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Hybrid Methods Using Neural Network and Kalman Filter for the State of Charge Estimation of Lithium-Ion Battery

With the increasing carbon emissions worldwide, lithium-ion batteries have become the main component of energy storage systems for clean energy due to their unique advantages. Accurate and reliable state-of-charge (SOC) estimation is a central factor in the widespread use of lithium-ion batteries. T...

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Main Authors: Zhenhua Cui, Jiyong Dai, Jianrui Sun, Dezhi Li, Licheng Wang, Kai Wang
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Limited 2022-01-01
Colecção:Mathematical Problems in Engineering
Acesso em linha:http://dx.doi.org/10.1155/2022/9616124
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