A hybrid data-driven model for state of health estimation of Lithium-ion battery with capacity recovery
Yu Lin, Luo Zeng Zhou, Jianhai Yan, Shuguang He
Topics & Concepts
Computer scienceBattery (electricity)Hilbert–Huang transformBattery capacityData miningDecompositionDegradation (telecommunications)Reliability engineeringConvolutional neural networkProcess (computing)Artificial neural networkArtificial intelligenceConsistency (knowledge bases)Feature extractionMachine learningSimilarity (geometry)State (computer science)State of healthFeature (linguistics)Component (thermodynamics)Key (lock)Mode (computer interface)Data extractionExploitDecomposition method (queueing theory)Pattern recognition (psychology)Relation (database)Advanced Battery Technologies ResearchFault Detection and Control SystemsReliability and Maintenance Optimization