Mechanics-based state of charge estimation for lithium-ion pouch battery using deep learning technique

Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs

Gregory L. Plett · Journal of Power Sources · 2004 · 1.7K citations

Engineering, Electrical Engineering, Systems Engineering +14

Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries

Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl et al. · IEEE Transactions on Industrial Electronics · 2017 · 845 citations

Engineering, Computer Science, Electrical Engineering +17

State estimation for advanced battery management: Key challenges and future trends

Fei Feng, Kailong Liu, Lei Zhang et al. · Renewable and Sustainable Energy Reviews · 2019 · 830 citations

Engineering, Electrical Engineering, Systems Engineering +17

Predicting the state of charge and health of batteries using data-driven machine learning

Man‐Fai Ng, Jin Zhao, Qingyu Yan et al. · Nature Machine Intelligence · 2020 · 743 citations · Full text

Engineering, Computer Science, Materials Science +12

State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network

Fangfang Yang, Weihua Li, Chuan Li et al. · Energy · 2019 · 529 citations

Engineering, Computer Science, Electrical Engineering +16