An Enhanced Data-Driven Model for Lithium-Ion Battery State-of-Health Estimation with Optimized Features and Prior Knowledge
Huanyang Huang, Jinhao Meng, Yuhong Wang, Lei Cai, Jichang Peng, Ji Wu, Qian Xiao, Tianqi Liu, Remus Teodorescu
Topics & Concepts
KrigingState of healthComputer scienceBattery (electricity)EstimatorVoltageMean squared errorLithium-ion batteryHyperparameter optimizationSupport vector machineArtificial intelligenceEngineeringMachine learningStatisticsMathematicsPower (physics)PhysicsElectrical engineeringQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure