Optimized multi-hidden layer long short-term memory modeling and suboptimal fading extended Kalman filtering strategies for the synthetic state of charge estimation of lithium-ion batteries
Yanxin Xie, Shunli Wang, Gexiang Zhang, Yongcun Fan, Carlos Fernández, Frede Blaabjerg
Topics & Concepts
State of chargeMean absolute percentage errorFadingMean squared errorKalman filterBattery (electricity)Extended Kalman filterEngineeringAlgorithmComputer scienceControl theory (sociology)Artificial neural networkMathematicsArtificial intelligenceStatisticsPower (physics)Quantum mechanicsPhysicsControl (management)Decoding methodsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure