Title :
Estimating the state of charge of lithium batteries based on fractional-order sliding-mode observer
Author :
Chun Yin ; QiShui Zhong ; Yangquan Chen ; Shou-ming Zhong
Author_Institution :
Sch. of Math. Sci., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
This paper considers estimating the state-of-charge (SOC) for lithium-ion batteries, that utilizes a fractional-order (FO) sliding-mode observer (SMO) is investigated. The capacity loss and deterioration resistance can be estimated by the FO SMO. Based on Mittag-Leffler stability theory, the FO SMO is designed and analyzed. The convergence property about FO SMO is shown by utilizing the Lyanunov-Krasovskii function. A key analysis technique is enabled by proposed a fundamental boundedness lemma. The proposed method is easily applied to SOC in order to illustrate robust control properties against system´s errors. The simulation examples are used to illustrate effectiveness of the proposed control scheme.
Keywords :
Lyapunov methods; secondary cells; variable structure systems; Lyanunov-Krasovskii function; Mittag-Leffler stability theory; SMO; SOC; fractional-order sliding-mode observer; lithium-ion batteries; robust control properties; state of charge estimation; Batteries; Circuit stability; Equations; Estimation; Integrated circuit modeling; Stability analysis; System-on-chip; Battery equivalent circuit model; Fractional-order sliding-mode observer; Lithium-ion batteries; Mittag-Leffler stability; State of Charge;
Conference_Titel :
Fractional Differentiation and Its Applications (ICFDA), 2014 International Conference on
Conference_Location :
Catania
DOI :
10.1109/ICFDA.2014.6967363