Battery health management using physics-informed machine learning: Online degradation modeling and remaining useful life prediction
Junchuan Shi, Alexis V. Rivera, Dazhong Wu
Topics & Concepts
Battery (electricity)Physics of failureReliability (semiconductor)Degradation (telecommunications)Lithium-ion batteryReliability engineeringLithium (medication)Computer scienceSimulationEngineeringArtificial intelligenceAutomotive engineeringPower (physics)Electrical engineeringPhysicsMedicineQuantum mechanicsEndocrinologyAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization