Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML

Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML

Accurate online capacity estimation and life prediction of lithium-ion batteries (LIBs) are crucial to large-scale commercial use for electric vehicles. The data-driven method lately has drawn great attention in this field due to efficient machine learning, but it remains an ongoing challenge in the...

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Bibliographic Details
Main Authors: Chenqiang Luo, Zhendong Zhang, Dongdong Qiao, Xin Lai, Yongying Li, Shunli Wang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Energies
Subjects:
lithium-ion battery
incremental capacity
automated machine learning
life prediction
Online Access:https://www.mdpi.com/1996-1073/15/13/4594

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