Jinming Zhang

A deep learning method based on CNN-BiGRU and attention mechanism for proton exchange membrane fuel cell performance degradation prediction

Jiaming Zhou, Xing Shu, Jinming Zhang et al. · International Journal of Hydrogen Energy · 2024 · 73 citations

Chemical Engineering, Convolutional Neural Network, Engineering +6

Failure mechanism and predictive model of lithium-ion batteries under extremely high transient impact

Da Yu, Dongsheng Ren, Keren Dai et al. · Journal of Energy Storage · 2021 · 57 citations

Electric Battery, Electrical Engineering, Engineering +8

Remaining useful life prediction of PEMFC based on matrix long short-term memory

Fengyan Yi, Xing Shu, Jiaming Zhou et al. · International Journal of Hydrogen Energy · 2025 · 41 citations

Engineering, Life Prediction, Predictive Analytics +8

Hydrogen leakage source positioning method in deep belief network based on fully confined space Gaussian distribution model

Jiaming Zhou, Jinming Zhang, Junling Zhang et al. · International Journal of Hydrogen Energy · 2024 · 26 citations

Engineering, Machine Learning, Hydrogen Leakage Source +3

Key Issues in Wireless Transmission for NTN-Assisted Internet of Things

Chenhao Qi, Jing Wang, Leyi Lyu et al. · IEEE Internet of Things Magazine · 2024 · 21 citations