A hybrid-aided approach with adaptive state update for estimating the state-of-charge of LiFePO4 batteries considering temperature uncertainties

Influence of different open circuit voltage tests on state of charge online estimation for lithium-ion batteries

Fangdan Zheng, Yinjiao Xing, Jiuchun Jiang et al. · Applied Energy · 2016 · 546 citations

Engineering, Electrical Engineering, Electrochemical Engineering +15

Improved anti-noise adaptive long short-term memory neural network modeling for the robust remaining useful life prediction of lithium-ion batteries

Shunli Wang, Yongcun Fan, Siyu Jin et al. · Reliability Engineering & System Safety · 2022 · 537 citations · Full text

Engineering, Chemical Engineering, Materials Science +14

State-of-charge estimation of lithium-ion batteries using LSTM and UKF

Fangfang Yang, Shaohui Zhang, Weihua Li et al. · Energy · 2020 · 441 citations

Engineering, Chemical Engineering, Electrical Engineering +14

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

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