State-of-charge estimation of lithium-ion battery: Joint long short-term memory network and adaptive extended Kalman filter online estimation algorithm
Hongyu Zhao, Chenglin Liao, Chengzhong Zhang, Liye Wang, Lifang Wang
Topics & Concepts
Kalman filterState of chargeMean squared errorComputer scienceAlgorithmControl theory (sociology)Extended Kalman filterRobustness (evolution)Recurrent neural networkBattery (electricity)Artificial neural networkMathematicsArtificial intelligenceStatisticsPower (physics)Quantum mechanicsPhysicsControl (management)ChemistryBiochemistryGeneAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems