A comprehensive review of AI-enhanced smart grid integration for hydrogen energy: Advances, challenges, and future prospects

M SaberiKamarposhti, H Kamyab, S Krishnan… - International Journal of …, 2024 - Elsevier
The convergence of hydrogen energy with artificial intelligence (AI) in smart infrastructure
has significant potential to revolutionise the worldwide energy sector. This article thoroughly …

Hydrogen jet and diffusion modeling by physics-informed graph neural network

X Zhang, J Shi, J Li, X Huang, F Xiao, Q Wang… - … and Sustainable Energy …, 2025 - Elsevier
Abstract Renewable Power-to-Hydrogen (P2H2) system is an emerging decarbonization
strategy for achieving global carbon neutrality. However, the propensity of hydrogen to leak …

Identification and assessment of risk factors in offshore wind-integrated hydrogen production system

AH El-Kady, MT Amin, F Khan… - International Journal of …, 2024 - Elsevier
Green hydrogen (H 2) has received increasing attention as a potential fuel to decarbonize
hard-to-electrify industries and support renewables' growth. Compared to steam methane …

[HTML][HTML] Modelling hydrogen storage and filling systems: a dynamic and customizable toolkit

N Klopčič, K Esser, JF Rauh, M Sartory… - International Journal of …, 2024 - Elsevier
Hydrogen plays a vital role in decarbonizing the mobility sector. With the number of
hydrogen vehicles expected to drastically increase, a network of refuelling stations needs to …

Comprehensive review of hydrogen leakage in relation to fuel cell vehicles and hydrogen refueling stations: status, challenges, and future prospects

D Hu, P Gao, Z Cheng, Y Shen, R He, F Yi, M Lu… - Energy & …, 2024 - ACS Publications
As fuel cell vehicles (FCVs) are increasingly put on the market and hydrogen refueling
stations (HRSs) are built accordingly, fatal accidents caused by explosion due to hydrogen …

Risk analysis and management of hydrogen station fire and explosion accidents using DEMATEL-ISM and complex network models

J Kang, H Wang, H Jin, Z Wang, J Zhang - International Journal of …, 2024 - Elsevier
With the implementation of national policies on new energy industries, many companies are
increasingly investing in hydrogen energy and expanding the construction of hydrogen …

The Effect of Ventilation on the Hazards of Hydrogen Release in Enclosed Areas of Hydrogen-Fueled Ship

BR Ryu, PA Duong, JB Kim, SY Choi, JW Shin… - Journal of Marine …, 2023 - mdpi.com
This paper presents a systematic investigation that encompasses the safety assessment of a
fuel preparation room (FPR) intended for a hydrogen-fueled ship. The primary objective is to …

Real time hydrogen plume spatiotemporal evolution forecasting by using deep probabilistic spatial-temporal neural network

J Li, Z Xie, K Liu, J Shi, T Wang, Y Chang… - International Journal of …, 2024 - Elsevier
The accidental leakage of gaseous hydrogen from hydrogen refueling station facilities has
the potential to result in a large fire and explosion catastrophe. The ability to forecast the …

Deep learning-based hydrogen leakage localization prediction considering sensor layout optimization in hydrogen refueling stations

S Wang, Y Bi, J Shi, Q Wu, C Zhang, S Huang… - Process Safety and …, 2024 - Elsevier
To address the challenge and reliance on subjective experience in monitoring hydrogen
leaks at hydrogen refueling stations (HRS), a regression prediction model for leakage …

A risk decision support model for hydrogen refueling stations based on cloud-analytic hierarchy process

Q Xu, H Yu, Z Zhu, W Chen, S Dong, X Zhou - International Journal of …, 2024 - Elsevier
With the rapid development of the hydrogen energy industry and the vigorous promotion of
the application of hydrogen fuel cell vehicles, hydrogen refueling station (HRS) has …