A comparative study on the most effective machine learning model for blast loading prediction: From GBDT to Transformer

Q Li, Y Wang, Y Shao, L Li, H Hao - Engineering Structures, 2023 - Elsevier
In this paper, we present a rigorous comparative study to assess and identify the most
effective machine learning model for blast loading prediction. Blast loads are known to …

Theoretical and experimental studies on hazard analysis of LPG/LNG release: a review

N Bariha, VC Srivastava, IM Mishra - Reviews in Chemical …, 2017 - degruyter.com
The purpose of this study is to analyze the failure and associated hazards of liquefied
petroleum gas (LPG) and natural gas (NG) vessels during handling, storage, and transport …

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 …

[HTML][HTML] A CFD analysis of liquefied gas vessel explosions

F Ustolin, IC Tolias, SG Giannissi… - Process Safety and …, 2022 - Elsevier
Hydrogen is one of the most suitable candidates in replacing fossil fuels. However, storage
issues due to its very low density under ambient conditions are encountered in many …

Enhancing flammable gas dispersion and explosion prediction: A novel hybrid analytical-numerical approach with exploCFD

JF Roos, M Abdel-jawad - Process Safety and Environmental Protection, 2024 - Elsevier
The analysis of explosion consequences involves two primary approaches: analytical
methods and Computational Fluid Dynamics (CFD). Analytical methods offer a simplified …

A risk-based optimal pressure relief opening design for gas explosions in underground utility tunnels

Y Xu, Y Huang, J Li, G Ma - Tunnelling and Underground Space …, 2021 - Elsevier
A gas explosion is one of the main hazards of underground utility tunnels (UUTs), and the
explosion overpressure can have catastrophic consequences. A pressure relief opening …

Simulation of hydrogen leakage diffusion behavior in confined space

Y Kang, S Ma, B Song, X Xia, Z Wu, X Zhang… - International Journal of …, 2024 - Elsevier
In this paper, the diffusion characteristics and laws of hydrogen leakage in confined spaces
are investigated using a combination of numerical simulations and experiments, and a small …

CFD-based assessment and visualization of the failure consequences of LPG tankers

Y Kang, Z Wu, S Ma, M Zhao, W Li - Journal of Loss Prevention in the …, 2023 - Elsevier
This paper presents a simulation analysis of the explosions following an LPG leak and
visualizes the consequences of the accident to reduce the consequences of the LPG leak …

Accident modeling of toxic gas-containing flammable gas release and explosion on an offshore platform

D Yang, G Chen, Z Dai - Journal of Loss Prevention in the Process …, 2020 - Elsevier
Toxic gas-containing flammable gas leak can lead to poisoning accidents as well as
explosion accidents once the ignition source appears. Many attempts have been made to …

Accidental release of Liquefied Natural Gas in a processing facility: Effect of equipment congestion level on dispersion behaviour of the flammable vapour

T Baalisampang, R Abbassi, V Garaniya, F Khan… - Journal of Loss …, 2019 - Elsevier
An accidental leakage of Liquefied Natural Gas (LNG) can occur during processes of
production, storage and transportation. LNG has a complex dispersion characteristic after …