A novel approach for prognosis of lithium-ion battery based on geometrical features and data-driven model

A novel approach for prognosis of lithium-ion battery based on geometrical features and data-driven model

Lithium-ion (Li-ion) batteries are widely used in such devices as today’s electrical vehicles, consumer electronics, and unmanned aerial vehicles, and will play a key role in the future. Unexpected Li-ion battery abnormities may result in serious inconvenience and enormous replacement costs. Thus, t...

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Bibliographic Details
Main Authors: Guoning Xu, Yang Gao, Yongxiang Li, Zhongzhen Jia, Xiaowei Du, Yanchu Yang, Sheng Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Energy Research
Subjects:
lithium-ion battery
capacity
end-of-discharge
geometrical features
CV-GA-BPNN
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1144450/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1144450/full

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