State of health prediction for proton exchange membrane fuel cells combining semi-empirical model and machine learning
Jichao Hong, Haixu Yang, Fengwei Liang, Kerui Li, Xinyang Zhang, Huaqin Zhang, Chi Zhang, Qianqian Yang, Jiegang Wang
Topics & Concepts
Proton exchange membrane fuel cellVoltageTest dataComputer scienceArtificial neural networkMachine learningState of healthMean squared errorArtificial intelligenceEmpirical modellingEngineeringFuel cellsSimulationStatisticsPower (physics)MathematicsProgramming languageElectrical engineeringPhysicsBattery (electricity)Chemical engineeringQuantum mechanicsFuel Cells and Related MaterialsAdvanced Battery Technologies ResearchElectrocatalysts for Energy Conversion