Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression
Zhongwei Deng, Xiaosong Hu, Xianke Lin, Yunhong Che, Le Xu, Wenchao Guo
Topics & Concepts
KrigingAutoregressive modelState of chargeGaussian processComputer scienceAlgorithmKalman filterGaussianBattery (electricity)Artificial intelligenceMachine learningStatisticsMathematicsPower (physics)Quantum mechanicsPhysicsAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureAdvancements in Battery Materials