A novel back propagation neural network-dual extended Kalman filter method for state-of-charge and state-of-health co-estimation of lithium-ion batteries based on limited memory least square algorithm
Chao Wang, Shunli Wang, Jinzhi Zhou, Jialu Qiao, Xiao Yang, Yanxin Xie
Topics & Concepts
Mean squared errorControl theory (sociology)Kalman filterExtended Kalman filterState of chargeAlgorithmArtificial neural networkComputer scienceBattery (electricity)Power (physics)MathematicsArtificial intelligenceStatisticsPhysicsQuantum mechanicsControl (management)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems