Bo Sun

A CNN-SAM-LSTM hybrid neural network for multi-state estimation of lithium-ion batteries under dynamical operating conditions

Cheng Qian, Hongsheng Guan, Binghui Xu et al. · Energy · 2024 · 127 citations

Engineering, Computer Science, Dynamical Systems +16

SOH prediction for Lithium-Ion batteries by using historical state and future load information with an AM-seq2seq model

Cheng Qian, Binghui Xu, Quan Xia et al. · Applied Energy · 2023 · 115 citations

Engineering, Materials Engineering, Materials Science +17

Adaptive evolution enhanced physics-informed neural networks for time-variant health prognosis of lithium-ion batteries

Bo Sun, Junlin Pan, Zeyu Wu et al. · Journal of Power Sources · 2022 · 44 citations

Computing, Computer Science, Materials Science +17

Probabilistic remaining useful life prediction without lifetime labels: A Bayesian deep learning and stochastic process fusion method

Junlin Pan, Bo Sun, Zeyu Wu et al. · Reliability Engineering & System Safety · 2024 · 44 citations

Computing, Computer Science, Data Science +16

A data and physical model joint driven method for lithium-ion battery remaining useful life prediction under complex dynamic conditions

Yi Ren, Ting Tang, Quan Xia et al. · Journal of Energy Storage · 2023 · 43 citations

Engineering, Data Science, Systems Engineering +17