Physical informed neural network for SOH estimation of lithium-ion battery with electrochemical mechanism
Kai Gao, Qi Li, Lin Hu, Jing Huang, Jing Huang, Yue Wu, Yue Wu
Topics & Concepts
InterpretabilityBattery (electricity)Computer scienceArtificial neural networkProcess (computing)Degradation (telecommunications)GeneralizationState of healthTransient (computer programming)Artificial intelligenceLayer (electronics)Mechanism (biology)Heat generationMachine learningControl theory (sociology)Estimation theoryReduction (mathematics)Recurrent neural networkMathematical modelAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies