Degradation prediction of proton exchange membrane fuel cell using auto-encoder based health indicator and long short-term memory network
Kai He, Zhongyong Liu, Yuning Sun, Lei Mao, Shouxiang Lu
Topics & Concepts
Proton exchange membrane fuel cellComputer scienceDurabilityRobustness (evolution)Degradation (telecommunications)Mean squared errorVoltageLong short term memoryReliability engineeringFuel cellsRecurrent neural networkArtificial intelligenceArtificial neural networkEngineeringChemical engineeringStatisticsChemistryMathematicsElectrical engineeringGeneDatabaseBiochemistryTelecommunicationsFuel Cells and Related MaterialsAdvanced Battery Technologies ResearchElectrocatalysts for Energy Conversion