State-of-health estimation for lithium-ion batteries with hierarchical feature construction and auto-configurable Gaussian process regression
Haiyan Jin, Ningmin Cui, Lei Cai, Jinhao Meng, Junxin Li, Jichang Peng, Xinchao Zhao
Topics & Concepts
KrigingState of healthFeature (linguistics)Computer scienceProcess (computing)Kernel (algebra)Battery (electricity)Artificial intelligenceGaussian processSupport vector machineConstruct (python library)Reliability (semiconductor)GaussianData miningMachine learningEngineeringPattern recognition (psychology)MathematicsPower (physics)PhilosophyCombinatoricsPhysicsOperating systemProgramming languageLinguisticsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure