State of charge estimation of lithium-ion batteries using transfer dual-stream physics-informed network
Yuhang Zhou, Changdong Wang, Taochen Gu, Huamin Jie, Zhen Tao, Richard Xian‐Ke Gao, Kye Yak See, Zhenyu Zhao
Topics & Concepts
InterpretabilityComputer scienceScalabilityRobustness (evolution)Transfer of learningConvolutional neural networkOverfittingExtrapolationMachine learningArtificial intelligenceBattery (electricity)State of chargeArtificial neural networkGeneralizationKey (lock)Deep learningNetwork architectureState (computer science)Transfer (computing)Data modelingScheme (mathematics)Multilayer perceptronEstimationAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsMachine Fault Diagnosis Techniques