A hybrid deep learning approach for remaining useful life prediction of lithium-ion batteries based on discharging fragments
Yunpeng Liu, Bo Hou, Moin Ahmed, Zhiyu Mao, Jiangtao Feng, Zhongwei Chen
Topics & Concepts
Hilbert–Huang transformDegradation (telecommunications)Robustness (evolution)Convolutional neural networkTrajectoryComputer scienceBattery capacityBattery (electricity)Lithium-ion batteryDeep learningArtificial intelligenceAlgorithmChemistryGeneAstronomyBiochemistryPhysicsFilter (signal processing)Power (physics)TelecommunicationsComputer visionQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization