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Prognostics of lithium-ion batteries health state based on adaptive mode decomposition and long short-term memory neural network

Li Guo, Hongwei He, Yiran Ren, Runze Li, Bin Jiang, Jianye Gong

2023Engineering Applications of Artificial Intelligence61 citationsDOI

Topics & Concepts

PrognosticsComputer scienceState of healthBattery (electricity)Hilbert–Huang transformLithium-ion batteryDegradation (telecommunications)Artificial neural networkCharge cycleReliability engineeringArtificial intelligenceData miningWhite noiseTelecommunicationsPower (physics)EngineeringPhysicsQuantum mechanicsTrickle chargingAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems
Prognostics of lithium-ion batteries health state based on adaptive mode decomposition and long short-term memory neural network | Litcius