Deep Learning in the State of Charge Estimation for Li-Ion Batteries of Electric Vehicles: A Review

Deep Learning in the State of Charge Estimation for Li-Ion Batteries of Electric Vehicles: A Review

As one of the critical state parameters of the battery management system, the state of charge (SOC) of lithium batteries can provide an essential reference for battery safety management, charge/discharge control, and the energy management of electric vehicles (EVs). To analyze the application of dee...

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Bibliographic Details
Main Authors: Dawei Zhang, Chen Zhong, Peijuan Xu, Yiyang Tian
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Machines
Subjects:
electric vehicles
review
SOC estimation
deep learning
lithium-ion battery
Online Access:https://www.mdpi.com/2075-1702/10/10/912

Internet

https://www.mdpi.com/2075-1702/10/10/912

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