Nan Hai

High precision state of health estimation of lithium-ion batteries based on strong correlation aging feature extraction and improved hybrid kernel function least squares support vector regression machine model

Renjun Feng, Shunli Wang, Chunmei Yu et al. · Journal of Energy Storage · 2024 · 43 citations · Full text

Computing, Data Science, Aging +16

Improved particle swarm optimization–long short-term memory model with temperature compensation ability for the accurate state of charge estimation of lithium-ion batteries

Etse Dablu Bobobee, Shunli Wang, Paul Takyi‐Aninakwa et al. · Journal of Energy Storage · 2024 · 39 citations

Engineering, Chemical Engineering, Computational Engineering +17

An improved dung beetle optimizer- hybrid kernel least square support vector regression algorithm for state of health estimation of lithium-ion batteries based on variational model decomposition

Tao Zhu, Shunli Wang, Yongcun Fan et al. · Energy · 2024 · 37 citations · Full text

Engineering, Data Science, Optimization +15

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

Yuanru Zou, Shunli Wang, Wen Cao et al. · Journal of Power Sources · 2025 · 36 citations · Full text

Engineering, Chemical Engineering, Electrical Engineering +16

An improved limited memory-Sage Husa-cubature Kalman filtering algorithm for the state of charge and state of energy co-estimation of lithium-ion batteries based on hysteresis effect-dual polarization model

Chenyu Zhu, Shunli Wang, Chunmei Yu et al. · Energy · 2024 · 32 citations · Full text

Engineering, Chemical Engineering, Electrical Engineering +17