A hybrid machine learning framework for joint SOC and SOH estimation of lithium-ion batteries assisted with fiber sensor measurements
Yihuan Li, Kang Li, Xuan Liu, Xiang Li, Li Zhang, Bruno Rente, Tong Sun, K. T. V. Grattan
Topics & Concepts
State of healthKrigingBattery (electricity)Computer scienceReduction (mathematics)Reliability (semiconductor)Structural health monitoringGaussianEngineeringElectronic engineeringMachine learningPower (physics)Electrical engineeringPhysicsQuantum mechanicsGeometryMathematicsAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureIoT-based Smart Home Systems