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Unknown input observer design for lithium-ion batteries SOC estimation based on a differential-algebraic model

Abstract : An accurate battery management strategy is a crucial need in the developing of reliable and viable plug in and hybrid electric vehicles. This on-board algorithm has the advantages to protect the battery from critical operating conditions and improve its lifetime. However, the effectiveness of the battery management strategy mainly depends on the accuracy of its state of charge (SOC). In this context, this paper proposes a novel technique for the SOC estimation based on the unknown input observer and a new differential-algebraic model of a lithium iron phosphate battery. The proposed observer aims to overcome the unknown value of the initial SOC for on-board batteries using only current and terminal voltage measurements. A reduced-order based unknown input observer is developed to estimate the open circuit voltage and the SOC using the OCV-SOC characteristic offlinedetermined. The unbiasedness of the estimation error is guaranteed by the parameterization of a set of Sylvester constraints. The performance of the proposed observer is verified by simulations and experiments and the accuracy of the obtained results is analyzed and assessed.
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https://hal-amu.archives-ouvertes.fr/hal-03150530
Contributor : Seifeddine Ben Elghali Connect in order to contact the contributor
Submitted on : Wednesday, February 24, 2021 - 5:51:26 PM
Last modification on : Tuesday, October 19, 2021 - 10:59:45 PM
Long-term archiving on: : Tuesday, May 25, 2021 - 6:08:17 PM

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Jamila Snoussi, Seifeddine Ben Elghali, Mohamed Zerrougui, Michel Bensoam, Mohamed Benbouzid, et al.. Unknown input observer design for lithium-ion batteries SOC estimation based on a differential-algebraic model. Journal of Energy Storage, Elsevier, 2020, 32, pp.101973. ⟨10.1016/j.est.2020.101973⟩. ⟨hal-03150530⟩

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