Physics-informed machine learning model for battery state of health prognostics using partial charging segments
Sara Kohtz, Yanwen Xu, Zhuoyuan Zheng, Pingfeng Wang
Topics & Concepts
PrognosticsPhysics of failureBattery (electricity)State of healthKrigingGaussian processComputer scienceMachine learningEngineeringArtificial intelligenceReliability engineeringPhysicsGaussianPower (physics)Reliability (semiconductor)Quantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies