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An improved proportional control forgetting factor recursive least square-Monte Carlo adaptive extended Kalman filtering algorithm for high-precision state-of-charge estimation of lithium-ion batteries

Chenyu Zhu, Shunli Wang, Chunmei Yu, Heng Zhou, Carlos Fernández

2023Journal of Solid State Electrochemistry13 citationsDOIOpen Access PDF

Topics & Concepts

Extended Kalman filterState of chargeAlgorithmKalman filterMonte Carlo methodMean squared errorControl theory (sociology)Lithium-ion batteryComputer scienceEngineeringBattery (electricity)MathematicsStatisticsArtificial intelligenceControl (management)PhysicsPower (physics)Quantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems
An improved proportional control forgetting factor recursive least square-Monte Carlo adaptive extended Kalman filtering algorithm for high-precision state-of-charge estimation of lithium-ion batteries | Litcius