A generalizable physics-informed neural network for lithium-ion battery SOH estimation utilizing partial charging segments
Sijing Wang, Ruoyu Zhou, Yijia Ren, Honglai Liu, Yiting Lin, Cheng Lian
Topics & Concepts
Computer scienceRobustness (evolution)Artificial neural networkScalabilityMean squared errorAdaptabilityGeneralizationNonlinear systemRange (aeronautics)Battery (electricity)State of chargeArtificial intelligenceBoosting (machine learning)Limit (mathematics)VoltageFeature (linguistics)AlgorithmLasso (programming language)Machine learningPattern recognition (psychology)Reduction (mathematics)RegressionPartial least squares regressionAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsWireless Power Transfer Systems