A high-speed recurrent state network with noise reduction for multi-temperature state of energy estimation of electric vehicles lithium-ion batteries

Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles

Fengchun Sun, Yuan Zou, Siguang Li · Energy · 2011 · 603 citations

Engineering, Automotive Engineering, Electrical Engineering +17

SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output

Junxiong Chen, Yu Zhang, Ji Wu et al. · Energy · 2022 · 323 citations

Engineering, Computer Engineering, Energy Systems +15

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

Liang Ma, Chao Hu, Fangjuan Cheng · Journal of Energy Storage · 2021 · 291 citations

Engineering, Computer Science, Electrical Engineering +16

Physics-based battery SOC estimation methods: Recent advances and future perspectives

Longxing Wu, Zhiqiang Lyu, Zebo Huang et al. · Journal of Energy Chemistry · 2023 · 177 citations

Engineering, Electrical Engineering, Mechanical Engineering +16

State of charge estimation of lithium batteries: Review for equivalent circuit model methods

Zhen Tao, Zhenyu Zhao, Changdong Wang et al. · Measurement · 2024 · 120 citations

Engineering, Chemical Engineering, Electrical Engineering +16