Battery state-of-charge estimation amid dynamic usage with physics-informed deep learning
Jinpeng Tian, Rui Xiong, Jiahuan Lu, Cheng Chen, Weixiang Shen
Topics & Concepts
Computer scienceDeep learningBattery (electricity)State of chargeVoltageArtificial intelligenceArtificial neural networkMean squared errorFuse (electrical)Domain knowledgeMachine learningPower (physics)Electrical engineeringEngineeringPhysicsMathematicsStatisticsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure