A RUL prediction method for lithium-ion batteries based on improved singular spectrum analysis and CSA-KELM
Guorong Ding, Hongxia Chen
Topics & Concepts
Hilbert–Huang transformKernel (algebra)Computer scienceSingular spectrum analysisConvergence (economics)Battery (electricity)Regularization (linguistics)Singular value decompositionHeuristicLithium-ion batteryAlgorithmMathematical optimizationMathematicsArtificial intelligenceWhite noiseTelecommunicationsEconomicsQuantum mechanicsPhysicsEconomic growthPower (physics)CombinatoricsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsMachine Learning and ELM