A hybrid model for state of charge estimation of lithium-ion batteries utilizing improved adaptive extended Kalman filter and long short-term memory neural network
Chunsheng Wang, Ripeng Li, Yuan Cao, Mutian Li
Topics & Concepts
State of chargeMean squared errorRobustness (evolution)Control theory (sociology)Extended Kalman filterKalman filterRecursive least squares filterArtificial neural networkConvergence (economics)Computer scienceLithium-ion batteryAlgorithmBattery (electricity)MathematicsAdaptive filterChemistryMachine learningArtificial intelligenceStatisticsPower (physics)EconomicsBiochemistryPhysicsControl (management)Quantum mechanicsGeneEconomic growthAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsControl Systems and Identification