A Mechanism-aid Deep Learning Method for Li-ion Battery State-of-charge Estimation

An accurate estimation on the battery state of charge (SOC) could serve as a foundation for the secure and stable operation of battery management systems. The rapid development of data science and artificial intelligence provides a new solution for battery SOC estimation. However, existing methods t...

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Bibliographic Details
Main Authors: Zhanghua Xiao, Cheng Ji, Fangyuan Ma, Jingde Wang, Wei Sun, Chi Zhai
Format: Article
Language:English
Published: AIDIC Servizi S.r.l. 2024-12-01
Series:Chemical Engineering Transactions
Online Access:https://www.cetjournal.it/index.php/cet/article/view/14975
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