Capacity estimation for lithium-ion batteries based on heterogeneous stacking model with feature fusion

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-Health Estimation Based on Differential Temperature for Lithium Ion Batteries

Jinpeng Tian, Rui Xiong, Weixiang Shen · IEEE Transactions on Power Electronics · 2020 · 303 citations

Engineering, Chemical Engineering, Electrochemical Engineering +16

Improved singular filtering-Gaussian process regression-long short-term memory model for whole-life-cycle remaining capacity estimation of lithium-ion batteries adaptive to fast aging and multi-current variations

Shunli Wang, Fan Wu, Paul Takyi‐Aninakwa et al. · Energy · 2023 · 265 citations · Full text

Engineering, Chemical Engineering, Aging +15

SOH estimation method for lithium-ion batteries based on an improved equivalent circuit model via electrochemical impedance spectroscopy

Chaofan Li, Lin Yang, Qiang Li et al. · Journal of Energy Storage · 2024 · 211 citations

Engineering, Chemical Engineering, Electrical Engineering +17

Battery management strategies: An essential review for battery state of health monitoring techniques

Sunil Kumar Pradhan, Basab Chakraborty · Journal of Energy Storage · 2022 · 185 citations

Engineering, Environmental Engineering, Electrochemical Engineering +15