Real-time gas explosion prediction at urban scale by GIS and graph neural network

J Shi, J Li, H Zhang, B **e, Z **e, Q Yu, J Yan - Applied Energy, 2025 - Elsevier
Liquified gases are expected to play the significant roles in the context of urban energy
transition. However, the accidental release of liquified gases induces a flammable vapor …

Methodology for optimally designing hydrogen refueling station barriers using RSM and ANN: Considering explosion and jet fire

S Oh, J Lee, B Ma - International Journal of Hydrogen Energy, 2024 - Elsevier
Hydrogen is gaining attention as a sustainable energy source with the potential to replace
fossil fuels. Due to its high diffusivity and wide flammability range, hydrogen can easily ignite …

Predicting critical flame quenching thickness using machine learning approach with ResNet and ANN

Z Nie, W Gao, H Jiang, J Lu, Z Lu, X Jiang - Journal of Loss Prevention in …, 2024 - Elsevier
In the study of flame quenching, quenching thickness is one of the important parameters to
determine the design of a flame arrester, and often determines the flame quenching …

[HTML][HTML] Prediction and interpretability of accidental explosion loads from hydrogen-air mixtures using CFD and artificial neural network method

Q Hu, X Zhang, Q Li, H Hao, C Coffey… - International Journal of …, 2024 - Elsevier
Accurate prediction of blast loading from accidental hydrogen-air cloud explosion is critical
for the planning, design, and operation of the hydrogen industry. This study proposes an …

Physics_GNN: Towards Physics-informed graph neural network for the real-time simulation of obstructed gas explosion

J Shi, J Li, WC Tam, P Gardoni, AS Usmani - Reliability Engineering & …, 2025 - Elsevier
Explosion risk assessment (ERA) is essential for ensuring effective process safety and
reliability management. Deep learning has been used to reduce the computational burden …

Fireball distribution characteristics and thermal radiation effects in the explosion of aviation kerosene storage tank

C Wang, S Song, G Gu, M Gao, Y Yang - Process Safety and …, 2024 - Elsevier
Aviation kerosene acts as the main fuel for civil and military aircrafts. In order to study the
explosion fireball distribution and thermal radiation effects of aviation kerosene storage tank …

[PDF][PDF] 瓦斯爆炸超压和冲击气流速度衰减模型

程磊, 王蒙, 景国勋, 张俊展 - 爆炸与冲击, 2024 - bzycj.cn
(1. 河南理工大学, 河南焦作454003; 2. 河南理工大学煤炭安全生产与清洁高效利用省部共建
协同创新中心, 河南焦作454000) 摘要: 为降低瓦斯爆炸对煤矿作业人员和煤炭安全开采的巨大 …