# -*- coding: utf-8 -*- """Chamberline-Kim model functions.""" import math from opem.Params import Chamberline_InputParams as InputParams from opem.Params import Chamberline_OutputParams as OutputParams from opem.Params import Chamberline_Params_Default as Defaults from opem.Static.Amphlett import Efficiency_Calc, Power_Calc, VStack_Calc, PowerStack_Calc, Power_Thermal_Calc, Power_Total_Calc, Linear_Aprox_Params_Calc, Max_Params_Calc import opem.Functions from opem.Params import Chamberline_Description, Overall_Params_Max_Description, Overall_Params_Linear_Description, Report_Message import os def Vcell_Calc(E0, b, R, m, n, i, A): """ Calculate cell voltage. :param E0: open circuit voltage [V] :type E0: float :param b: Tafel's parameter for the oxygen reduction [V] :type b: float :param R: resistance [ohm.cm2] :type R: float :param m: diffusion's parameters [V] :type m: float :param n: diffusion's parameters [V] :type n: float :param i: cell operating current [A] :type i: float :param A: active area [cm2] :type A: float :return: cell voltage [V] """ try: J = i / A result = E0 - b * math.log(J) - R * J - m * math.exp(n * J) return result except (TypeError, OverflowError, ValueError): print( "[Error] Vcell Calculation Error (E0:%s, b:%s, R:%s, m:%s, n:%s, i:%s, A:%s)" % (str(E0), str(b), str(R), str(m), str(n), str(i), str(A))) def Static_Analysis( InputMethod=opem.Functions.Get_Input, TestMode=False, PrintMode=True, ReportMode=True, Folder=os.getcwd()): """ Run Chamberline-Kim static analysis. :param InputMethod: input function or input test vector :type InputMethod: dict or Get_Input function object :param TestMode: test mode flag :type TestMode: bool :param PrintMode: print mode control flag (True : print outputs) :type PrintMode: bool :param ReportMode: report mode control flag (True : generate report) :type ReportMode: bool :param Folder: output folder address :type Folder: str :return: result as dict """ OutputFile = None CSVFile = None Warning1 = False Warning2 = False I_Warning = 0 Overall_Params_Max = {} Overall_Params_Linear = {} Simulation_Title = "Chamberline-Kim" try: if PrintMode: print("###########") print(Simulation_Title + "-Model Simulation") print("###########") OutputParamsKeys = sorted(OutputParams) Output_Dict = dict( zip(OutputParamsKeys, [None] * len(OutputParamsKeys))) if not TestMode: Input_Dict = InputMethod(InputParams, params_default=Defaults) else: Input_Dict = InputMethod Input_Dict = opem.Functions.filter_default( input_dict=Input_Dict, params_default=Defaults) if PrintMode: print("Analyzing . . .") Name = Input_Dict["Name"] if ReportMode: OutputFile = opem.Functions.Output_Init( Input_Dict, Simulation_Title, Name, Folder) CSVFile = opem.Functions.CSV_Init( OutputParamsKeys, OutputParams, Simulation_Title, Name, Folder) HTMLFile = opem.Functions.HTML_Init(Simulation_Title, Name, Folder) IEnd = Input_Dict["i-stop"] IStep = Input_Dict["i-step"] Precision = opem.Functions.get_precision(IStep) [i, IEnd, IStep] = opem.Functions.filter_range( Input_Dict["i-start"], IEnd, IStep) I_List = [] Efficiency_List = [] Power_List = [] Vstack_List = [] Power_Thermal_List = [] while i < IEnd: try: I_List.append(i) Output_Dict["Vcell"] = Vcell_Calc( Input_Dict["E0"], Input_Dict["b"], Input_Dict["R"], Input_Dict["m"], Input_Dict["n"], i, Input_Dict["A"]) [Warning1, I_Warning] = opem.Functions.warning_check_1( Output_Dict["Vcell"], I_Warning, i, Warning1) Warning2 = opem.Functions.warning_check_2( Vcell=Output_Dict["Vcell"], warning_flag=Warning2) Output_Dict["PEM Efficiency"] = Efficiency_Calc( Output_Dict["Vcell"]) Output_Dict["Power"] = Power_Calc(Output_Dict["Vcell"], i) Output_Dict["VStack"] = VStack_Calc( Input_Dict["N"], Output_Dict["Vcell"]) Vstack_List.append(Output_Dict["VStack"]) Efficiency_List.append(Output_Dict["PEM Efficiency"]) Output_Dict["Power-Stack"] = PowerStack_Calc( Output_Dict["Power"], Input_Dict["N"]) Output_Dict["Power-Thermal"] = Power_Thermal_Calc( VStack=Output_Dict["VStack"], N=Input_Dict["N"], i=i) Power_List.append(Output_Dict["Power-Stack"]) Power_Thermal_List.append(Output_Dict["Power-Thermal"]) if ReportMode: opem.Functions.Output_Save( OutputParamsKeys, Output_Dict, OutputParams, i, OutputFile, PrintMode) opem.Functions.CSV_Save( OutputParamsKeys, Output_Dict, i, CSVFile) i = opem.Functions.rounder(i + IStep, Precision) except Exception as e: print(e) i = opem.Functions.rounder(i + IStep, Precision) if ReportMode: opem.Functions.Output_Save( OutputParamsKeys, Output_Dict, OutputParams, i, OutputFile, PrintMode) opem.Functions.CSV_Save( OutputParamsKeys, Output_Dict, i, CSVFile) [Estimated_V, B0, B1] = opem.Functions.linear_plot( x=I_List, y=Vstack_List) Linear_Approx_Params = Linear_Aprox_Params_Calc(B0, B1) Max_Params = Max_Params_Calc(Power_List, Efficiency_List, Vstack_List) Power_Total = Power_Total_Calc(Vstack_List, IStep, Input_Dict["N"]) Overall_Params_Linear["Pmax(L-Approx)"] = Linear_Approx_Params[0] Overall_Params_Linear["V0"] = B0 Overall_Params_Linear["K"] = B1 Overall_Params_Linear["VFC|Pmax(L-Approx)"] = Linear_Approx_Params[1] Overall_Params_Max["Pmax"] = Max_Params["Max_Power"] Overall_Params_Max["VFC|Pmax"] = Max_Params["Max_VStack"] Overall_Params_Max["Efficiency|Pmax"] = Max_Params["Max_EFF"] Overall_Params_Max["Ptotal(Elec)"] = Power_Total[0] Overall_Params_Max["Ptotal(Thermal)"] = Power_Total[1] if ReportMode: OutputFile.close() CSVFile.close() if PrintMode: print(Report_Message) opem.Functions.HTML_Desc( Simulation_Title, Chamberline_Description, HTMLFile) opem.Functions.HTML_Input_Table( Input_Dict=Input_Dict, Input_Params=InputParams, file=HTMLFile) opem.Functions.HTML_Overall_Params_Table( Overall_Params_Max, Overall_Params_Max_Description, file=HTMLFile, header=True) opem.Functions.HTML_Chart( x=str(I_List), y=str(Power_List), color='rgba(255,99,132,1)', x_label="I(A)", y_label="P(W)", chart_name="Power-Stack", size="600px", file=HTMLFile) opem.Functions.HTML_Chart( x=str(I_List), y=[ str(Vstack_List), str(Estimated_V)], color=[ 'rgba(99,100,255,1)', 'rgb(238, 210, 141)'], x_label="I(A)", y_label="V(V)", chart_name=[ "Voltage-Stack", "Linear-Apx"], size="600px", file=HTMLFile) opem.Functions.HTML_Overall_Params_Table( Overall_Params_Linear, Overall_Params_Linear_Description, file=HTMLFile, header=False) opem.Functions.HTML_Chart( x=str(I_List), y=str(Efficiency_List), color='rgb(255, 0, 255)', x_label="I(A)", y_label="EFF", chart_name="Efficiency", size="600px", file=HTMLFile) opem.Functions.HTML_Chart(x=str(list(map(opem.Functions.rounder, Power_List))), y=str(Efficiency_List), color='rgb(238, 210, 141)', x_label="P(W)", y_label="EFF", chart_name="Efficiency vs Power", size="600px", file=HTMLFile) opem.Functions.HTML_Chart( x=str(I_List), y=str(Power_Thermal_List), color='rgb(255, 0, 255)', x_label="I(A)", y_label="P(W)", chart_name="Power(Thermal)", size="600px", file=HTMLFile) opem.Functions.warning_print( warning_flag_1=Warning1, warning_flag_2=Warning2, I_Warning=I_Warning, file=HTMLFile, PrintMode=PrintMode) opem.Functions.HTML_End(HTMLFile) HTMLFile.close() if PrintMode: print("Done!") if not TestMode: if PrintMode: print( "Result In -->" + os.path.join( os.getcwd(), Simulation_Title)) else: return { "Status": True, "P": Power_List, "I": I_List, "V": Vstack_List, "EFF": Efficiency_List, "Ph": Power_Thermal_List, "V0": B0, "K": B1, "VE": Estimated_V} except Exception: if TestMode: return { "Status": False, "Message": "[Error] " + Simulation_Title + " Simulation Failed!(Check Your Inputs)"} print( "[Error] " + Simulation_Title + " Simulation Failed!(Check Your Inputs)")