Machine learning enables rapid state of health estimation of each cell within battery pack

Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation

Jiangong Zhu, Yixiu Wang, Yuan Huang et al. · Nature Communications · 2022 · 732 citations · Full text

Engineering, Chemical Engineering, Computer Science +15

A novel deep learning framework for state of health estimation of lithium-ion battery

Yaxiang Fan, Fei Xiao, Chaoran Li et al. · Journal of Energy Storage · 2020 · 394 citations

Computing, Computer Science, Machine Learning +14

Battery SOH estimation method based on gradual decreasing current, double correlation analysis and GRU

Chaolong Zhang, Laijin Luo, Yang Zhong et al. · Green Energy and Intelligent Transportation · 2023 · 179 citations · Full text

Engineering, Computer Science, Electrical Engineering +15

Multistage State of Health Estimation of Lithium-Ion Battery With High Tolerance to Heavily Partial Charging

Zhongbao Wei, Haokai Ruan, Yang Li et al. · IEEE Transactions on Power Electronics · 2022 · 153 citations · Full text

Engineering, Computer Science, Electrochemical Engineering +16

Two-stage aging trajectory prediction of LFP lithium-ion battery based on transfer learning with the cycle life prediction

Ziyou Zhou, Yonggang Liu, Mingxing You et al. · Green Energy and Intelligent Transportation · 2022 · 150 citations · Full text

Computing, Computer Science, Electrochemical Engineering +16