Xing Shu

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

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

Influence of Longitudinal Wind on Hydrogen Leakage and Hydrogen Concentration Sensor Layout of Fuel Cell Vehicles

Xingmao Wang, Fengyan Yi, Qingqing Su et al. · Sustainability · 2023 · 16 citations · Full text

Hydrogen Energy Technology, Engineering, Fuel Cell Vehicles +12

Model continuity approximations and real-time nonlinear optimization in cost-optimal predictive energy management of fuel cell hybrid electric vehicles

Ningyuan Guo, Wencan Zhang, Junqiu Li et al. · International Journal of Hydrogen Energy · 2024 · 12 citations

Research on Energy Management of Hydrogen Fuel Cell Bus Based on Deep Reinforcement Learning Considering Velocity Control

Yang Shen, Jiaming Zhou, Jinming Zhang et al. · Sustainability · 2023 · 10 citations · Full text