State of charge estimation of lithium-ion batteries based on PSO-TCN-Attention neural network

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie Bai, J. Zico Kolter, Vladlen Koltun · arXiv (Cornell University) · 2018 · 4.3K citations · Full text

Computing, Computer Science, Computer Vision +13

Modeling of Galvanostatic Charge and Discharge of the Lithium/Polymer/Insertion Cell

Marc Doyle, Thomas F. Fuller, John Newman · Journal of The Electrochemical Society · 1993 · 4.2K citations

Natural Sciences, Materials Engineering, Materials Science +17

State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures

Yinjiao Xing, Wei He, Michael Pecht et al. · Applied Energy · 2013 · 943 citations

Engineering, Chemical Engineering, Electrical Engineering +17

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-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