Useful life prediction based on wavelet packet decomposition and two-dimensional convolutional neural network for lithium-ion batteries
Ding Pan, Xiaojuan Liu, Huiqin Li, Zequan Huang, Ke Zhang, Long Shao, Oveis Abedinia
Topics & Concepts
PrognosticsComputer scienceReliability (semiconductor)Convolutional neural networkArtificial neural networkReliability engineeringData miningArtificial intelligenceMachine learningEngineeringQuantum mechanicsPhysicsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization