Enhanced transformer encoder long short-term memory hybrid neural network for multiple temperature state of charge estimation of lithium-ion batteries

Review of battery state estimation methods for electric vehicles - Part I: SOC estimation

Osman Demirci, Sezai Taşkın, Erik Schaltz et al. · Journal of Energy Storage · 2024 · 262 citations · Full text

Engineering, Automotive Engineering, Electrical Engineering +14

SOC estimation of Li-ion battery using convolutional neural network with U-Net architecture

Xinyuan Fan, Weige Zhang, Caiping Zhang et al. · Energy · 2022 · 169 citations

Engineering, Computer Engineering, Computer Science +17

State of charge estimation for lithium-ion batteries based on battery model and data-driven fusion method

Jiayang Hou, Jun Xu, Chuanping Lin et al. · Energy · 2023 · 137 citations

Engineering, Chemical Engineering, Data Science +16

A self-attention-based CNN-Bi-LSTM model for accurate state-of-charge estimation of lithium-ion batteries

Zeinab Sherkatghanad, Amin Ghazanfari, Vladimir Makarenkov · Journal of Energy Storage · 2024 · 124 citations · Full text

Computing, Computer Science, Materials Science +17

Aging mechanisms, prognostics and management for lithium-ion batteries: Recent advances

Yujie Wang, Haoxiang Xiang, Yin‐Yi Soo et al. · Renewable and Sustainable Energy Reviews · 2024 · 108 citations

Engineering, Materials Engineering, Materials Science +14