State of charge estimation of Li-ion batteries based on deep learning methods and particle-swarm-optimized Kalman filter
Menghan Li, Chaoran Li, Qiang Zhang, Wei Liao, Zhonghao Rao
Topics & Concepts
Kalman filterDeep learningComputer scienceConvolutional neural networkState of chargeExtended Kalman filterArtificial intelligenceArtificial neural networkControl theory (sociology)Battery (electricity)PhysicsQuantum mechanicsPower (physics)Control (management)Advanced Battery Technologies ResearchFault Detection and Control SystemsAdvanced Algorithms and Applications