Jiangwei Shen

State of health estimation for lithium-ion batteries based on temperature prediction and gated recurrent unit neural network

Zheng Chen, Hongqian Zhao, Yuanjian Zhang et al. · Journal of Power Sources · 2021 · 207 citations

Electrical Engineering, Engineering, Machine Learning +12

A Flexible State-of-Health Prediction Scheme for Lithium-Ion Battery Packs With Long Short-Term Memory Network and Transfer Learning

Xing Shu, Jiangwei Shen, Guang Li et al. · IEEE Transactions on Transportation Electrification · 2021 · 197 citations · Full text

Engineering, Machine Learning, Life Prediction +17

State of health prediction of lithium-ion batteries based on machine learning: Advances and perspectives

Xing Shu, Jiangwei Shen, Yuanjian Zhang et al. · iScience · 2021 · 183 citations · Full text

State of Health Estimation for Lithium-Ion Batteries Based on Healthy Features and Long Short-Term Memory

Yitao Wu, Qiao Xue, Jiangwei Shen et al. · IEEE Access · 2020 · 149 citations · Full text

Engineering, Machine Learning, Life Prediction +22

Online State of Health Estimation for Lithium-Ion Batteries Based on Support Vector Machine

Zheng Chen, Mengmeng Sun, Xing Shu et al. · Applied Sciences · 2018 · 124 citations · Full text

Engineering, Online State, Diagnosis +21