Yongcun Fan

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 · 474 citations · Full text

Electric Battery, Electrical Engineering, Engineering +12

A novel charged state prediction method of the lithium ion battery packs based on the composite equivalent modeling and improved splice Kalman filtering algorithm

Shunli Wang, Carlos Fernández, Chunmei Yu et al. · Journal of Power Sources · 2020 · 188 citations · Full text

State Estimation, Electric Battery, Electrical Engineering +9

A novel adaptive dual extended Kalman filtering algorithm for the Li‐ion battery state of charge and state of health co‐estimation

Wenhua Xu, Shunli Wang, Cong Jiang et al. · International Journal of Energy Research · 2021 · 84 citations · Full text

Engineering, Li‐ion Battery State, State Estimation +17

A novel feedback correction-adaptive Kalman filtering method for the whole-life-cycle state of charge and closed-circuit voltage prediction of lithium-ion batteries based on the second-order electrical equivalent circuit model

Shunli Wang, Paul Takyi‐Aninakwa, Yongcun Fan et al. · International Journal of Electrical Power & Energy Systems · 2022 · 74 citations · Full text

State Estimation, Nonlinear System Identification, Electrical Engineering +9

Optimized multi-hidden layer long short-term memory modeling and suboptimal fading extended Kalman filtering strategies for the synthetic state of charge estimation of lithium-ion batteries

Yanxin Xie, Shunli Wang, Gexiang Zhang et al. · Applied Energy · 2023 · 74 citations · Full text

State Estimation, Nonlinear System Identification, Electrical Engineering +11