A deep learning method based on CNN-BiGRU and attention mechanism for proton exchange membrane fuel cell performance degradation prediction
Jiaming Zhou, Xing Shu, Jinming Zhang, Fengyan Yi, Chunchun Jia, Caizhi Zhang, Xianghao Kong, Junling Zhang, Guangping Wu
Topics & Concepts
Degradation (telecommunications)Proton exchange membrane fuel cellComputer scienceMembraneProtonMechanism (biology)Fuel cellsDeep learningChemistryChemical engineeringArtificial intelligenceMaterials scienceEnvironmental scienceProcess engineeringAutomotive engineeringEngineeringPhysicsTelecommunicationsBiochemistryQuantum mechanicsFuel Cells and Related MaterialsFault Detection and Control SystemsSoftware System Performance and Reliability