A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion polymer battery in electric vehicles - Xiong, Rui; Sun, Fengchun; Chen, Zheng; He, Hongwen (Applied energy, 2014)
Keywords: Algorithms; Applied sciences; batteries; Battery capacity; commercialization; Data-driven; Direct energy conversion and energy accumulation; Electric potential; electric power; Electric vehicles; Electrical engineering. Electrical power engineering; Electrical power engineering; Electrochemical conversion: primary and secondary batteries, fuel cells; electrochemistry; equations; Estimates; Exact sciences and technology; Kalman filtering; Lithium batteries; Lithium-ion polymer battery; Mathematical models; Multi-scale; polymers; State-of-Charge; Voltage; Electric vehicles; Lithium-ion polymer battery; Battery capacity; Data-driven; Multi-scale; State-of-Charge; Parameter estimation; Battery; Lithium; Polymer; Kalman filtering; Electric vehicle