add energy power ratio ltes (#157)

* Add PTES technology with correct parameters, reassign TTES parameters

* Add PTES, reassign TTES param

* Add energy to power ratio calculation for ltes

* Add energy to power ratio calculation for ltes

* Update release notes

* improve readability

docs/release_notes.rst

@@ -23,6 +23,7 @@ Release Notes
 
 * added iron-air battery cost data from Form Energy
 
+* added energy to power ratio for central water pit storage and central water tank storage
 
 Technology-Data 0.9.2 (30 August 2024)
 ======================================

outputs/costs_2020.csv

@@ -726,9 +726,11 @@ central solid biomass CHP powerboost CC,efficiency-heat,0.8255,per unit,"Danish
 central solid biomass CHP powerboost CC,investment,3740.4387,EUR/kW_e,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Nominal investment ",2015.0
 central solid biomass CHP powerboost CC,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Technical lifetime",2015.0
 central water pit storage,FOM,0.5176,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Fixed O&M,2015.0
+central water pit storage,energy to power ratio,150.0,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Ratio between energy storage and input capacity,2015.0
 central water pit storage,investment,0.6133,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Specific investment,2015.0
 central water pit storage,lifetime,20.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Technical lifetime,2015.0
 central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Fixed O&M,2015.0
+central water tank storage,energy to power ratio,60.3448,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Ratio between energy storage and input capacity,2015.0
 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Specific investment,2015.0
 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Technical lifetime,2015.0
 central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW:  Fixed O&M",2015.0

outputs/costs_2025.csv

@@ -726,9 +726,11 @@ central solid biomass CHP powerboost CC,efficiency-heat,0.825,per unit,"Danish E
 central solid biomass CHP powerboost CC,investment,3642.4702,EUR/kW_e,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Nominal investment ",2015.0
 central solid biomass CHP powerboost CC,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Technical lifetime",2015.0
 central water pit storage,FOM,0.5338,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Fixed O&M,2015.0
+central water pit storage,energy to power ratio,150.0,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Ratio between energy storage and input capacity,2015.0
 central water pit storage,investment,0.5947,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Specific investment,2015.0
 central water pit storage,lifetime,22.5,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Technical lifetime,2015.0
 central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Fixed O&M,2015.0
+central water tank storage,energy to power ratio,60.3448,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Ratio between energy storage and input capacity,2015.0
 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Specific investment,2015.0
 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Technical lifetime,2015.0
 central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW:  Fixed O&M",2015.0

outputs/costs_2030.csv

@@ -726,9 +726,11 @@ central solid biomass CHP powerboost CC,efficiency-heat,0.8245,per unit,"Danish
 central solid biomass CHP powerboost CC,investment,3544.5017,EUR/kW_e,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Nominal investment ",2015.0
 central solid biomass CHP powerboost CC,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Technical lifetime",2015.0
 central water pit storage,FOM,0.551,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Fixed O&M,2015.0
+central water pit storage,energy to power ratio,150.0,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Ratio between energy storage and input capacity,2015.0
 central water pit storage,investment,0.5761,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Specific investment,2015.0
 central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Technical lifetime,2015.0
 central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Fixed O&M,2015.0
+central water tank storage,energy to power ratio,60.3448,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Ratio between energy storage and input capacity,2015.0
 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Specific investment,2015.0
 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Technical lifetime,2015.0
 central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW:  Fixed O&M",2015.0

outputs/costs_2035.csv

@@ -726,9 +726,11 @@ central solid biomass CHP powerboost CC,efficiency-heat,0.8257,per unit,"Danish
 central solid biomass CHP powerboost CC,investment,3493.3,EUR/kW_e,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Nominal investment ",2015.0
 central solid biomass CHP powerboost CC,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Technical lifetime",2015.0
 central water pit storage,FOM,0.5714,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Fixed O&M,2015.0
+central water pit storage,energy to power ratio,150.0,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Ratio between energy storage and input capacity,2015.0
 central water pit storage,investment,0.5556,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Specific investment,2015.0
 central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Technical lifetime,2015.0
 central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Fixed O&M,2015.0
+central water tank storage,energy to power ratio,60.3448,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Ratio between energy storage and input capacity,2015.0
 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Specific investment,2015.0
 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Technical lifetime,2015.0
 central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW:  Fixed O&M",2015.0

outputs/costs_2040.csv

@@ -726,9 +726,11 @@ central solid biomass CHP powerboost CC,efficiency-heat,0.8269,per unit,"Danish
 central solid biomass CHP powerboost CC,investment,3442.0984,EUR/kW_e,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Nominal investment ",2015.0
 central solid biomass CHP powerboost CC,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Technical lifetime",2015.0
 central water pit storage,FOM,0.5934,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Fixed O&M,2015.0
+central water pit storage,energy to power ratio,150.0,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Ratio between energy storage and input capacity,2015.0
 central water pit storage,investment,0.535,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Specific investment,2015.0
 central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Technical lifetime,2015.0
 central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Fixed O&M,2015.0
+central water tank storage,energy to power ratio,60.3448,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Ratio between energy storage and input capacity,2015.0
 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Specific investment,2015.0
 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Technical lifetime,2015.0
 central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW:  Fixed O&M",2015.0

outputs/costs_2045.csv

@@ -726,9 +726,11 @@ central solid biomass CHP powerboost CC,efficiency-heat,0.8282,per unit,"Danish
 central solid biomass CHP powerboost CC,investment,3390.8967,EUR/kW_e,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Nominal investment ",2015.0
 central solid biomass CHP powerboost CC,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Technical lifetime",2015.0
 central water pit storage,FOM,0.6171,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Fixed O&M,2015.0
+central water pit storage,energy to power ratio,150.0,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Ratio between energy storage and input capacity,2015.0
 central water pit storage,investment,0.5144,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Specific investment,2015.0
 central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Technical lifetime,2015.0
 central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Fixed O&M,2015.0
+central water tank storage,energy to power ratio,60.3448,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Ratio between energy storage and input capacity,2015.0
 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Specific investment,2015.0
 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Technical lifetime,2015.0
 central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW:  Fixed O&M",2015.0

outputs/costs_2050.csv

@@ -726,9 +726,11 @@ central solid biomass CHP powerboost CC,efficiency-heat,0.8294,per unit,"Danish
 central solid biomass CHP powerboost CC,investment,3339.6951,EUR/kW_e,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Nominal investment ",2015.0
 central solid biomass CHP powerboost CC,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","09a Wood Chips, Large 50 degree:  Technical lifetime",2015.0
 central water pit storage,FOM,0.6429,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Fixed O&M,2015.0
+central water pit storage,energy to power ratio,150.0,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Ratio between energy storage and input capacity,2015.0
 central water pit storage,investment,0.4938,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Specific investment,2015.0
 central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",140 PTES seasonal:  Technical lifetime,2015.0
 central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Fixed O&M,2015.0
+central water tank storage,energy to power ratio,60.3448,h,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Ratio between energy storage and input capacity,2015.0
 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Specific investment,2015.0
 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank:  Technical lifetime,2015.0
 central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW:  Fixed O&M",2015.0

scripts/compile_cost_assumptions.py

@@ -629,7 +629,9 @@ def get_data_DEA(tech, data_in, expectation=None):
                   'Hydrogen Consumption',
                   ' - of which is equipment excluding heat pump',
                   ' - of which is heat pump including its installation',
-                  ]
+                  'Input capacity',
+                  'Output capacity',
+                  'Energy storage capacity']
 
     df = pd.DataFrame()
     for para in parameters:
@@ -724,10 +726,10 @@ def get_data_DEA(tech, data_in, expectation=None):
 
     if "biochar pyrolysis" in tech:
         df = biochar_pyrolysis_harmonise_dea(df)
-    
+
     elif tech == "central geothermal-sourced heat pump":
         df.loc["Nominal investment (MEUR per MW)"] = df.loc[" - of which is heat pump including its installation"]
-        
+
     elif tech == "central geothermal heat source":
         df.loc["Nominal investment (MEUR per MW)"] = df.loc[" - of which is equipment excluding heat pump"]
 
@@ -1542,6 +1544,30 @@ def order_data(tech_data):
                    level=0, inplace=True)
     data = pd.concat([data, charger_pit], sort=True)
 
+    # add energy to power ratio for water pit storage
+    power_ratio_pit = tech_data.loc[("central water pit storage", "Input capacity for one unit")].copy().squeeze()
+    storage_capacity_pit = tech_data.loc[("central water pit storage", "Energy storage capacity for one unit")].copy().squeeze()
+
+    power_ratio_pit[years] = storage_capacity_pit[years].div(power_ratio_pit[years])
+    power_ratio_pit["further description"] = "Ratio between energy storage and input capacity"
+    power_ratio_pit["unit"] = "h"
+    power_ratio_pit = power_ratio_pit.to_frame().T
+    power_ratio_pit.rename(index={"Input capacity for one unit": "energy to power ratio"},
+                            level=1, inplace=True)
+    data = pd.concat([data, power_ratio_pit], sort=True)
+
+    # add energy to power ratio for water tank storage
+    power_ratio_tank = tech_data.loc[("central water tank storage", "Input capacity for one unit")].copy().squeeze()
+    storage_capacity_tank = tech_data.loc[("central water tank storage", "Energy storage capacity for one unit")].copy().squeeze()
+
+    power_ratio_tank[years] = storage_capacity_tank[years].div(power_ratio_tank[years])
+    power_ratio_tank["further description"] = "Ratio between energy storage and input capacity"
+    power_ratio_tank["unit"] = "h"
+    power_ratio_tank = power_ratio_tank.to_frame().T
+    power_ratio_tank.rename(index={"Input capacity for one unit": "energy to power ratio"},
+                            level=1, inplace=True)
+    data = pd.concat([data, power_ratio_tank], sort=True)
+
     return data