Cloud-Based Deep Learning for Co-Estimation of Battery State of Charge and State of Health

Rechargeable lithium-ion batteries are currently the most viable option for energy storage systems in electric vehicle (EV) applications due to their high specific energy, falling costs, and acceptable cycle life. However, accurately predicting the parameters of complex, nonlinear battery systems re...

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Bibliographic Details
Main Authors: Dapai Shi, Jingyuan Zhao, Zhenghong Wang, Heng Zhao, Chika Eze, Junbin Wang, Yubo Lian, Andrew F. Burke
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/16/9/3855