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Yuanyuan Liu, Yaqiong Fu, Huipin Lin, Jingbiao Liu, Mingyu Gao and Zhiwei He
This work can be applied to online estimation of state of charge for Li-ion batteries and other state estimation applications with constraints.
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Zhiwei He, Mingyu Gao, Guojin Ma, Yuanyuan Liu and Lijun Tang
Battery grouping is a technology widely used to improve the performance of battery packs. In this paper, we propose a time series clustering based battery grouping method. The proposed method utilizes the whole battery charge/discharge sequence for batte...
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Zhiwei He, Mingyu Gao, Caisheng Wang, Leyi Wang and Yuanyuan Liu
Accurate estimation of the state of charge (SOC) of batteries is one of the key problems in a battery management system. This paper proposes an adaptive SOC estimation method based on unscented Kalman filter algorithms for lithium (Li)-ion batteries. Fir...
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