++ b/message_ix_models/model/water/data/pre_processing/calculate_ppl_cooling_technology_shares.R @@ -111,24 +111,7 @@ for (reg in c("R11", "R12")) { csp_map <- csp_map %>% select(utype, cooling, utype_pl) map_all_types <- bind_rows(map_all_types, csp_map) - # for each utype, make sure no shares are 0 - shars_cooling_MSG_global <- shars_cooling_MSG_global %>% - gather(msgregion, shares, -c(utype, cooling)) %>% - group_by(utype, msgregion) %>% - mutate(max_shares = max(shares)) %>% - ungroup() %>% - group_by(utype) %>% - mutate(main_tec_gbl = cooling[which.max(shares)]) %>% - ungroup() %>% - # change values - mutate(shares = if_else(max_shares == 0 & cooling == main_tec_gbl, 1, shares)) %>% - select(-c(max_shares, main_tec_gbl)) %>% - spread(msgregion, shares) - - # This will be the file - write.csv(shars_cooling_MSG_global, paste0(data_subf, "/cool_techs_region_share_", reg, ".csv"), row.names = FALSE) - - # back to shares, change names + # change names new_names <- paste0("mix_", names(shars_cooling_MSG_global)[!names(shars_cooling_MSG_global) %in% c("utype", "cooling")]) names(shars_cooling_MSG_global)[!names(shars_cooling_MSG_global) %in% c("utype", "cooling")] <- new_names shars_cooling_MSG_global <- shars_cooling_MSG_global %>% mutate(utype_pl = utype) @@ -145,6 +128,26 @@ for (reg in c("R11", "R12")) { left_join(all_shares) cooltech_cost_shares[is.na(cooltech_cost_shares)] <- 0 + + # for each utype, make sure no shares are 0 + cooltech_cost_shares <- cooltech_cost_shares %>% + gather(msgregion, shares, -c(utype, cooling, + investment_million_USD_per_MW_low, + investment_million_USD_per_MW_mid, + investment_million_USD_per_MW_high, + utype_pl)) %>% + group_by(utype, msgregion) %>% + mutate(max_shares = max(shares)) %>% + ungroup() %>% + group_by(utype) %>% + mutate(main_tec_gbl = cooling[which.max(shares)]) %>% + ungroup() %>% + # change values + mutate(shares = if_else(max_shares == 0 & cooling == main_tec_gbl, 1, shares)) %>% + select(-c(max_shares, main_tec_gbl)) %>% + spread(msgregion, shares) %>% + select(-utype_pl,everything(), utype_pl) + # write new file write.csv(cooltech_cost_shares, paste0(data_subf, "/cooltech_cost_and_shares_ssp_msg_", reg, ".csv"), row.names = FALSE) } @@ -164,24 +167,7 @@ shars_cooling_country <- cooling_plants %>% shars_cooling_country[is.na(shars_cooling_country)] <- 0 -shars_cooling_country <- shars_cooling_country %>% - gather(msgregion, shares, -c(utype, cooling)) %>% - group_by(utype, msgregion) %>% - mutate(max_shares = max(shares)) %>% - ungroup() %>% - group_by(utype) %>% - mutate(main_tec_gbl = cooling[which.max(shares)]) %>% - ungroup() %>% - # change values - mutate(shares = if_else(max_shares == 0 & cooling == main_tec_gbl, 1, shares)) %>% - select(-c(max_shares, main_tec_gbl)) %>% - spread(msgregion, shares) - - -# This will be the file -write.csv(shars_cooling_country, paste0(data_subf, "/cool_techs_country_share.csv"), row.names = FALSE) - -# back to shares, change names +# change names new_names <- paste0("mix_", names(shars_cooling_country)[!names(shars_cooling_country) %in% c("utype", "cooling")]) names(shars_cooling_country)[!names(shars_cooling_country) %in% c("utype", "cooling")] <- new_names shars_cooling_country <- shars_cooling_country %>% mutate(utype_pl = utype) @@ -197,6 +183,26 @@ cooltech_cost_shares_c <- cooltech_cost_shares %>% select(utype, cooling, investment_million_USD_per_MW_low, investment_million_USD_per_MW_mid, investment_million_USD_per_MW_high) %>% left_join(all_shares_c) +cooltech_cost_shares_c$utype_pl[is.na(cooltech_cost_shares_c$utype_pl)] <- "0" cooltech_cost_shares_c[is.na(cooltech_cost_shares_c)] <- 0 + +cooltech_cost_shares_c <- cooltech_cost_shares_c %>% + gather(msgregion, shares, -c(utype, cooling, + investment_million_USD_per_MW_low, + investment_million_USD_per_MW_mid, + investment_million_USD_per_MW_high, + utype_pl)) %>% + group_by(utype, msgregion) %>% + mutate(max_shares = max(shares)) %>% + ungroup() %>% + group_by(utype) %>% + mutate(main_tec_gbl = cooling[which.max(shares)]) %>% + ungroup() %>% + # change values + mutate(shares = if_else(max_shares == 0 & cooling == main_tec_gbl, 1, shares)) %>% + select(-c(max_shares, main_tec_gbl)) %>% + spread(msgregion, shares) %>% + select(-utype_pl,everything(), utype_pl) + # write new file write.csv(cooltech_cost_shares_c, paste0(data_subf, "/cooltech_cost_and_shares_country.csv"), row.names = FALSE) From b38be51496e447b777af1a2bead09f2895cea88f Mon Sep 17 00:00:00 2001 From: adrivinca Date: Wed, 18 Dec 2024 14:00:35 +0100 Subject: [PATCH 6/7] Removing unused files with data also in cooltech_cost --- .../cool_techs_country_share.csv | 48 ------------ .../cool_techs_region_share.csv | 76 ------------------- .../cool_techs_region_share_R11.csv | 48 ------------ .../cool_techs_region_share_R12.csv | 48 ------------ .../cool_techs_region_share_new_R11.csv | 48 ------------ .../cool_techs_region_share_new_R12.csv | 48 ------------ 6 files changed, 316 deletions(-) delete mode 100644 message_ix_models/data/water/ppl_cooling_tech/cool_techs_country_share.csv delete mode 100644 message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share.csv delete mode 100644 message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_R11.csv delete mode 100644 message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_R12.csv delete mode 100644 message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_new_R11.csv delete mode 100644 message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_new_R12.csv diff --git a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_country_share.csv b/message_ix_models/data/water/ppl_cooling_tech/cool_techs_country_share.csv deleted file mode 100644 index a53c015c7..000000000 --- a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_country_share.csv +++ /dev/null @@ -1,48 +0,0 @@ -"utype","cooling","AFG","ALB","AND","ARE","ARG","ARM","ATG","AUS","AUT","AZE","BEL","BGD","BGR","BHR","BHS","BIH","BLR","BLZ","BMU","BOL","BRA","BRB","BRN","BWA","CAN","CHE","CHL","CHN","CIV","COL","CRI","CUB","CYP","CZE","DEU","DNK","DOM","DZA","ECU","EGY","ESP","EST","ETH","FIN","FJI","FRA","GBR","GEO","GHA","GIN","GLP","GRC","GTM","GUM","GUY","HND","HRV","HUN","IDN","IND","IRL","IRN","IRQ","ISL","ISR","ITA","JAM","JOR","JPN","KAZ","KEN","KGZ","KHM","KOR","KWT","LAO","LBN","LBY","LKA","LTU","LUX","LVA","MAR","MCO","MDA","MEX","MKD","MLT","MMR","MNE","MNG","MOZ","MTQ","MUS","MWI","MYS","NAM","NCL","NER","NGA","NIC","NLD","NOR","NPL","NZL","OMN","PAK","PAN","PER","PHL","PNG","POL","PRK","PRT","QAT","REU","ROU","RUS","RWA","SAU","SDN","SEN","SGP","SLV","SRB","SUR","SVK","SVN","SWE","SWZ","SYR","TGO","THA","TJK","TKM","TTO","TUN","TUR","TWN","TZA","UGA","UKR","URY","USA","UZB","VEN","VNM","WSM","YEM","ZAF","ZMB","ZWE" 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-"solar_th_ppl","air",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.000626084467738762,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0,0,0,0 -"solar_th_ppl","cl_fresh",1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.999373915532261,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.983695407727252,1,1,1,1,1,1,1,1 diff --git a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share.csv b/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share.csv deleted file mode 100644 index 6ec54447e..000000000 --- a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share.csv +++ /dev/null @@ -1,76 +0,0 @@ -"utype","cooling","AFR","CPA","EEU","FSU","LAM","MEA","NAM","PAO","PAS","SAS","WEU" -"bio_ppl","air",0,0,0.060651323,0,0,0,0.015279585,0.042880435,0,0.052842006,0.059832425 -"bio_ppl","cl_fresh",0.804634875,1,0.853124222,0.334180432,0.92790759,1,0.808578306,0.747005435,0.887137735,0.924710333,0.510667331 -"bio_ppl","ot_fresh",0.010750298,0,0.081698237,0.609911055,0.001179096,0,0.097789343,0.012961586,0.00084261,0,0.180516268 -"bio_ppl","ot_saline",0.184614826,0,0.004526218,0.055908513,0.070913314,0,0.078352766,0.197152544,0.112019655,0.022447661,0.248983976 -"coal_adv","air",0,0.076779616,0,0,0,0,0.010215882,0,0,0,0 -"coal_adv","cl_fresh",1,0.330176569,1,0,0,0,0.748827852,0,1,0.377358491,0.583128855 -"coal_adv","ot_fresh",0,0.118439218,0,0,0,0,0.216512901,0,0,0,0.073612309 -"coal_adv","ot_saline",0,0.474604597,0,0,0,0,0.024443365,1,0,0.622641509,0.343258837 -"coal_ppl","air",0,0.086313202,0.007526165,0,0,0.001551186,0.008632619,0.053672899,0,0,0 -"coal_ppl","cl_fresh",0.983803795,0.640615054,0.808992927,0.56020319,0.608016888,0.188635539,0.793840538,0.230844307,0.356084905,0.959918489,0.708086935 -"coal_ppl","ot_fresh",0,0.049343299,0.183393394,0.43979681,0.001982396,0.001551186,0.172273068,0.002354363,0,0.000450538,0.059296567 -"coal_ppl","ot_saline",0.016196205,0.223728445,8.75e-05,0,0.390000716,0.808262088,0.025253775,0.713128431,0.643915095,0.039630972,0.232616498 -"coal_ppl_u","air",0.147288211,0.090600195,0.021958876,0,0,0,0.000698046,0,0,0.002946556,0.011186054 -"coal_ppl_u","cl_fresh",0.84733956,0.73226449,0.71882571,0.591049574,0.543629497,0.065312046,0.537277145,0.628509191,0.496574674,0.883697268,0.667756308 -"coal_ppl_u","ot_fresh",0,0.077306331,0.241918866,0.391438133,0.071556351,0,0.423243168,0.015852769,0,0.087707645,0.041062213 -"coal_ppl_u","ot_saline",0.005372229,0.099828985,0.017296548,0.017512293,0.384814152,0.934687954,0.038781641,0.355638039,0.503425326,0.02564853,0.279995425 -"foil_ppl","air",0,0,0,0,0.000528228,0.010722531,0,0,0,0,0.003365426 -"foil_ppl","cl_fresh",0.870756403,0.233817979,0.504962738,0.469868082,0.420414148,0.225980527,0.236764366,0.088740449,0.043721316,0.385709902,0.170787939 -"foil_ppl","ot_fresh",0,0.05407057,0.343352239,0.52362831,0.023206799,0.102714288,0.085376631,0.000512033,0.080919293,0.097494187,0.247173844 -"foil_ppl","ot_saline",0.129243597,0.712111451,0.151685023,0.006503608,0.555850825,0.660582654,0.677859003,0.910747518,0.875359391,0.516795911,0.57867279 -"gas_cc","air",0.144248107,0.019954412,0.048194551,0.019788398,0.135974612,0.077446097,0.127298962,0.008300574,0.016000697,0.03117285,0.148063034 -"gas_cc","cl_fresh",0.844933285,0.527510786,0.743267274,0.711914922,0.62116579,0.571009457,0.804063415,0.330585634,0.568864172,0.917737552,0.555181967 -"gas_cc","ot_fresh",0,0.028153657,0.208538175,0.187079269,0.063618544,0.062901479,0.02699093,0,0,0.0201428,0.073337661 -"gas_cc","ot_saline",0.010818608,0.424381145,0,0.081217411,0.179241054,0.288642968,0.041646693,0.661113792,0.415135131,0.030946798,0.223417337 -"gas_ppl","air",0.015020816,0,0.041112901,0.001907882,0.002116011,0.012483288,0.001195899,0.001585035,0.001142043,0.002985636,0.002166079 -"gas_ppl","cl_fresh",0.045141157,0.45716608,0.883608538,0.556884171,0.31541158,0.342349999,0.592517161,0.03409721,0.691025409,0.586390944,0.351735602 -"gas_ppl","ot_fresh",0.306330186,0,0.071083367,0.421357099,0.078821419,0.102258936,0.202144567,4.81e-05,0,0.170539555,0.149052026 -"gas_ppl","ot_saline",0.633507842,0.54283392,0.004195194,0.019850848,0.603650989,0.542907777,0.204142373,0.964269639,0.307832547,0.240083865,0.497046293 -"geo_ppl","air",0,0,0,0.12605042,0,0,0.010623154,0.04861575,0,0,0 -"geo_ppl","cl_fresh",1,1,0,0.87394958,0.981707836,0,0.989376846,0.83351889,1,0,0.925989885 -"geo_ppl","ot_fresh",0,0,0,0,0,0,0,0.1166778,0,0,0 -"geo_ppl","ot_saline",0,0,0,0,0.018292164,0,0,0.00118756,0,0,0.074010115 -"loil_ppl","cl_fresh",0,0,1,0,0.5920102,0,0.7359477,0.969728242,1,1,0.481196194 -"loil_ppl","ot_fresh",0,0,0,0,0,0,0.148976314,0.023391813,0,0,0 -"loil_ppl","ot_saline",0,1,0,0,0.4079898,0,0.115075986,0.006879945,0,0,0.518803806 -"msw_ppl","air",0,0.01694983,0.055576139,0,0,0,0.137364649,0.052567791,0.474337144,0.103125,0.19654364 -"msw_ppl","cl_fresh",0,0.92231328,0.944423861,1,0.345454545,1,0.604391156,0.693062512,0.352651423,0.896875,0.642978654 -"msw_ppl","ot_fresh",0,0,0,0,0,0,0.109311259,0,0,0,0.047482042 -"msw_ppl","ot_saline",0,0.06073689,0,0,0.654545455,0,0.148932937,0.254369698,0.173011433,0,0.112995665 -"nuc_hc","cl_fresh",0,0.000493425,1,0.582750583,0,0,0,0,0,0.262541806,1 -"nuc_hc","ot_fresh",0,0,0,0.06993007,0,0,0,0,0,0.108695652,0 -"nuc_hc","ot_saline",0,0.999506575,0,0.347319347,1,1,1,0,0,0.628762542,0 -"nuc_lc","cl_fresh",0,0,0.437970506,0.461058765,0,0,0.579233538,0,0,0.651376147,0.479978771 -"nuc_lc","ot_fresh",0,0,0.562029494,0.364149483,0.307088989,0,0.235882316,0,0,0,0.161568636 -"nuc_lc","ot_saline",1,1,0,0.174791752,0.692911011,0,0.184884146,1,1,0.348623853,0.358452594 -"solar_th_ppl","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"solar_th_ppl","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm1_res1","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm1_res1","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm1_res2","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm1_res2","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm1_res3","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm1_res3","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm1_res4","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm1_res4","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm1_res5","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm1_res5","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm1_res6","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm1_res6","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm1_res7","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm1_res7","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm3_res1","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm3_res1","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm3_res2","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm3_res2","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm3_res3","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm3_res3","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm3_res4","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm3_res4","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm3_res5","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm3_res5","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm3_res6","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm3_res6","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 -"csp_sm3_res7","air",0,0,0,0,0,0,0.016304592,0,0,0,0.000622373 -"csp_sm3_res7","cl_fresh",1,1,0,0,0,1,0.983695408,1,1,1,0.999377627 diff --git a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_R11.csv b/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_R11.csv deleted file mode 100644 index 3acbb3c09..000000000 --- a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_R11.csv +++ /dev/null @@ -1,48 +0,0 @@ -"utype","cooling","R11_AFR","R11_CPA","R11_EEU","R11_FSU","R11_LAM","R11_MEA","R11_NAM","R11_PAO","R11_PAS","R11_SAS","R11_WEU" -"bio_ppl","air",0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327 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8352c7b7a..000000000 --- a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_R12.csv +++ /dev/null @@ -1,48 +0,0 @@ -"utype","cooling","R12_AFR","R12_CHN","R12_EEU","R12_FSU","R12_LAM","R12_MEA","R12_NAM","R12_PAO","R12_PAS","R12_RCPA","R12_SAS","R12_WEU" -"bio_ppl","air",0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327 -"bio_ppl","cl_fresh",0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,1,0.924710333293506,0.510667330936194 -"bio_ppl","ot_fresh",0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0,0.180516268305648 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mode 100644 index 3acbb3c09..000000000 --- a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_new_R11.csv +++ /dev/null @@ -1,48 +0,0 @@ -"utype","cooling","R11_AFR","R11_CPA","R11_EEU","R11_FSU","R11_LAM","R11_MEA","R11_NAM","R11_PAO","R11_PAS","R11_SAS","R11_WEU" -"bio_ppl","air",0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0.0528420061647962,0.0598324250286327 -"bio_ppl","cl_fresh",0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,0.924710333293506,0.510667330936194 -"bio_ppl","ot_fresh",0.00213821416353062,0,0.0816982370380429,0.609911054637865,0.00117909632417234,0.0505917544544154,0.0977893433559009,0.0129615859523696,0.000840892446798264,0,0.180516268305648 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-"geo_ppl","cl_fresh",1,1,1,0.873949579831933,0.981707835852642,1,0.989376845773047,0.833518889631114,1,1,0.925989885284322 -"geo_ppl","ot_fresh",0,0,0,0,0,0,0,0.116677800044534,0,0,0 -"geo_ppl","ot_saline",0,0,0,0,0.0182921641473583,0,0,0.00118756030579678,0,0,0.0740101147156778 -"loil_ppl","cl_fresh",1,1,1,1,0.592010199745006,1,0.735947699770364,0.969728242174063,0.769528428438758,1,0.48119619392841 -"loil_ppl","ot_fresh",0,0,0,0,0,0,0.148976313956189,0.0233918128654971,0,0,0 -"loil_ppl","ot_saline",0,0,0,0,0.407989800254994,0,0.115075986273447,0.00687994496044032,0.230471571561242,0,0.51880380607159 -"msw_ppl","air",0,0.0188404735239012,0.0555761393108559,0,0,0,0.137364648768166,0.052567790546559,0.180803369639096,0.103125,0.196543639612689 -"msw_ppl","cl_fresh",1,0.924638105904395,0.944423860689144,1,0.345454545454545,1,0.604391156017709,0.693062511864258,0.70825925417494,0.896875,0.642978653673015 -"msw_ppl","ot_fresh",0,0,0,0,0,0,0.1093112586943,0,0,0,0.0474820415270598 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a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_new_R12.csv b/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_new_R12.csv deleted file mode 100644 index 8352c7b7a..000000000 --- a/message_ix_models/data/water/ppl_cooling_tech/cool_techs_region_share_new_R12.csv +++ /dev/null @@ -1,48 +0,0 @@ -"utype","cooling","R12_AFR","R12_CHN","R12_EEU","R12_FSU","R12_LAM","R12_MEA","R12_NAM","R12_PAO","R12_PAS","R12_RCPA","R12_SAS","R12_WEU" -"bio_ppl","air",0,0,0.0606513227872451,0,0,0,0.0152795848993595,0.0428804347296437,0,0,0.0528420061647962,0.0598324250286327 -"bio_ppl","cl_fresh",0.793096335352478,1,0.853124222056261,0.33418043202033,0.92790759001734,0.949408245545585,0.808578305509787,0.747005435095102,0.887367807885125,1,0.924710333293506,0.510667330936194 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-"foil_ppl","cl_fresh",0.546972860125261,0.552277432712215,0.504962738244411,0.469868082226695,0.420414148048111,0.242090736169007,0.236764366223667,0.0887404490481201,0.089093302258192,0.121137370575003,0.385709901679591,0.170787939453351 -"foil_ppl","ot_fresh",0,0.10351966873706,0.343352239002836,0.523628310028739,0.0232067993457021,0.100576423859438,0.0853766307387674,0.000512033320024584,0.0594549898286233,0.0663975887615039,0.0974941869386117,0.247173844281414 -"foil_ppl","ot_saline",0.453027139874739,0.344202898550725,0.151685022752753,0.00650360774456641,0.555850825003477,0.646833484618098,0.677859003037566,0.910747517631855,0.851451707913185,0.812465040663493,0.516795911381797,0.578672789989199 -"gas_cc","air",0.150772710139465,0,0.0481945512014339,0.0197883976860929,0.135974611598991,0.0773541551701179,0.127298962485385,0.00830057387957207,0.0387438634584077,0.0216818144600016,0.0311728499027436,0.148063034475772 -"gas_cc","cl_fresh",0.837919336600075,0.600635634111506,0.743267273964917,0.711914922030071,0.621165790405184,0.571518739514603,0.804063415063326,0.330585633878201,0.502048392772244,0.482207483828707,0.917737552175761,0.555181967405225 -"gas_cc","ot_fresh",0,0.044164745283753,0.20853817483365,0.187079268921897,0.0636185436753333,0.0628268045467667,0.0269909295489848,0,0,0,0.0201427997339085,0.0733376607295029 -"gas_cc","ot_saline",0.0113079532604599,0.355199620604741,0,0.0812174113619395,0.179241054320492,0.288300300768512,0.0416466929023042,0.661113792242227,0.459207743769348,0.496110701711291,0.0309467981875874,0.2234173373895 -"gas_ppl","air",0.0150208155615734,0,0.041112901060545,0.00190788212660528,0.00211601125765012,0.0124832882579132,0.00119589885771525,0.00158503469117311,0.000948813577625803,0,0.00298563646126125,0.00216607905755344 -"gas_ppl","cl_fresh",0.0451411565240884,0.89434412900603,0.8836085380588,0.556884171145013,0.315411580059697,0.342349998571704,0.592517161391184,0.0340972096681342,0.631630891506963,0.177930635662218,0.586390943537554,0.351735601788851 -"gas_ppl","ot_fresh",0.306330185648856,0,0.0710833668948852,0.42135709874133,0.0788214193474668,0.102258936312739,0.202144566851983,4.81171245534695e-05,0,0,0.170539554667242,0.149052025815124 -"gas_ppl","ot_saline",0.633507842265482,0.10565587099397,0.0041951939857699,0.0198508479870513,0.603650989335186,0.542907776857644,0.204142372899117,0.964269638516139,0.367420294915412,0.822069364337782,0.240083865333942,0.497046293338471 -"geo_ppl","air",0,0,0,0.126050420168067,0,0,0.0106231542269531,0.0486157500185556,0,0,0,0 -"geo_ppl","cl_fresh",1,1,1,0.873949579831933,0.981707835852642,1,0.989376845773047,0.833518889631114,1,1,1,0.925989885284322 -"geo_ppl","ot_fresh",0,0,0,0,0,0,0,0.116677800044534,0,0,0,0 -"geo_ppl","ot_saline",0,0,0,0,0.0182921641473583,0,0,0.00118756030579678,0,0,0,0.0740101147156778 -"loil_ppl","cl_fresh",1,1,1,1,0.592010199745006,1,0.735947699770364,0.969728242174063,0.769528428438758,1,1,0.48119619392841 -"loil_ppl","ot_fresh",0,0,0,0,0,0,0.148976313956189,0.0233918128654971,0,0,0,0 -"loil_ppl","ot_saline",0,0,0,0,0.407989800254994,0,0.115075986273447,0.00687994496044032,0.230471571561242,0,0,0.51880380607159 -"msw_ppl","air",0,0.0200333889816361,0.0555761393108559,0,0,0,0.137364648768166,0.052567790546559,0.180803369639096,0,0.103125,0.196543639612689 -"msw_ppl","cl_fresh",1,0.919866444073456,0.944423860689144,1,0.345454545454545,1,0.604391156017709,0.693062511864258,0.70825925417494,1,0.896875,0.642978653673015 -"msw_ppl","ot_fresh",0,0,0,0,0,0,0.1093112586943,0,0,0,0,0.0474820415270598 -"msw_ppl","ot_saline",0,0.0601001669449082,0,0,0.654545454545455,0,0.148932936519825,0.254369697589183,0.110937376185964,0,0,0.112995665187237 -"nuc_hc","cl_fresh",1,0.000645619471883272,1,0.582750582750583,0,0,0,1,1,0,0.262541806020067,1 -"nuc_hc","ot_fresh",0,0,0,0.0699300699300699,0,0,0,0,0,0,0.108695652173913,0 -"nuc_hc","ot_saline",0,0.999354380528117,0,0.347319347319347,1,1,1,0,0,1,0.62876254180602,0 -"nuc_lc","cl_fresh",0,0,0.437970506342168,0.461058764622878,0,0,0.579233538133775,0,0,0,0.651376146788991,0.47997877071489 -"nuc_lc","ot_fresh",0,0,0.562029493657832,0.36414948336292,0.307088989441931,0,0.235882316314871,0,0,0,0,0.161568635762338 -"nuc_lc","ot_saline",1,1,0,0.174791752014202,0.692911010558069,1,0.184884145551354,1,1,1,0.348623853211009,0.358452593522772 -"solar_th_ppl","air",0,0,0,0,0,0,0.0163045922727477,0,0,0,0,0.000622372974787226 -"solar_th_ppl","cl_fresh",1,1,1,1,1,1,0.983695407727252,1,1,1,1,0.999377627025213 From 3f724af6e815144c3411966a215725e4a38a7079 Mon Sep 17 00:00:00 2001 From: adrivinca Date: Wed, 18 Dec 2024 17:48:17 +0100 Subject: [PATCH 7/7] Fixing nexus module matching of the basin's names --- message_ix_models/model/water/data/demands.py | 12 ++++++++---- message_ix_models/model/water/data/water_supply.py | 6 ++++-- 2 files changed, 12 insertions(+), 6 deletions(-) diff --git a/message_ix_models/model/water/data/demands.py b/message_ix_models/model/water/data/demands.py index 249f3d314..03a5b46aa 100644 --- a/message_ix_models/model/water/data/demands.py +++ b/message_ix_models/model/water/data/demands.py @@ -794,8 +794,9 @@ def read_water_availability(context: "Context") -> Sequence[pd.DataFrame]: df_sw.reset_index(drop=True, inplace=True) df_sw["year"] = pd.DatetimeIndex(df_sw["years"]).year df_sw["time"] = "year" + df_sw["Region"] = df_sw["Region"].map(df_x["BCU_name"]) df_sw2210 = df_sw[df_sw["year"] == 2100].copy() - df_sw2210.loc["year"] = 2110 + df_sw2210["year"] = 2110 df_sw = pd.concat([df_sw, df_sw2210]) df_sw = df_sw[df_sw["year"].isin(info.Y)] @@ -817,8 +818,9 @@ def read_water_availability(context: "Context") -> Sequence[pd.DataFrame]: df_gw.reset_index(drop=True, inplace=True) df_gw["year"] = pd.DatetimeIndex(df_gw["years"]).year df_gw["time"] = "year" + df_gw["Region"] = df_gw["Region"].map(df_x["BCU_name"]) df_gw2210 = df_gw[df_gw["year"] == 2100].copy() - df_gw2210.loc["year"] = 2110 + df_gw2210["year"] = 2110 df_gw = pd.concat([df_gw, df_gw2210]) df_gw = df_gw[df_gw["year"].isin(info.Y)] @@ -841,8 +843,9 @@ def read_water_availability(context: "Context") -> Sequence[pd.DataFrame]: df_sw.reset_index(drop=True, inplace=True) df_sw["year"] = pd.DatetimeIndex(df_sw["years"]).year df_sw["time"] = pd.DatetimeIndex(df_sw["years"]).month + df_sw["Region"] = df_sw["Region"].map(df_x["BCU_name"]) df_sw2210 = df_sw[df_sw["year"] == 2100].copy() - df_sw2210.loc["year"] = 2110 + df_sw2210["year"] = 2110 df_sw = pd.concat([df_sw, df_sw2210]) df_sw = df_sw[df_sw["year"].isin(info.Y)] @@ -863,8 +866,9 @@ def read_water_availability(context: "Context") -> Sequence[pd.DataFrame]: df_gw.reset_index(drop=True, inplace=True) df_gw["year"] = pd.DatetimeIndex(df_gw["years"]).year df_gw["time"] = pd.DatetimeIndex(df_gw["years"]).month + df_gw["Region"] = df_gw["Region"].map(df_x["BCU_name"]) df_gw2210 = df_gw[df_gw["year"] == 2100].copy() - df_gw2210.loc["year"] = 2110 + df_gw2210["year"] = 2110 df_gw = pd.concat([df_gw, df_gw2210]) df_gw = df_gw[df_gw["year"].isin(info.Y)] diff --git a/message_ix_models/model/water/data/water_supply.py b/message_ix_models/model/water/data/water_supply.py index 065244072..dd509a1b4 100644 --- a/message_ix_models/model/water/data/water_supply.py +++ b/message_ix_models/model/water/data/water_supply.py @@ -825,8 +825,9 @@ def add_e_flow(context: "Context") -> dict[str, pd.DataFrame]: df_env.reset_index(drop=True, inplace=True) df_env["year"] = pd.DatetimeIndex(df_env["years"]).year df_env["time"] = "year" + df_env["Region"] = df_env["Region"].map(df_x["BCU_name"]) df_env2210 = df_env[df_env["year"] == 2100].copy() - df_env2210.loc["year"] = 2110 + df_env2210["year"] = 2110 df_env = pd.concat([df_env, df_env2210]) df_env = df_env[df_env["year"].isin(info.Y)] else: @@ -848,8 +849,9 @@ def add_e_flow(context: "Context") -> dict[str, pd.DataFrame]: df_env.reset_index(drop=True, inplace=True) df_env["year"] = pd.DatetimeIndex(df_env["years"]).year df_env["time"] = pd.DatetimeIndex(df_env["years"]).month + df_env["Region"] = df_env["Region"].map(df_x["BCU_name"]) df_env2210 = df_env[df_env["year"] == 2100].copy() - df_env2210.loc["year"] = 2110 + df_env2210["year"] = 2110 df_env = pd.concat([df_env, df_env2210]) df_env = df_env[df_env["year"].isin(info.Y)]