Integrating physics-based modeling and machine learning for degradation diagnostics of lithium-ion batteries
Adam Thelen, Yu Hui Lui, Sheng Shen, Simon Laflamme, Shan Hu, Hui Ye, Chao Hu
Topics & Concepts
Degradation (telecommunications)Lithium (medication)Battery (electricity)IonPhysics of failureMachine learningComputer scienceFadeMaterials scienceReliability engineeringState of healthElectronicsArtificial intelligenceNanotechnologyElectrical engineeringEngineeringReliability (semiconductor)PhysicsPower (physics)TelecommunicationsOperating systemEndocrinologyMedicineQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies