State-of-charge estimation of lithium-ion batteries using LSTM and UKF
Fangfang Yang, Shaohui Zhang, Weihua Li, Qiang Miao
Topics & Concepts
State of chargeBattery (electricity)VoltageScheduleKalman filterExtended Kalman filterLithium iron phosphateControl theory (sociology)Mean squared errorRange (aeronautics)Artificial neural networkLithium-ion batteryElectric vehicleComputer scienceAutomotive engineeringEngineeringElectrical engineeringMathematicsControl (management)StatisticsPower (physics)Artificial intelligenceAerospace engineeringOperating systemPhysicsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure