SOH estimation and prediction of lithium-ion batteries based on a physically constrained hybrid neural network
Zhiyong Hu, Zixian Wu, Xiaoxian WANG, Juncai Song, Siliang Lu
Topics & Concepts
InterpretabilityComputer scienceArtificial neural networkBattery (electricity)Degradation (telecommunications)Function (biology)Reliability engineeringTransient (computer programming)Machine learningEnergy (signal processing)Artificial intelligenceEstimationDomain (mathematical analysis)Data-drivenReliability (semiconductor)System dynamicsFace (sociological concept)Control engineeringRecurrent neural networkMonotonic functionEnergy managementTime domainDomain knowledgeAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies