Modeling and temperature control of a water-cooled PEMFC system using intelligent algorithms

JH Chen, P He, SJ Cai, ZH He, HN Zhu, ZY Yu… - Applied Energy, 2024 - Elsevier
Proton exchange membrane fuel cell (PEMFC) is the most promising future energy source
owing to its low operating temperature, high energy efficiency, high power density, and …

Deep learning-based source term estimation of hydrogen leakages from a hydrogen fueled gas turbine

A Li, Z Lang, C Ni, H Tian, B Wang, C Cao, W Du… - International Journal of …, 2024 - Elsevier
Hydrogen fueled gas turbine is an efficient and environmentally friendly energy conversion
equipment. However, it is prone to gas leakages from corrosion-prone components and pipe …

Hydrogen leakage and diffusion in the operational cabin of hydrogen tube bundle containers: A CFD study

J Song, K Qi, X Liu, H Wang, T **e, X Li, J Li - International Journal of …, 2024 - Elsevier
The operational cabin of hydrogen tube bundle containers (HTBCs) is susceptible to
vibration and fatigue loads during transportation, which may result in hydrogen leakage and …

Thermal-mechanical-diffusion multi-field coupling behavior of rubber seals in high-pressure hydrogen environment

Y Ma, L Wu, C Li, X Meng, X Peng, J Jiang - International Journal of …, 2025 - Elsevier
Rubber seals serve a crucial function in ensuring the safety of high-pressure (HP) hydrogen
equipment. In order to clarify the combined effects of HP assembly, hydrogen swelling, and …

Research on hydrogen diffusion and sensor arrangement strategy in a marine engine room

J Liu, Y **e, Z Xu, J Qin, H Wang, G Liu, H Yuan… - International Journal of …, 2024 - Elsevier
This paper investigates the diffusion behavior and spatiotemporal concentration distribution
of hydrogen in the marine engine room under different leakage conditions. By analyzing the …

[HTML][HTML] Artificial intelligence driven cyberattack detection system using integration of deep belief network with convolution neural network on industrial IoT

M Ragab, M Basheri, NN Albogami, A Subahi… - Alexandria Engineering …, 2025 - Elsevier
Abstract In Industry 4.0, information and communication technology (ICT) was employed in
numerous significant infrastructures, like financial networks, smart factories, and power …

[HTML][HTML] Digital Twin-Based Hydrogen Refueling Station (HRS) Safety Model: CNN-Based Decision-Making and 3D Simulation

NY An, JH Yang, E Song, SH Hwang, HG Byun, S Park - Sustainability, 2024 - mdpi.com
This study presents a safety management model for hydrogen refueling stations, integrating
digital twin technology and artificial intelligence (AI) to enhance operational safety. Given the …

[HTML][HTML] Hydrogen Leakage Location Prediction in a Fuel Cell System of Skid-Mounted Hydrogen Refueling Stations

L Zhang, Q Wu, M Liu, H Chen, D Wang, X Li, Q Ba - Energies, 2025 - mdpi.com
Hydrogen safety is a critical issue during the construction and development of the hydrogen
energy industry. Hydrogen refueling stations play a pivotal role in the hydrogen energy …

The simulation of hydrogen leakage behavior and risks in a nuclear hydrogen production station

S Zhang, X Lyu, T Zhu, C Yang, X Li, W Feng… - … Engineering and Design, 2025 - Elsevier
Hydrogen production from nuclear energy integrates nuclear reactors with advanced
hydrogen production processes, yielding products that are both clean and efficient …

Simulation of hydrogen leakage and diffusion in an enclosed garage of mixed parking of fuel-cell vehicles

G Wang, J Wang, C Hu, W Lv, H Mao - Next Research, 2024 - Elsevier
The numerical simulation is used to investigate the spread and diffusion behaviors of
hydrogen leaks during mixed parking of two different models of fuel cell vehicle in a closed …