# Imports functions import glob import pandas as pd import numpy as np import csv # Extracts all the files in folder path_file = 'C:/Users/hp/EE_Team Dropbox/EE PV/Code/test/Filtered_Locations_3/*.epw' file_list = glob.glob(path_file) # Creates empty data frame df_results = pd.DataFrame() counter_files = 0 counter_loops = 0 #Ranges for albedo sensitiviy analysis albedo_list = np.arange(0.2,0.6, 0.1) bifaciality_list = np.arange(0.65,1,0.1) efficiency_list = np.arange(10,25,5) tempcoeff_list = np.arange(-0.1,-0.6,-0.2) # Defines loop for simulations for file_l in file_list[0:1]: with open(file_l, 'r') as file: reader = csv.reader(file) i = 0 for row in reader: if i == 0: print("Location: " + row[1]) print("Latitude: " + row[6]) print("Longitude: " + row[7]) if float(row[6]) >= 0: az = 180 else: az = 0 print("------------------------------") for alb in albedo_list: albedo_arr = [alb, alb, alb, alb, alb, alb, alb, alb, alb, alb, alb, alb] for bifaciality in bifaciality_list: for eff in efficiency_list: for tc in tempcoeff_list: from PySSC import PySSC if __name__ == "__main__": ssc = PySSC() print ('Current folder = C:/Users/hp/EE_Team Dropbox/EE PV/Code/test/20%_Efficiency_SAM_simulation_files') print ('SSC Version = ', ssc.version()) print ('SSC Build Information = ', ssc.build_info().decode("utf - 8")) ssc.module_exec_set_print(0) data = ssc.data_create() ssc.data_set_string( data, b'solar_resource_file', file_l.encode("utf -8") ); ssc.data_set_number( data, b'transformer_no_load_loss', 0 ) ssc.data_set_number( data, b'transformer_load_loss', 0 ) ssc.data_set_number( data, b'en_snow_model', 0 ) ssc.data_set_number( data, b'system_capacity', 2.0740718841552734 ) ssc.data_set_number( data, b'use_wf_albedo', 0 ) albedo = albedo_arr; ssc.data_set_array( data, b'albedo', albedo); ssc.data_set_number( data, b'irrad_mode', 0 ) ssc.data_set_number( data, b'sky_model', 2 ) ssc.data_set_number( data, b'inverter_count', 1 ) ssc.data_set_number( data, b'enable_mismatch_vmax_calc', 0 ) ssc.data_set_number( data, b'subarray1_nstrings', 2 ) ssc.data_set_number( data, b'subarray1_modules_per_string', 7 ) ssc.data_set_number( data, b'subarray1_mppt_input', 1 ) ssc.data_set_number( data, b'subarray1_tilt', 90 ) ssc.data_set_number( data, b'subarray1_tilt_eq_lat', 1 ) ssc.data_set_number( data, b'subarray1_azimuth', az ) ssc.data_set_number( data, b'subarray1_track_mode', 0 ) ssc.data_set_number( data, b'subarray1_rotlim', 45 ) ssc.data_set_number( data, b'subarray1_shade_mode', 0 ) ssc.data_set_number( data, b'subarray1_gcr', 0.29999999999999999 ) subarray1_monthly_tilt =[ 40, 40, 40, 20, 20, 20, 20, 20, 20, 40, 40, 40 ]; ssc.data_set_array( data, b'subarray1_monthly_tilt', subarray1_monthly_tilt); subarray1_soiling =[ 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5 ]; ssc.data_set_array( data, b'subarray1_soiling', subarray1_soiling); ssc.data_set_number( data, b'subarray1_rear_irradiance_loss', 0 ) ssc.data_set_number( data, b'subarray1_mismatch_loss', 2 ) ssc.data_set_number( data, b'subarray1_diodeconn_loss', 0.5 ) ssc.data_set_number( data, b'subarray1_dcwiring_loss', 2 ) ssc.data_set_number( data, b'subarray1_tracking_loss', 0 ) ssc.data_set_number( data, b'subarray1_nameplate_loss', 0 ) ssc.data_set_number( data, b'subarray2_rear_irradiance_loss', 0 ) ssc.data_set_number( data, b'subarray2_mismatch_loss', 2 ) ssc.data_set_number( data, b'subarray2_diodeconn_loss', 0.5 ) ssc.data_set_number( data, b'subarray2_dcwiring_loss', 2 ) ssc.data_set_number( data, b'subarray2_tracking_loss', 0 ) ssc.data_set_number( data, b'subarray2_nameplate_loss', 0 ) ssc.data_set_number( data, b'subarray3_rear_irradiance_loss', 0 ) ssc.data_set_number( data, b'subarray3_mismatch_loss', 2 ) ssc.data_set_number( data, b'subarray3_diodeconn_loss', 0.5 ) ssc.data_set_number( data, b'subarray3_dcwiring_loss', 2 ) ssc.data_set_number( data, b'subarray3_tracking_loss', 0 ) ssc.data_set_number( data, b'subarray3_nameplate_loss', 0 ) ssc.data_set_number( data, b'subarray4_rear_irradiance_loss', 0 ) ssc.data_set_number( data, b'subarray4_mismatch_loss', 2 ) ssc.data_set_number( data, b'subarray4_diodeconn_loss', 0.5 ) ssc.data_set_number( data, b'subarray4_dcwiring_loss', 2 ) ssc.data_set_number( data, b'subarray4_tracking_loss', 0 ) ssc.data_set_number( data, b'subarray4_nameplate_loss', 0 ) ssc.data_set_number( data, b'dcoptimizer_loss', 0 ) ssc.data_set_number( data, b'acwiring_loss', 1 ) ssc.data_set_number( data, b'transmission_loss', 0 ) ssc.data_set_number( data, b'subarray1_mod_orient', 0 ) ssc.data_set_number( data, b'subarray1_nmodx', 7 ) ssc.data_set_number( data, b'subarray1_nmody', 2 ) ssc.data_set_number( data, b'subarray1_backtrack', 0 ) ssc.data_set_number( data, b'subarray2_enable', 0 ) ssc.data_set_number( data, b'subarray2_modules_per_string', 0 ) ssc.data_set_number( data, b'subarray2_nstrings', 0 ) ssc.data_set_number( data, b'subarray2_mppt_input', 1 ) ssc.data_set_number( data, b'subarray2_tilt', 20 ) ssc.data_set_number( data, b'subarray2_tilt_eq_lat', 0 ) ssc.data_set_number( data, b'subarray2_azimuth', 180 ) ssc.data_set_number( data, b'subarray2_track_mode', 0 ) ssc.data_set_number( data, b'subarray2_rotlim', 45 ) ssc.data_set_number( data, b'subarray2_shade_mode', 0 ) ssc.data_set_number( data, b'subarray2_gcr', 0.29999999999999999 ) subarray2_monthly_tilt =[ 40, 40, 40, 20, 20, 20, 20, 20, 20, 40, 40, 40 ]; ssc.data_set_array( data, b'subarray2_monthly_tilt', subarray2_monthly_tilt); subarray2_soiling =[ 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5 ]; ssc.data_set_array( data, b'subarray2_soiling', subarray2_soiling); ssc.data_set_number( data, b'subarray2_mod_orient', 0 ) ssc.data_set_number( data, b'subarray2_nmodx', 9 ) ssc.data_set_number( data, b'subarray2_nmody', 2 ) ssc.data_set_number( data, b'subarray2_backtrack', 0 ) ssc.data_set_number( data, b'subarray3_enable', 0 ) ssc.data_set_number( data, b'subarray3_modules_per_string', 0 ) ssc.data_set_number( data, b'subarray3_nstrings', 0 ) ssc.data_set_number( data, b'subarray3_mppt_input', 1 ) ssc.data_set_number( data, b'subarray3_tilt', 20 ) ssc.data_set_number( data, b'subarray3_tilt_eq_lat', 0 ) ssc.data_set_number( data, b'subarray3_azimuth', 180 ) ssc.data_set_number( data, b'subarray3_track_mode', 0 ) ssc.data_set_number( data, b'subarray3_rotlim', 45 ) ssc.data_set_number( data, b'subarray3_shade_mode', 0 ) ssc.data_set_number( data, b'subarray3_gcr', 0.29999999999999999 ) subarray3_monthly_tilt =[ 40, 40, 40, 20, 20, 20, 20, 20, 20, 40, 40, 40 ]; ssc.data_set_array( data, b'subarray3_monthly_tilt', subarray3_monthly_tilt); subarray3_soiling =[ 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5 ]; ssc.data_set_array( data, b'subarray3_soiling', subarray3_soiling); ssc.data_set_number( data, b'subarray3_mod_orient', 0 ) ssc.data_set_number( data, b'subarray3_nmodx', 9 ) ssc.data_set_number( data, b'subarray3_nmody', 2 ) ssc.data_set_number( data, b'subarray3_backtrack', 0 ) ssc.data_set_number( data, b'subarray4_enable', 0 ) ssc.data_set_number( data, b'subarray4_modules_per_string', 0 ) ssc.data_set_number( data, b'subarray4_nstrings', 0 ) ssc.data_set_number( data, b'subarray4_mppt_input', 1 ) ssc.data_set_number( data, b'subarray4_tilt', 20 ) ssc.data_set_number( data, b'subarray4_tilt_eq_lat', 0 ) ssc.data_set_number( data, b'subarray4_azimuth', 180 ) ssc.data_set_number( data, b'subarray4_track_mode', 0 ) ssc.data_set_number( data, b'subarray4_rotlim', 45 ) ssc.data_set_number( data, b'subarray4_shade_mode', 0 ) ssc.data_set_number( data, b'subarray4_gcr', 0.29999999999999999 ) subarray4_monthly_tilt =[ 40, 40, 40, 20, 20, 20, 20, 20, 20, 40, 40, 40 ]; ssc.data_set_array( data, b'subarray4_monthly_tilt', subarray4_monthly_tilt); subarray4_soiling =[ 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5 ]; ssc.data_set_array( data, b'subarray4_soiling', subarray4_soiling); ssc.data_set_number( data, b'subarray4_mod_orient', 0 ) ssc.data_set_number( data, b'subarray4_nmodx', 9 ) ssc.data_set_number( data, b'subarray4_nmody', 2 ) ssc.data_set_number( data, b'subarray4_backtrack', 0 ) ssc.data_set_number( data, b'module_model', 0 ) ssc.data_set_number( data, b'module_aspect_ratio', 1.7 ) ssc.data_set_number( data, b'spe_area', 0.74073999999999995 ) ssc.data_set_number( data, b'spe_rad0', 200 ) ssc.data_set_number( data, b'spe_rad1', 400 ) ssc.data_set_number( data, b'spe_rad2', 600 ) ssc.data_set_number( data, b'spe_rad3', 800 ) ssc.data_set_number( data, b'spe_rad4', 1000 ) ssc.data_set_number( data, b'spe_eff0', 20 ) ssc.data_set_number( data, b'spe_eff1', 20 ) ssc.data_set_number( data, b'spe_eff2', 20 ) ssc.data_set_number( data, b'spe_eff3', 20 ) ssc.data_set_number( data, b'spe_eff4', eff ) ssc.data_set_number( data, b'spe_reference', 4 ) ssc.data_set_number( data, b'spe_module_structure', 0 ) ssc.data_set_number( data, b'spe_a', -3.559999942779541 ) ssc.data_set_number( data, b'spe_b', -0.075000002980232239 ) ssc.data_set_number( data, b'spe_dT', 3 ) ssc.data_set_number( data, b'spe_temp_coeff', tc ) ssc.data_set_number( data, b'spe_fd', 1 ) ssc.data_set_number( data, b'spe_vmp', 30 ) ssc.data_set_number( data, b'spe_voc', 36 ) ssc.data_set_number( data, b'spe_is_bifacial', 1 ) ssc.data_set_number( data, b'spe_bifacial_transmission_factor', 0.012999999999999999 ) ssc.data_set_number( data, b'spe_bifaciality', bifaciality ) ssc.data_set_number( data, b'spe_bifacial_ground_clearance_height', 1.5 ) ssc.data_set_number( data, b'cec_area', 1.631 ) ssc.data_set_number( data, b'cec_a_ref', 2.420331 ) ssc.data_set_number( data, b'cec_adjust', 4.8697939999999997 ) ssc.data_set_number( data, b'cec_alpha_sc', 0.0024919999999999999 ) ssc.data_set_number( data, b'cec_beta_oc', -0.16975000000000001 ) ssc.data_set_number( data, b'cec_gamma_r', -0.31 ) ssc.data_set_number( data, b'cec_i_l_ref', 6.2368050000000004 ) ssc.data_set_number( data, b'cec_i_mp_ref', 5.8499999999999996 ) ssc.data_set_number( data, b'cec_i_o_ref', 3.98831e-12 ) ssc.data_set_number( data, b'cec_i_sc_ref', 6.2300000000000004 ) ssc.data_set_number( data, b'cec_n_s', 96 ) ssc.data_set_number( data, b'cec_r_s', 0.499388 ) ssc.data_set_number( data, b'cec_r_sh_ref', 457.18569000000002 ) ssc.data_set_number( data, b'cec_t_noct', 46.399999999999999 ) ssc.data_set_number( data, b'cec_v_mp_ref', 57.299999999999997 ) ssc.data_set_number( data, b'cec_v_oc_ref', 67.900000000000006 ) ssc.data_set_number( data, b'cec_temp_corr_mode', 0 ) ssc.data_set_number( data, b'cec_is_bifacial', 0 ) ssc.data_set_number( data, b'cec_bifacial_transmission_factor', 0.012999999999999999 ) ssc.data_set_number( data, b'cec_bifaciality', 0.65000000000000002 ) ssc.data_set_number( data, b'cec_bifacial_ground_clearance_height', 1 ) ssc.data_set_number( data, b'cec_standoff', 6 ) ssc.data_set_number( data, b'cec_height', 0 ) ssc.data_set_number( data, b'cec_mounting_config', 0 ) ssc.data_set_number( data, b'cec_heat_transfer', 0 ) ssc.data_set_number( data, b'cec_mounting_orientation', 0 ) ssc.data_set_number( data, b'cec_gap_spacing', 0.050000000000000003 ) ssc.data_set_number( data, b'cec_module_width', 1 ) ssc.data_set_number( data, b'cec_module_length', 1.6310000419616699 ) ssc.data_set_number( data, b'cec_array_rows', 1 ) ssc.data_set_number( data, b'cec_array_cols', 10 ) ssc.data_set_number( data, b'cec_backside_temp', 20 ) ssc.data_set_number( data, b'cec_transient_thermal_model_unit_mass', 11.091900000000001 ) ssc.data_set_number( data, b'6par_celltech', 1 ) ssc.data_set_number( data, b'6par_vmp', 30 ) ssc.data_set_number( data, b'6par_imp', 6 ) ssc.data_set_number( data, b'6par_voc', 37 ) ssc.data_set_number( data, b'6par_isc', 7 ) ssc.data_set_number( data, b'6par_bvoc', -0.10999999940395355 ) ssc.data_set_number( data, b'6par_aisc', 0.0040000001899898052 ) ssc.data_set_number( data, b'6par_gpmp', -0.40999999999999998 ) ssc.data_set_number( data, b'6par_nser', 60 ) ssc.data_set_number( data, b'6par_area', 1.3 ) ssc.data_set_number( data, b'6par_tnoct', 46 ) ssc.data_set_number( data, b'6par_standoff', 6 ) ssc.data_set_number( data, b'6par_mounting', 0 ) ssc.data_set_number( data, b'6par_is_bifacial', 0 ) ssc.data_set_number( data, b'6par_bifacial_transmission_factor', 0.012999999999999999 ) ssc.data_set_number( data, b'6par_bifaciality', 0.65000000000000002 ) ssc.data_set_number( data, b'6par_bifacial_ground_clearance_height', 1 ) ssc.data_set_number( data, b'6par_transient_thermal_model_unit_mass', 11.091900000000001 ) ssc.data_set_number( data, b'snl_module_structure', 0 ) ssc.data_set_number( data, b'snl_a', -3.6200000000000001 ) ssc.data_set_number( data, b'snl_b', -0.074999999999999997 ) ssc.data_set_number( data, b'snl_dtc', 3 ) ssc.data_set_number( data, b'snl_ref_a', -3.619999885559082 ) ssc.data_set_number( data, b'snl_ref_b', -0.075000002980232239 ) ssc.data_set_number( data, b'snl_ref_dT', 3 ) ssc.data_set_number( data, b'snl_fd', 1 ) ssc.data_set_number( data, b'snl_a0', 0.94045000000000001 ) ssc.data_set_number( data, b'snl_a1', 0.052641 ) ssc.data_set_number( data, b'snl_a2', -0.0093897000000000008 ) ssc.data_set_number( data, b'snl_a3', 0.00072623000000000002 ) ssc.data_set_number( data, b'snl_a4', -1.9938000000000001e-05 ) ssc.data_set_number( data, b'snl_aimp', -0.00038000000000000002 ) ssc.data_set_number( data, b'snl_aisc', 0.00060999999999999997 ) ssc.data_set_number( data, b'snl_area', 1.244 ) ssc.data_set_number( data, b'snl_b0', 1 ) ssc.data_set_number( data, b'snl_b1', -0.0024380000000000001 ) ssc.data_set_number( data, b'snl_b2', 0.00031030000000000001 ) ssc.data_set_number( data, b'snl_b3', -1.2459999999999999e-05 ) ssc.data_set_number( data, b'snl_b4', 2.11e-07 ) ssc.data_set_number( data, b'snl_b5', -1.3600000000000001e-09 ) ssc.data_set_number( data, b'snl_bvmpo', -0.13900000000000001 ) ssc.data_set_number( data, b'snl_bvoco', -0.13600000000000001 ) ssc.data_set_number( data, b'snl_c0', 1.0039 ) ssc.data_set_number( data, b'snl_c1', -0.0038999999999999998 ) ssc.data_set_number( data, b'snl_c2', 0.29106599999999999 ) ssc.data_set_number( data, b'snl_c3', -4.7354599999999998 ) ssc.data_set_number( data, b'snl_c4', 0.99419999999999997 ) ssc.data_set_number( data, b'snl_c5', 0.0057999999999999996 ) ssc.data_set_number( data, b'snl_c6', 1.0723 ) ssc.data_set_number( data, b'snl_c7', -0.072300000000000003 ) ssc.data_set_number( data, b'snl_impo', 5.25 ) ssc.data_set_number( data, b'snl_isco', 5.75 ) ssc.data_set_number( data, b'snl_ixo', 5.6500000000000004 ) ssc.data_set_number( data, b'snl_ixxo', 3.8500000000000001 ) ssc.data_set_number( data, b'snl_mbvmp', 0 ) ssc.data_set_number( data, b'snl_mbvoc', 0 ) ssc.data_set_number( data, b'snl_n', 1.2210000000000001 ) ssc.data_set_number( data, b'snl_series_cells', 72 ) ssc.data_set_number( data, b'snl_vmpo', 40 ) ssc.data_set_number( data, b'snl_voco', 47.700000000000003 ) ssc.data_set_number( data, b'snl_transient_thermal_model_unit_mass', 11.091900000000001 ) ssc.data_set_number( data, b'sd11par_nser', 116 ) ssc.data_set_number( data, b'sd11par_area', 0.71999999999999997 ) ssc.data_set_number( data, b'sd11par_AMa0', 0.94169999999999998 ) ssc.data_set_number( data, b'sd11par_AMa1', 0.065159999999999996 ) ssc.data_set_number( data, b'sd11par_AMa2', -0.020219999999999998 ) ssc.data_set_number( data, b'sd11par_AMa3', 0.0021900000000000001 ) ssc.data_set_number( data, b'sd11par_AMa4', -9.1000000000000003e-05 ) ssc.data_set_number( data, b'sd11par_glass', 0 ) ssc.data_set_number( data, b'sd11par_tnoct', 44.899999999999999 ) ssc.data_set_number( data, b'sd11par_standoff', 6 ) ssc.data_set_number( data, b'sd11par_mounting', 0 ) ssc.data_set_number( data, b'sd11par_Vmp0', 64.599998474121094 ) ssc.data_set_number( data, b'sd11par_Imp0', 1.0499999523162842 ) ssc.data_set_number( data, b'sd11par_Voc0', 87 ) ssc.data_set_number( data, b'sd11par_Isc0', 1.1799999475479126 ) ssc.data_set_number( data, b'sd11par_alphaIsc', 0.000472001 ) ssc.data_set_number( data, b'sd11par_n', 1.4507099999999999 ) ssc.data_set_number( data, b'sd11par_Il', 1.1895100000000001 ) ssc.data_set_number( data, b'sd11par_Io', 2.08522e-09 ) ssc.data_set_number( data, b'sd11par_Egref', 0.73766799999999999 ) ssc.data_set_number( data, b'sd11par_d1', 13.5504 ) ssc.data_set_number( data, b'sd11par_d2', -0.0769735 ) ssc.data_set_number( data, b'sd11par_d3', 0.23732700000000001 ) ssc.data_set_number( data, b'sd11par_c1', 1930.1500000000001 ) ssc.data_set_number( data, b'sd11par_c2', 474.63999999999999 ) ssc.data_set_number( data, b'sd11par_c3', 1.48746 ) ssc.data_set_number( data, b'inverter_model', 0 ) ssc.data_set_number( data, b'mppt_low_inverter', 100 ) ssc.data_set_number( data, b'mppt_hi_inverter', 480 ) ssc.data_set_number( data, b'inv_num_mppt', 1 ) ssc.data_set_number( data, b'inv_snl_c0', -3.0813800000000001e-06 ) ssc.data_set_number( data, b'inv_snl_c1', -4.8000000000000001e-05 ) ssc.data_set_number( data, b'inv_snl_c2', 0.00012400000000000001 ) ssc.data_set_number( data, b'inv_snl_c3', -0.001632 ) ssc.data_set_number( data, b'inv_snl_paco', 3850 ) ssc.data_set_number( data, b'inv_snl_pdco', 3964.4057619999999 ) ssc.data_set_number( data, b'inv_snl_pnt', 1.155 ) ssc.data_set_number( data, b'inv_snl_pso', 17.885603 ) ssc.data_set_number( data, b'inv_snl_vdco', 400 ) ssc.data_set_number( data, b'inv_snl_vdcmax', 480 ) ssc.data_set_number( data, b'inv_cec_cg_c0', -3.1752000000000001e-06 ) ssc.data_set_number( data, b'inv_cec_cg_c1', -5.1231399999999999e-05 ) ssc.data_set_number( data, b'inv_cec_cg_c2', 0.00098359599999999999 ) ssc.data_set_number( data, b'inv_cec_cg_c3', -0.0015077999999999999 ) ssc.data_set_number( data, b'inv_cec_cg_paco', 3800 ) ssc.data_set_number( data, b'inv_cec_cg_pdco', 3928.1100000000001 ) ssc.data_set_number( data, b'inv_cec_cg_pnt', 0.98999999999999999 ) ssc.data_set_number( data, b'inv_cec_cg_psco', 19.448399999999999 ) ssc.data_set_number( data, b'inv_cec_cg_vdco', 398.49700000000001 ) ssc.data_set_number( data, b'inv_cec_cg_vdcmax', 600 ) ssc.data_set_number( data, b'inv_ds_paco', 4000 ) ssc.data_set_number( data, b'inv_ds_eff', 96 ) ssc.data_set_number( data, b'inv_ds_pnt', 1 ) ssc.data_set_number( data, b'inv_ds_pso', 0 ) ssc.data_set_number( data, b'inv_ds_vdco', 310 ) ssc.data_set_number( data, b'inv_ds_vdcmax', 600 ) ssc.data_set_number( data, b'inv_pd_paco', 4000 ) ssc.data_set_number( data, b'inv_pd_pdco', 4210.5263671875 ) inv_pd_partload =[ 0, 0.40400000000000003, 0.80800000000000005, 1.212, 1.6160000000000001, 2.02, 2.4239999999999999, 2.8279999999999998, 3.2320000000000002, 3.6360000000000001, 4.04, 4.444, 4.8479999999999999, 5.2519999999999998, 5.6559999999999997, 6.0599999999999996, 6.4640000000000004, 6.8680000000000003, 7.2720000000000002, 7.6760000000000002, 8.0800000000000001, 8.484, 8.8879999999999999, 9.2919999999999998, 9.6959999999999997, 10.1, 10.504, 10.907999999999999, 11.311999999999999, 11.715999999999999, 12.119999999999999, 12.523999999999999, 12.928000000000001, 13.332000000000001, 13.736000000000001, 14.140000000000001, 14.544, 14.948, 15.352, 15.756, 16.16, 16.564, 16.968, 17.372, 17.776, 18.18, 18.584, 18.988, 19.391999999999999, 19.795999999999999, 20.199999999999999, 20.603999999999999, 21.007999999999999, 21.411999999999999, 21.815999999999999, 22.219999999999999, 22.623999999999999, 23.027999999999999, 23.431999999999999, 23.835999999999999, 24.239999999999998, 24.643999999999998, 25.047999999999998, 25.452000000000002, 25.856000000000002, 26.260000000000002, 26.664000000000001, 27.068000000000001, 27.472000000000001, 27.876000000000001, 28.280000000000001, 28.684000000000001, 29.088000000000001, 29.492000000000001, 29.896000000000001, 30.300000000000001, 30.704000000000001, 31.108000000000001, 31.512, 31.916, 32.32, 32.723999999999997, 33.128, 33.531999999999996, 33.936, 34.340000000000003, 34.744, 35.148000000000003, 35.552, 35.956000000000003, 36.359999999999999, 36.764000000000003, 37.167999999999999, 37.572000000000003, 37.975999999999999, 38.380000000000003, 38.783999999999999, 39.188000000000002, 39.591999999999999, 39.996000000000002, 40.399999999999999, 40.804000000000002, 41.207999999999998, 41.612000000000002, 42.015999999999998, 42.420000000000002, 42.823999999999998, 43.228000000000002, 43.631999999999998, 44.036000000000001, 44.439999999999998, 44.844000000000001, 45.247999999999998, 45.652000000000001, 46.055999999999997, 46.460000000000001, 46.863999999999997, 47.268000000000001, 47.671999999999997, 48.076000000000001, 48.479999999999997, 48.884, 49.287999999999997, 49.692, 50.095999999999997, 50.5, 50.904000000000003, 51.308, 51.712000000000003, 52.116, 52.520000000000003, 52.923999999999999, 53.328000000000003, 53.731999999999999, 54.136000000000003, 54.539999999999999, 54.944000000000003, 55.347999999999999, 55.752000000000002, 56.155999999999999, 56.560000000000002, 56.963999999999999, 57.368000000000002, 57.771999999999998, 58.176000000000002, 58.579999999999998, 58.984000000000002, 59.387999999999998, 59.792000000000002, 60.195999999999998, 60.600000000000001, 61.003999999999998, 61.408000000000001, 61.811999999999998, 62.216000000000001, 62.619999999999997, 63.024000000000001, 63.427999999999997, 63.832000000000001, 64.236000000000004, 64.640000000000001, 65.043999999999997, 65.447999999999993, 65.852000000000004, 66.256, 66.659999999999997, 67.063999999999993, 67.468000000000004, 67.872, 68.275999999999996, 68.680000000000007, 69.084000000000003, 69.488, 69.891999999999996, 70.296000000000006, 70.700000000000003, 71.103999999999999, 71.507999999999996, 71.912000000000006, 72.316000000000003, 72.719999999999999, 73.123999999999995, 73.528000000000006, 73.932000000000002, 74.335999999999999, 74.739999999999995, 75.144000000000005, 75.548000000000002, 75.951999999999998, 76.355999999999995, 76.760000000000005, 77.164000000000001, 77.567999999999998, 77.971999999999994, 78.376000000000005, 78.780000000000001, 79.183999999999997, 79.587999999999994, 79.992000000000004, 80.396000000000001, 80.799999999999997, 81.203999999999994, 81.608000000000004, 82.012, 82.415999999999997, 82.819999999999993, 83.224000000000004, 83.628, 84.031999999999996, 84.436000000000007, 84.840000000000003, 85.244, 85.647999999999996, 86.052000000000007, 86.456000000000003, 86.859999999999999, 87.263999999999996, 87.668000000000006, 88.072000000000003, 88.475999999999999, 88.879999999999995, 89.284000000000006, 89.688000000000002, 90.091999999999999, 90.495999999999995, 90.900000000000006, 91.304000000000002, 91.707999999999998, 92.111999999999995, 92.516000000000005, 92.920000000000002, 93.323999999999998, 93.727999999999994, 94.132000000000005, 94.536000000000001, 94.939999999999998, 95.343999999999994, 95.748000000000005, 96.152000000000001, 96.555999999999997, 96.959999999999994, 97.364000000000004, 97.768000000000001, 98.171999999999997, 98.575999999999993, 98.980000000000004, 99.384, 99.787999999999997, 100.19199999999999, 100.596, 101 ]; ssc.data_set_array( data, b'inv_pd_partload', inv_pd_partload); inv_pd_efficiency =[ 0, 0, 34.420000000000002, 55.200000000000003, 65.590000000000003, 71.819999999999993, 75.969999999999999, 78.939999999999998, 81.170000000000002, 82.900000000000006, 84.280000000000001, 85.420000000000002, 86.359999999999999, 87.159999999999997, 87.840000000000003, 88.439999999999998, 88.950000000000003, 89.409999999999997, 89.819999999999993, 90.180000000000007, 90.510000000000005, 90.810000000000002, 91.079999999999998, 91.319999999999993, 91.549999999999997, 91.75, 91.950000000000003, 92.120000000000005, 92.290000000000006, 92.439999999999998, 92.579999999999998, 92.719999999999999, 92.840000000000003, 92.959999999999994, 93.069999999999993, 93.170000000000002, 93.269999999999996, 93.370000000000005, 93.450000000000003, 93.540000000000006, 93.620000000000005, 93.689999999999998, 93.760000000000005, 93.829999999999998, 93.900000000000006, 93.959999999999994, 94.019999999999996, 94.079999999999998, 94.129999999999995, 94.180000000000007, 94.230000000000004, 94.280000000000001, 94.329999999999998, 94.370000000000005, 94.420000000000002, 94.459999999999994, 94.5, 94.540000000000006, 94.569999999999993, 94.609999999999999, 94.640000000000001, 94.680000000000007, 94.709999999999994, 94.739999999999995, 94.769999999999996, 94.799999999999997, 94.829999999999998, 94.859999999999999, 94.890000000000001, 94.909999999999997, 94.939999999999998, 94.959999999999994, 94.980000000000004, 95.010000000000005, 95.030000000000001, 95.049999999999997, 95.069999999999993, 95.090000000000003, 95.109999999999999, 95.129999999999995, 95.150000000000006, 95.170000000000002, 95.189999999999998, 95.209999999999994, 95.230000000000004, 95.239999999999995, 95.260000000000005, 95.280000000000001, 95.290000000000006, 95.310000000000002, 95.319999999999993, 95.340000000000003, 95.349999999999994, 95.359999999999999, 95.379999999999995, 95.390000000000001, 95.400000000000006, 95.420000000000002, 95.430000000000007, 95.439999999999998, 95.450000000000003, 95.469999999999999, 95.480000000000004, 95.489999999999995, 95.5, 95.510000000000005, 95.519999999999996, 95.530000000000001, 95.540000000000006, 95.549999999999997, 95.560000000000002, 95.569999999999993, 95.579999999999998, 95.590000000000003, 95.599999999999994, 95.609999999999999, 95.620000000000005, 95.629999999999995, 95.640000000000001, 95.640000000000001, 95.650000000000006, 95.659999999999997, 95.670000000000002, 95.680000000000007, 95.680000000000007, 95.689999999999998, 95.700000000000003, 95.709999999999994, 95.709999999999994, 95.719999999999999, 95.730000000000004, 95.730000000000004, 95.739999999999995, 95.75, 95.75, 95.760000000000005, 95.769999999999996, 95.769999999999996, 95.780000000000001, 95.780000000000001, 95.790000000000006, 95.799999999999997, 95.799999999999997, 95.810000000000002, 95.810000000000002, 95.819999999999993, 95.819999999999993, 95.829999999999998, 95.829999999999998, 95.840000000000003, 95.840000000000003, 95.849999999999994, 95.849999999999994, 95.859999999999999, 95.859999999999999, 95.870000000000005, 95.870000000000005, 95.879999999999995, 95.879999999999995, 95.890000000000001, 95.890000000000001, 95.890000000000001, 95.900000000000006, 95.900000000000006, 95.909999999999997, 95.909999999999997, 95.909999999999997, 95.920000000000002, 95.920000000000002, 95.930000000000007, 95.930000000000007, 95.930000000000007, 95.939999999999998, 95.939999999999998, 95.939999999999998, 95.950000000000003, 95.950000000000003, 95.959999999999994, 95.959999999999994, 95.959999999999994, 95.969999999999999, 95.969999999999999, 95.969999999999999, 95.980000000000004, 95.980000000000004, 95.980000000000004, 95.980000000000004, 95.989999999999995, 95.989999999999995, 95.989999999999995, 96, 96, 96, 96.010000000000005, 96.010000000000005, 96.010000000000005, 96.010000000000005, 96.019999999999996, 96.019999999999996, 96.019999999999996, 96.019999999999996, 96.030000000000001, 96.030000000000001, 96.030000000000001, 96.030000000000001, 96.040000000000006, 96.040000000000006, 96.040000000000006, 96.040000000000006, 96.049999999999997, 96.049999999999997, 96.049999999999997, 96.049999999999997, 96.060000000000002, 96.060000000000002, 96.060000000000002, 96.060000000000002, 96.060000000000002, 96.069999999999993, 96.069999999999993, 96.069999999999993, 96.069999999999993, 96.069999999999993, 96.079999999999998, 96.079999999999998, 96.079999999999998, 96.079999999999998, 96.079999999999998, 96.090000000000003, 96.090000000000003, 96.090000000000003, 96.090000000000003, 96.090000000000003, 96.090000000000003, 96.099999999999994, 96.099999999999994, 96.099999999999994, 96.099999999999994, 96.099999999999994, 96.099999999999994, 96.109999999999999, 96.109999999999999, 96.109999999999999, 96.109999999999999, 96.109999999999999, 96.109999999999999, 96.120000000000005, 96.120000000000005, 96.120000000000005, 96.120000000000005, 96.120000000000005 ]; ssc.data_set_array( data, b'inv_pd_efficiency', inv_pd_efficiency); ssc.data_set_number( data, b'inv_pd_pnt', 0 ) ssc.data_set_number( data, b'inv_pd_vdco', 310 ) ssc.data_set_number( data, b'inv_pd_vdcmax', 600 ) inv_tdc_cec_db = [[ 800, 28, -0.02, 56, 0 ], [ 600, 52, -0.037499999999999999, 60, 0 ], [ 390, 38, -0.012500000000000001, 50, -0.025000000000000001 ]]; ssc.data_set_matrix( data, b'inv_tdc_cec_db', inv_tdc_cec_db ); inv_tdc_cec_cg = [[ 800, 28, -0.02, 56, 0 ], [ 600, 52, -0.037499999999999999, 60, 0 ], [ 390, 38, -0.012500000000000001, 50, -0.025000000000000001 ]]; ssc.data_set_matrix( data, b'inv_tdc_cec_cg', inv_tdc_cec_cg ); inv_tdc_ds = [[ 800, 28, -0.02, 56, 0 ], [ 600, 52, -0.037499999999999999, 60, 0 ], [ 390, 38, -0.012500000000000001, 50, -0.025000000000000001 ]]; ssc.data_set_matrix( data, b'inv_tdc_ds', inv_tdc_ds ); inv_tdc_plc = [[ 800, 28, -0.02, 56, 0 ], [ 600, 52, -0.037499999999999999, 60, 0 ], [ 390, 38, -0.012500000000000001, 50, -0.025000000000000001 ]]; ssc.data_set_matrix( data, b'inv_tdc_plc', inv_tdc_plc ); ssc.data_set_number( data, b'en_batt', 0 ) ssc.data_set_number( data, b'adjust:constant', 0 ) ssc.data_set_number( data, b'dc_adjust:constant', 0 ) ssc.data_set_number( data, b'inv_snl_eff_cec', 97.053115844726562 ) ssc.data_set_number( data, b'inv_pd_eff', 95 ) ssc.data_set_number( data, b'inv_cec_cg_eff_cec', 96.636390686035156 ) module = ssc.module_create(b'pvsamv1') ssc.module_exec_set_print( 0 ); if ssc.module_exec(module, data) == 0: print ('pvsamv1 simulation error') idx = 1 msg = ssc.module_log(module, 0) while (msg != None): print (' : ' + msg.decode("utf - 8")) msg = ssc.module_log(module, idx) idx = idx + 1 SystemExit( "Simulation Error" ); ssc.module_free(module) ssc.data_set_number( data, b'enable_interconnection_limit', 0 ) ssc.data_set_number( data, b'grid_interconnection_limit_kwac', 100000 ) ssc.data_set_array_from_csv( data, b'grid_curtailment', b'C:/Users/hp/EE_Team Dropbox/EE PV/Code/test/20%_Efficiency_SAM_simulation_files/grid_curtailment.csv'); module = ssc.module_create(b'grid') ssc.module_exec_set_print( 0 ); if ssc.module_exec(module, data) == 0: print ('grid simulation error') idx = 1 msg = ssc.module_log(module, 0) while (msg != None): print (' : ' + msg.decode("utf - 8")) msg = ssc.module_log(module, idx) idx = idx + 1 SystemExit( "Simulation Error" ); ssc.module_free(module) annual_dc_net = ssc.data_get_number(data, b'annual_dc_net'); print ('Annual energy (year 1) = ', annual_dc_net) capacity_factor = ssc.data_get_number(data, b'capacity_factor'); print ('Capacity factor (year 1) = ', capacity_factor) kwh_per_kw = ssc.data_get_number(data, b'kwh_per_kw'); print ('Energy yield (year 1) = ', kwh_per_kw) performance_ratio = ssc.data_get_number(data, b'performance_ratio'); print ('Performance ratio (year 1) = ', performance_ratio) ssc.data_free(data); # append variables temp_df = {"Albedo": alb, "Bifaciality": bifaciality, "Efficiency": eff, "temperature coefficient": tc, "Annual DC energy": annual_dc_net, "Capacity factor": capacity_factor, "Energy yield": kwh_per_kw, "Performance ratio": performance_ratio, "Weather file": file, "Location": row[1], "Latitude": row[6], "Longitude": row[7]} df_results = df_results.append(temp_df, ignore_index=True) counter_loops = counter_loops + 1 print ("---------------------------Loops processed: " + str(counter_loops)) i = i+1 counter_files = counter_files + 1 # Saves results in excel df_results.to_excel("Results_2FFXTNLATSOUTH20_3_degree_sorted.xlsx") print("--------------- Files processed: " + str(counter_files));