Table of Contents
Energies, Volume 11, Issue 1 (January 2018)
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Cover Story (view full-size image) The battery management system (BMS) in electric vehicles is based on state of charge (SOC) [...] Read more. The battery management system (BMS) in electric vehicles is based on state of charge (SOC) estimation. Most SOC estimation algorithms are based on equivalent circuit models. In practical application, changes in battery temperature vary widely. As a result, battery model parameters will change as the ambient temperature changes. It would be better if parameters were identified online. Compared with that of fixed parameters, the SOC estimation accuracy is significantly improved when the model parameters are constantly updated. View this paper