An ASTSEKF optimizer with nonlinear condition adaptability for accurate SOC estimation of lithium-ion batteries

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

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

Engineering, Chemical Engineering, Data Science +17

A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter

Yong Tian, Rucong Lai, Xiaoyu Li et al. · Applied Energy · 2020 · 349 citations

Engineering, Chemical Engineering, Electrochemical Engineering +15

Combined CNN-LSTM Network for State-of-Charge Estimation of Lithium-Ion Batteries

Xiangbao Song, Fangfang Yang, Dong Wang et al. · IEEE Access · 2019 · 345 citations · Full text

Engineering, Computer Science, Electrical Engineering +17

State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach

Jinpeng Tian, Rui Xiong, Weixiang Shen et al. · Applied Energy · 2021 · 337 citations

Engineering, Computer Science, Materials Science +16