An ASTSEKF optimizer with nonlinear condition adaptability for accurate SOC estimation of lithium-ion batteries
Paul Takyi‐Aninakwa, Shunli Wang, Hongying Zhang, Huan Li, Xiao Yang, Carlos Fernández
Topics & Concepts
Nonlinear autoregressive exogenous modelControl theory (sociology)State of chargeCholesky decompositionMean squared errorNonlinear systemExtended Kalman filterKalman filterBattery (electricity)Computer scienceAlgorithmEngineeringArtificial neural networkMathematicsPower (physics)Artificial intelligenceStatisticsEigenvalues and eigenvectorsPhysicsControl (management)Quantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems