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A data-fusion-model method for state of health estimation of Li-ion battery packs based on partial charging curve

Xingzi Qiang Wenting Liu Zhiqiang Lyu Haijun Ruan Xiaoyu Li

新能源与智能载运（英文）2025，Vol.3Issue(3)：1-12,12.

新能源与智能载运（英文）2025，Vol.3Issue(3)：1-12,12.DOI:10.1016/j.geits.2024.100169

A data-fusion-model method for state of health estimation of Li-ion battery packs based on partial charging curve

Xingzi Qiang ¹Wenting Liu ¹Zhiqiang Lyu ¹Haijun Ruan ²Xiaoyu Li³

作者信息

1. School of Internet,Anhui University,Hefei,230039,China
2. Institute for Clean Growth & Future Mobility,Coventry University,UK
3. School of Mechanical Engineering,Hebei University of Technology,Tianjin,300130,China
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摘要

关键词

Li-ion battery pack/State of health/Data-fusion-model method/Particle filter/Gaussian process regression/Support vector regression

Key words

Li-ion battery pack/State of health/Data-fusion-model method/Particle filter/Gaussian process regression/Support vector regression

引用本文复制引用

Xingzi Qiang,Wenting Liu,Zhiqiang Lyu,Haijun Ruan,Xiaoyu Li..A data-fusion-model method for state of health estimation of Li-ion battery packs based on partial charging curve[J].新能源与智能载运（英文）,2025,3(3):1-12,12.

基金项目

This work was supported by the National Natural Science Foundation of China(Grant No.62303007),Doctoral Research Start-up Funding(Grant No.S020318015/028)and China Postdoctoral Science Founda-tion(No.2023M741452). （Grant No.62303007）

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