State of charge estimation for energy storage lithium-ion batteries based on gated recurrent unit neural network and adaptive Savitzky-Golay filter
Jinbo Lu, Yafeng He, Huishi Liang, Miangang Li, Zinan Shi, Kui Zhou, Zhidan Li, Xiaoxu Gong, Guoqiang Yuan
Topics & Concepts
State of chargeArtificial neural networkMean squared errorBattery (electricity)Computer scienceFilter (signal processing)VoltagePower (physics)Energy (signal processing)AlgorithmReal-time computingControl theory (sociology)EngineeringArtificial intelligenceMathematicsElectrical engineeringStatisticsControl (management)Quantum mechanicsPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced battery technologies research