Optimization of cathode catalyst layer composition for PEMFC based on an integrated approach of numerical simulation, surrogate model, multi-objective genetic algorithm and evaluation strategy
Ziqian Yang, Zhaojing Ni, Xiaolong Li, Xuanyu Wang, Kai Han, Yongzheng Wang, Yongzheng Wang
Topics & Concepts
Proton exchange membrane fuel cellSurrogate modelCathodeGenetic algorithmComputer scienceLayer (electronics)Materials scienceCatalysisAlgorithmChemical engineeringProcess engineeringFuel cellsChemistryNanotechnologyEngineeringMachine learningPhysical chemistryBiochemistryFuel Cells and Related MaterialsElectrocatalysts for Energy ConversionAdvancements in Solid Oxide Fuel Cells