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In-situ battery life prognostics amid mixed operation conditions using physics-driven machine learning

Yongzhi Zhang, Xinhong Feng, Mingyuan Zhao, Jinpeng Tian

2023Journal of Power Sources55 citationsDOI

Topics & Concepts

Battery (electricity)PrognosticsReliability (semiconductor)VoltageVariable (mathematics)Relaxation (psychology)Computer scienceReliability engineeringMachine learningEngineeringMathematicsElectrical engineeringPhysicsPower (physics)PsychologyQuantum mechanicsSocial psychologyMathematical analysisAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies
In-situ battery life prognostics amid mixed operation conditions using physics-driven machine learning | Litcius