diff --git a/docs/index.rst b/docs/index.rst
index 1373c8bdcac378d62eaf6c56a3628dc9309d3c99..ed6f9680227e6201f49b89c4febd8614141b1adc 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -39,6 +39,7 @@ Explanations of hydesign's core objects can be found in the following tutorials:
notebooks/more_sizing_examples
notebooks/break_even_price_and_PPA
notebooks/constant_output
+ notebooks/offshore
.. toctree::
:maxdepth: 1
diff --git a/docs/notebooks/offshore.ipynb b/docs/notebooks/offshore.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..0340bdee50c545a349ef724c8c2556f2dd4b8ad4
--- /dev/null
+++ b/docs/notebooks/offshore.ipynb
@@ -0,0 +1,223 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "9e927382-02e2-4034-827d-b6498f7fd262",
+ "metadata": {},
+ "source": [
+ "# Offshore HPP\n",
+ "In this notebook we evaluate an islanded offshore HPP. This case is obtained by adjusting the technology costs in the input yml file."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "9b009b85-865d-41ee-9742-be83246254f5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Detect if running in Kaggle\n",
+ "import os \n",
+ "if os.environ.get('KAGGLE_KERNEL_RUN_TYPE'):\n",
+ " mypaths = !python -c \"import sysconfig; print(sysconfig.get_paths()['purelib'])\"\n",
+ " mypath = mypaths[0]\n",
+ " !pip install trash-cli\n",
+ " !trash $mypath/numpy*\n",
+ " !pip install --upgrade numpy\n",
+ " !pip install finitediff\n",
+ " import os\n",
+ " os.kill(os.getpid(), 9)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "2e464e89-cc76-4406-ae4f-49c62e65e473",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Install hydesign if needed\n",
+ "import importlib\n",
+ "if not importlib.util.find_spec(\"hydesign\"):\n",
+ " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/hydesign.git "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "aba0467f-4fb9-4942-8031-524ad14c868f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%capture\n",
+ "import time\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import os\n",
+ "from hydesign.assembly.hpp_assembly_P2X import hpp_model_P2X as hpp_model\n",
+ "from hydesign.examples import examples_filepath"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "0d8dc60b-0ad6-448a-96ed-8d581f2ada93",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Fixed parameters on the site\n",
+ "-------------------------------\n",
+ "longitude = 7.906111\n",
+ "latitude = 55.529722\n",
+ "altitude = 85.0\n"
+ ]
+ }
+ ],
+ "source": [
+ "name = 'Denmark_offshore'\n",
+ "examples_sites = pd.read_csv(f'{examples_filepath}examples_sites.csv', index_col=0)\n",
+ "ex_site = examples_sites.loc[examples_sites.name == name]\n",
+ "\n",
+ "longitude = ex_site['longitude'].values[0]\n",
+ "latitude = ex_site['latitude'].values[0]\n",
+ "altitude = ex_site['altitude'].values[0]\n",
+ "\n",
+ "input_ts_fn = examples_filepath+ex_site['input_ts_fn'].values[0]\n",
+ "sim_pars_fn = examples_filepath+ex_site['sim_pars_fn'].values[0]\n",
+ "H2_demand_fn = examples_filepath+ex_site['H2_demand_col'].values[0]\n",
+ "\n",
+ "hpp = hpp_model(\n",
+ " latitude,\n",
+ " longitude,\n",
+ " altitude,\n",
+ " num_batteries = 3,\n",
+ " work_dir = './',\n",
+ " sim_pars_fn = sim_pars_fn,\n",
+ " input_ts_fn = input_ts_fn,\n",
+ " H2_demand_fn = H2_demand_fn\n",
+ ")\n",
+ "\n",
+ "start = time.time()\n",
+ "\n",
+ "x=[10, 360, 8, 50, 5,\n",
+ " 0, 50, 210, 1.5,\n",
+ " 40, 4, 10, 250, 0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "d82ca463-352e-49b7-a46e-fe69e7e82dd9",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Design:\n",
+ "---------------\n",
+ "clearance [m]: 10.000\n",
+ "sp [W/m2]: 360.000\n",
+ "p_rated [MW]: 8.000\n",
+ "Nwt: 50.000\n",
+ "wind_MW_per_km2 [MW/km2]: 5.000\n",
+ "solar_MW [MW]: 0.000\n",
+ "surface_tilt [deg]: 50.000\n",
+ "surface_azimuth [deg]: 210.000\n",
+ "DC_AC_ratio: 1.500\n",
+ "b_P [MW]: 40.000\n",
+ "b_E_h [h]: 4.000\n",
+ "cost_of_battery_P_fluct_in_peak_price_ratio: 10.000\n",
+ "ptg_MW [MW]: 250.000\n",
+ "HSS_kg [kg]: 0.000\n",
+ "\n",
+ "\n",
+ "NPV_over_CAPEX: 0.320\n",
+ "NPV [MEuro]: 212.410\n",
+ "IRR: 0.093\n",
+ "LCOE [Euro/MWh]: 38.877\n",
+ "LCOH [Euro/kg]: 6.504\n",
+ "Revenue [MEuro]: 2777.670\n",
+ "CAPEX [MEuro]: 664.072\n",
+ "OPEX [MEuro]: 22.381\n",
+ "penalty lifetime [MEuro]: 0.000\n",
+ "AEP [GWh]: 1566.064\n",
+ "annual_Power2Grid [GWh]: 0.000\n",
+ "GUF: inf\n",
+ "annual_H2 [tons]: 22221.362\n",
+ "annual_P_ptg [GWh]: 1566.064\n",
+ "grid [MW]: 0.000\n",
+ "wind [MW]: 400.000\n",
+ "solar [MW]: 0.000\n",
+ "PtG [MW]: 250.000\n",
+ "HSS [kg]: 0.000\n",
+ "Battery Energy [MWh]: 160.000\n",
+ "Battery Power [MW]: 40.000\n",
+ "Total curtailment [GWh]: 11038.426\n",
+ "Awpp [km2]: 80.000\n",
+ "Apvp [km2]: 0.000\n",
+ "Rotor diam [m]: 168.209\n",
+ "Hub height [m]: 94.104\n",
+ "Number of batteries used in lifetime: 3.000\n",
+ "Break-even H2 price [Euro/kg]: 4.032\n",
+ "Break-even PPA price [Euro/MWh]: 50.000\n",
+ "Capacity factor wind [-]: 0.574\n",
+ "\n",
+ "exec. time [min]: 0.4767906188964844\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "c:\\sandbox\\repo\\topfarm\\hydesign\\hydesign\\assembly\\hpp_assembly_P2X.py:679: RuntimeWarning: divide by zero encountered in divide\n",
+ " prob['mean_AEP']/(self.sim_pars['G_MW']*365*24),\n"
+ ]
+ }
+ ],
+ "source": [
+ "outs = hpp.evaluate(*x)\n",
+ "\n",
+ "hpp.print_design(x, outs)\n",
+ "\n",
+ "end = time.time()\n",
+ "print('exec. time [min]:', (end - start)/60 )\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "82b13ba0-2ba3-4281-8adf-33f3b0c4fb60",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python [conda env:hd2]",
+ "language": "python",
+ "name": "conda-env-hd2-py"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/hydesign/examples/Europe/GWA3/input_ts_Denmark_offshore.csv b/hydesign/examples/Europe/GWA3/input_ts_Denmark_offshore.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04fa308b4a59721b712531c063e6ce92ff4717ce
--- /dev/null
+++ b/hydesign/examples/Europe/GWA3/input_ts_Denmark_offshore.csv
@@ -0,0 +1,8785 @@
+,WS_1,WS_50,WS_100,WS_150,WS_200,WD_1,WD_50,WD_100,WD_150,WD_200,temp_air_1,ghi,dni,dhi,Price
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diff --git a/hydesign/examples/Europe/H2_demand.csv b/hydesign/examples/Europe/H2_demand.csv
index 7d512ab2d4975fdee0fcdd44a1de734dcee7ccac..e2ad1de8f6044cf889366db367ab5f535ee3b382 100644
--- a/hydesign/examples/Europe/H2_demand.csv
+++ b/hydesign/examples/Europe/H2_demand.csv
@@ -1,8785 +1,8785 @@
,H2_demand
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diff --git a/hydesign/examples/Europe/hpp_pars.yml b/hydesign/examples/Europe/hpp_pars.yml
index 525f790c126cc6ee4aab41d00fcd2384d0a8ce04..e2b580ec870f7da9f7aae12894b5e2d51e24e13a 100644
--- a/hydesign/examples/Europe/hpp_pars.yml
+++ b/hydesign/examples/Europe/hpp_pars.yml
@@ -88,7 +88,7 @@ H2_storage_opex_cost: 3 #[EUR/kg] 1% of CAPEX
H2_transportation_cost: 5 #[EUR/kg/km] transportation can be through pipelines or lorry
# https://joint-research-centre.ec.europa.eu/system/files/2021-06/jrc124206_assessment_of_hydrogen_delivery_options.pdf
H2_transportation_distance: 0 #[km]
-penalty_factor_H2: 0.5 #[Eur/kg] This is the penalty price for not meeting the demand of hydrogen in an hour, for infinite H2 offtake this value becomes ZERO
+penalty_factor_H2: 0 #[Eur/kg] This is the penalty price for not meeting the demand of hydrogen in an hour, for infinite H2 offtake this value becomes ZERO
electrolyzer_eff_curve_name: 'PEM electrolyzer simple'
# electrolyzer_eff_curve_name: 'Alkaline electrolyzer H2 production'
# The storage size can be kept as zero when there is no storage
diff --git a/hydesign/examples/Europe/hpp_pars_offshore.yml b/hydesign/examples/Europe/hpp_pars_offshore.yml
new file mode 100644
index 0000000000000000000000000000000000000000..d214029ceadcc7c025e0277cdac98fc4a5d78bff
--- /dev/null
+++ b/hydesign/examples/Europe/hpp_pars_offshore.yml
@@ -0,0 +1,137 @@
+# --------------------------------------------------------------------------------------------
+# HPP Global
+# --------------------------------------------------------------------------------------------
+G_MW: 0 # Grid capacity
+year: '2012' # Single representative year
+N_life: 25
+
+# --------------------------------------------------------------------------------------------
+# Wind
+# --------------------------------------------------------------------------------------------
+wind_turbine_cost: 890_000 # [Euro/MW] for reference turbine
+wind_civil_works_cost: 370_000 # [Euro/MW]
+wind_fixed_onm_cost: 39_000 # Wind fixed O&M cost per year [Euro/MW /year]
+wind_variable_onm_cost: 3.89 #[EUR/MWh_e] Danish Energy Agency
+
+#wpp_efficiency: 0.95
+d_ref: 270
+hh_ref: 155
+p_rated_ref: 20 #[MW]
+# Degradation
+wpp_efficiency: 0.95
+wind_deg_yr: [0, 25]
+wind_deg: [0, 0] #25yr * 0%/yr
+share_WT_deg_types: 0.5
+
+# --------------------------------------------------------------------------------------------
+# PV
+# --------------------------------------------------------------------------------------------
+solar_PV_cost: 175_000 # [Euro/MW DC]
+solar_hardware_installation_cost: 150_000 # [Euro/MW DC]
+solar_inverter_cost: 25_000 #[Euro/MW]
+solar_fixed_onm_cost: 20_000 # Solar O&M cost per year [Euro/MW] DC
+#pv_deg_per_year: 0.5e-2
+land_use_per_solar_MW: 0.0001 # Danish energy agency
+
+#selected tracker
+tracking: 'No' # 'single_axis' #
+
+# Degradation
+pv_deg_yr: [0, 25]
+pv_deg: [0, 0.125] #0.0 intial + 25yr * 0.5%/yr
+# --------------------------------------------------------------------------------------------
+# Battery
+# --------------------------------------------------------------------------------------------
+battery_energy_cost: 90_000 # [Euro/MWh]
+battery_power_cost: 32_000 # Power conversion system cost [Euro/MW]
+battery_BOP_installation_commissioning_cost: 36_000 # Electric BalanceOfPlant, instal+commission cost [Euro/MW]
+battery_control_system_cost: 9_000 # Grid management control system cost[Euro/MW]
+battery_energy_onm_cost: 0
+
+#battery_energy_cost: 45_000 # [Euro/MWh]
+#battery_power_cost: 16_000 # Power conversion system cost [Euro/MW]
+#battery_BOP_installation_commissioning_cost: 18_000 # Electric BalanceOfPlant, instal+commission cost [Euro/MW]
+#battery_control_system_cost: 4_500 # Grid management control system cost[Euro/MW]
+#battery_energy_onm_cost: 0
+
+# EMS and Degradation parameters
+battery_depth_of_discharge: 0.9 # 1 - Minimum energy level in the battery
+battery_charge_efficiency: 0.98 # Charge efficiency for Lithium-ion
+battery_price_reduction_per_year: 0.1 # Battery price reduction per year
+#n_steps_in_LoH: 20 # Number of battery degradation levels for discretization of lifetime operation
+min_LoH: 0.7 # Minimum energy storage capacity in percent for the storage to be replaced
+
+# Penalty is defined as: Number of peak hours of full load expected per day.
+peak_hr_quantile: 0.9 # An hour of peak price has prices above this quantile
+n_full_power_hours_expected_per_day_at_peak_price: 0
+
+# Indian case Penalty has expected hours at 0.85*3= 2.55
+# n_full_power_hours_expected_per_day_at_peak_price: 2.55
+
+# --------------------------------------------------------------------------------------------
+# P2H parameters
+# efficiency curve parameters are mentioned in EMS component (https://doi.org/10.3390/en13030612)
+# --------------------------------------------------------------------------------------------
+price_H2: 5 #[Euro/kg]
+storage_eff: 0.9 #Compressor efficiency for hydrogen storage
+ptg_deg: 0.99 #Electrolyzer degradation over lifetime
+hhv: 39.3 #[kWh/kg]
+water_consumption : 9.4 #l/kg
+electrolyzer_capex_cost : 480_000 #[EUR/MW] This value is for PEM electrolyzers
+# For Alkaline electrolyzers CAPEX can be considered as 70% of PEM
+electrolyzer_opex_cost : 9600 #It is 2% of electrolyzer_capex_cost #[EUR/MW]
+electrolyzer_power_electronics_cost : 0 #[EUR/MW] included in the capex_cost but can be considered seperately also
+water_cost : 4 #[EUR/m3]
+water_treatment_cost : 2 #[EUR/m3]
+H2_storage_capex_cost: 300 #[EUR/kg] https://www.hydrogen.energy.gov/pdfs/review22/st235_houchins_2022_p.pdf
+H2_storage_opex_cost: 3 #[EUR/kg] 1% of CAPEX
+H2_transportation_cost: 5 #[EUR/kg/km] transportation can be through pipelines or lorry
+# https://joint-research-centre.ec.europa.eu/system/files/2021-06/jrc124206_assessment_of_hydrogen_delivery_options.pdf
+H2_transportation_distance: 0 #[km]
+penalty_factor_H2: 0 #[Eur/kg] This is the penalty price for not meeting the demand of hydrogen in an hour, for infinite H2 offtake this value becomes ZERO
+electrolyzer_eff_curve_name: 'PEM electrolyzer simple'
+# min_power_standby: 0 # minimum percentage of rated electrolyzer power required to operate in standby mode
+# ramp_up_limit: 50 # ramp-up limit of electrolyzer in MW/h
+# ramp_down_limit: 50 # ramp-down limit of electrolyzer in MW/h
+
+# The storage size can be kept as zero when there is no storage
+# For infinite hydrogen offtake keep the demand very high in 'H2_demand.csv' file
+
+# --------------------------------------------------------------------------------------------
+# Shared costs
+# --------------------------------------------------------------------------------------------
+hpp_BOS_soft_cost: 100_000 # [Euro/MW]
+hpp_grid_connection_cost: 240_000 # [Euro/MW]
+#land cost not same format in excel it's per MW
+land_cost: 0 # [Euro/km**2] from Hybridize imputs 6-12k Euro/acre. 1km2 = 247.105acre
+
+# --------------------------------------------------------------------------------------------
+# Financial and Economic data
+# --------------------------------------------------------------------------------------------
+#discount_factor: 0.06
+wind_WACC: 0.052 # Markup of after tax WACC for offshore WT
+solar_WACC: 0.048 # After tax WACC for solar PV
+battery_WACC: 0.08 # After tax WACC for stationary storge li-ion batteries
+tax_rate: 0.22 # Corporate tax rate
+ptg_WACC: 0.07 # After tax WACC for P2H plant
+
+# Early CAPEX payment, or phasing
+phasing_yr: [-1,0]
+phasing_CAPEX: [0,1] # shares will be normalized to sum the CAPEX
+
+# Inflation will be linearly interpolated at integer year values
+inflation_yr: [ 0, 25]
+inflation: [0, 0]
+ref_yr_inflation: 0 # inflation index is computed with respect to this year
+
+# depreciation
+depreciation_yr: [0, 25]
+depreciation: [0, 0]
+# --------------------------------------------------------------------------------------------
+# Weather databases
+# Not required if the user provides input_ts_fn.csv to hpp_model
+# --------------------------------------------------------------------------------------------
+era5_zarr: '/groups/reanalyses/era5/app/era5.zarr' # location of wind speed renalysis
+ratio_gwa_era5: '/groups/INP/era5/ratio_gwa3_era5.nc' # location of mean wind speed correction factor
+era5_ghi_zarr: '/groups/INP/era5/ghi.zarr' # location of GHI renalysis
+elevation_fn: '/groups/INP/era5/SRTMv3_plus_ViewFinder_coarsen.nc' # Altitude map for extracting altitude
diff --git a/hydesign/examples/examples_sites.csv b/hydesign/examples/examples_sites.csv
index 3859acf9f240897ee6e8ba1dad0ae0d1b2dc6dee..09aef5dc5b872802cb254af789321652930a2a58 100644
--- a/hydesign/examples/examples_sites.csv
+++ b/hydesign/examples/examples_sites.csv
@@ -9,3 +9,4 @@
7,Europe,Germany_good_wind,7.873535,53.287111,5,Europe/GWA3/input_ts_Germany_good_wind.csv,Europe/hpp_pars.yml,Europe/2030-EL_PRICE.csv,DE_NW,Europe/H2_demand.csv
8,Europe,Denmark_good_solar,11.813965,55.39776,42,Europe/GWA3/input_ts_Denmark_good_solar.csv,Europe/hpp_pars.yml,Europe/2030-EL_PRICE.csv,DK_E,Europe/H2_demand.csv
9,Europe,Denmark_good_wind,8.594398,56.227322,85,Europe/GWA3/input_ts_Denmark_good_wind.csv,Europe/hpp_pars.yml,Europe/2030-EL_PRICE.csv,DK_W,Europe/H2_demand.csv
+10,Europe,Denmark_offshore,7.906111,55.529722,85,Europe/GWA3/input_ts_Denmark_offshore.csv,Europe/hpp_pars_offshore.yml,Europe/2030-EL_PRICE.csv,DK_W,Europe/H2_demand.csv
diff --git a/hydesign/tests/test_evaluation.py b/hydesign/tests/test_evaluation.py
index 2b856330b5b940bb21e4906e83330fbdbfab1711..9d4125fa39ed4c07698f9549c116cc28e299b7d4 100644
--- a/hydesign/tests/test_evaluation.py
+++ b/hydesign/tests/test_evaluation.py
@@ -470,7 +470,7 @@ def test_evaluation_P2X_bidirectional():
evaluation_metrics = run_evaluation_P2X_bidirectional()
loaded_metrics = load_evaluation_P2X_bidirectional()
for i in range(len(loaded_metrics)):
- np.testing.assert_allclose(evaluation_metrics[i], loaded_metrics[i], rtol=1e-04)
+ np.testing.assert_allclose(evaluation_metrics[i], loaded_metrics[i], rtol=2e-04)
# ------------------------------------------------------------------------------------------------
# update_test_design_1()
diff --git a/hydesign/tests/test_files/Evaluation_test_P2X.csv b/hydesign/tests/test_files/Evaluation_test_P2X.csv
index 1a24e42f2b64dc9375b284c6b46d13ae69eb430e..f1a1047f785ed21b6bb9fd441ece1a0b0c9098b8 100644
--- a/hydesign/tests/test_files/Evaluation_test_P2X.csv
+++ b/hydesign/tests/test_files/Evaluation_test_P2X.csv
@@ -16,20 +16,20 @@ b_E_h [h],3.0,3.0,3.0
cost_of_battery_P_fluct_in_peak_price_ratio,5.0,5.0,5.0
PTG [MW],100.0,100.0,100.0
HSS [kg],2500.0,2500.0,2500.0
-NPV_over_CAPEX,2.2555673651459807,-1.2871806310125773,1.9524122876578924
-NPV [MEuro],589.0735132324749,-215.5610510421619,417.71492825815625
-IRR,0.190333525238999,0.0,0.1762499661570702
-LCOE [Euro/MWh],24.645484972125114,27.240874343236865,27.160311556385132
-LCOH [Euro/MWh],4.477626620050477,5.598921659386625,4.902707327683135
-Revenue,1141.3665893798145,-25.33529003776553,852.2231837453905
+NPV_over_CAPEX,2.482901902213535,-1.2871806310125773,2.2506295388779103
+NPV [MEuro],648.4451624675202,-215.5610510421619,481.5179469577301
+IRR,0.2010973291408606,0.0,0.1907542673309741
+LCOE [Euro/MWh],24.645484972125114,27.240874343236865,27.16031155638512
+LCOH [Euro/MWh],4.495331717731778,5.598921659386625,4.917229052451952
+Revenue,1215.14681289945,-25.33529003776553,932.0340629644688
CAPEX [MEuro],261.1642296014289,167.4676,213.9481148007144
-OPEX [MEuro],4.959423088226248,2.522689247565709,3.818670634716357
+OPEX [MEuro],4.949144925624143,2.522689247565709,3.811443173113228
penalty lifetime [MEuro],0.0,495.45119692203104,0.0
-AEP [GWh],782.1196981576336,368.8516951214386,538.9299209544369
-Power to grid,265.7752255107319,111.94163461778264,59.24344717192744
-GUF,0.2976102352197997,0.1403545263019172,0.2050722682475026
-annual_H2,7336.375383905816,3638.107226342359,6826.706150183932
-annual_P_ptg,516.3444726469016,256.910060503656,479.6864737825096
+AEP [GWh],782.1196981576336,368.8516951214386,538.9299209544371
+Power to grid,278.6600069105846,111.94163461778264,68.26586966038339
+GUF,0.2976102352197997,0.1403545263019172,0.2050722682475027
+annual_H2,7154.206382051881,3638.107226342359,6698.614617579495
+annual_P_ptg,503.45969124704885,256.910060503656,470.6640512940537
grid [MW],300.0,300.0,300.0
wind [MW],200.0,0.0,100.0
solar [MW],0.0,200.0,100.0
@@ -43,6 +43,6 @@ Apvp [km2],0.0,2.452,1.226
Rotor diam [m],134.86710626894708,134.86710626894708,134.86710626894708
Hub height [m],77.43355313447354,77.43355313447354,77.43355313447354
Number of batteries used in lifetime,0.0,0.0,0.0
-Break-even H2 price [Euro/kg],0.9946762200762922,7.997025551312741,1.931352892834476
+Break-even H2 price [Euro/kg],0.4787336691371747,7.997025551312741,1.395004932603149
Break-even PPA price [Euro/MWh],0.0,145.33061740735522,0.0
Capacity factor wind [-],0.4473741713132722,,0.4491142567347265
diff --git a/hydesign/tests/test_files/Evaluation_test_P2X_bidirectional.csv b/hydesign/tests/test_files/Evaluation_test_P2X_bidirectional.csv
index 1f5c9f1b4899831b55f0c7682edad79538641c94..029543e5c98d32451a27cf993ffdc0e51c373353 100644
--- a/hydesign/tests/test_files/Evaluation_test_P2X_bidirectional.csv
+++ b/hydesign/tests/test_files/Evaluation_test_P2X_bidirectional.csv
@@ -16,21 +16,21 @@ b_E_h [h],4.0
cost_of_battery_P_fluct_in_peak_price_ratio,5.0
PTG [MW],250.0
HSS [kg],5000.0
-NPV_over_CAPEX,-210.04207603377048
-NPV [MEuro],-140735.03341602063
+NPV_over_CAPEX,-209.32432483276176
+NPV [MEuro],-140254.11672939398
IRR,0.0
-LCOE [Euro/MWh],25.365916838002377
-LCOH [Euro/MWh],6.337623609575518
-Revenue,-177382.3396789982
+LCOE [Euro/MWh],25.366331581896997
+LCOH [Euro/MWh],6.297811839863093
+Revenue,-176771.56420284425
CAPEX [MEuro],670.0325766795094
-OPEX [MEuro],13.553143292831445
-penalty lifetime [MEuro],179216.87187949574
-AEP [GWh],2053.8365518575424
-Power to grid,1284.7294355692163
-GUF,0.78152075793666
-annual_H2,8704.214005194563
-annual_P_ptg,769.107116288326
-annual_P_ptg_H2,369.9302113538087
+OPEX [MEuro],13.590519162732669
+penalty lifetime [MEuro],179159.1087743598
+AEP [GWh],2053.8051554867075
+Power to grid,1236.6562366480189
+GUF,0.7815088110680013
+annual_H2,9181.607639585984
+annual_P_ptg,817.1489188386886
+annual_P_ptg_H2,0.0
grid [MW],300.0
wind [MW],400.0
solar [MW],0.0
@@ -38,12 +38,12 @@ ptg_MW,250.0
HSS_kg,5000.0
Battery Energy [MWh],160.0
Battery Power [MW],40.0
-Total curtailment [GWh],571.1240325704775
+Total curtailment [GWh],574.4187561707535
Awpp [km2],40.0
Apvp [km2],0.0
Rotor diam [m],206.0129077457011
Hub height [m],153.00645387285056
Number of batteries used in lifetime,10.0
-Break-even H2 price [Euro/kg],842.9764900336086
-Break-even PPA price [Euro/MWh],8527.461141485275
+Break-even H2 price [Euro/kg],779.822833552306
+Break-even PPA price [Euro/MWh],5793.337624260323
Capacity factor wind [-],0.5937842913078167