Siyu Jin

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

An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation

Shunli Wang, Paul Takyi‐Aninakwa, Siyu Jin et al. · Energy · 2022 · 338 citations · Full text

Electric Battery, Electrical Engineering, Engineering +10

An improved parameter identification and radial basis correction-differential support vector machine strategies for state-of-charge estimation of urban-transportation-electric-vehicle lithium-ion batteries

Shunli Wang, Chao Wang, Paul Takyi‐Aninakwa et al. · Journal of Energy Storage · 2023 · 91 citations · Full text

Electric Battery, Electrical Engineering, Engineering +11

A novel fuzzy adaptive cubature Kalman filtering method for the state of charge and state of energy co-estimation of lithium-ion batteries

Xiao Yang, Shunli Wang, Wenhua Xu et al. · Electrochimica Acta · 2022 · 77 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +8

Overview of Machine Learning Methods for Lithium-Ion Battery Remaining Useful Lifetime Prediction

Siyu Jin, Xin Sui, Xinrong Huang et al. · Electronics · 2021 · 74 citations · Full text

Engineering, Machine Learning, Life Prediction +20