State of Charge and State of Energy Estimation for Lithium-Ion Batteries Based on a Long Short-Term Memory Neural Network

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

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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

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Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

Zhongwei Deng, Xianke Lin, Yunhong Che et al. · Energy · 2020 · 409 citations

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Data-driven state of charge estimation of lithium-ion batteries: Algorithms, implementation factors, limitations and future trends

Molla Shahadat Hossain Lipu, M. A. Hannan, Aini Hussain et al. · Journal of Cleaner Production · 2020 · 366 citations

Engineering, Chemical Engineering, Chemistry +17