Inverse tracing of fire source in a single room based on CFD simulation and deep learning

X Shen, Z Cao, H Liu, B Cong, F Zhou, Y Ma… - Journal of Building …, 2023 - Elsevier
Inverse tracing of fire source location is important for investigation after the fire accidents. In
this work, the CFD simulations and deep learning were combined to explore a more efficient …

Fire Spread in Multi-Storey Timber Building, a CFD Study

SM Hayajneh, J Naser - Fluids, 2023 - mdpi.com
The purpose of this paper is to investigate the fire performance in a multi-storey cross-
laminated timber (CLT) structure by the computational fluid dynamics (CFD) technique using …

Energy-based coupling risk assessment (CRA) model for urban underground utility tunnels

Y Bai, J Wu, K Liu, Y Sun, S Shen, J Cao… - Reliability Engineering & …, 2024 - Elsevier
As a kind of highly integrated urban critical infrastructure, the urban underground utility
tunnel hosts various pipelines to facilitate the city life. But the integration of hazardous …

A building information modeling‐fire dynamics simulation integrated framework for the simulation of passive fire protection in a mid‐scale cross‐laminated timber …

Q Sun, Y Turkan, EC Fischer - Fire and Materials, 2023 - Wiley Online Library
Construction fires are a big threat to worker safety and property safety. Mass timber buildings
under construction are largely unprotected as they are not yet equipped with active fire …

[HTML][HTML] Data-driven optimisation of the ventilation systems in underground car parks: A CFD-DNN study

M Zandie, AL Nicusan, S Sharifi, R Marriot… - Journal of Building …, 2024 - Elsevier
Abstract In this study, Autonomous Characterisation and Calibration via Evolutionary
Simulation (ACCES) technique is integrated with computational fluid dynamics (CFD) to …

Study of the Thermal Radiation Hazard from a Combustible Gas Fireball Resulting from a High-Pressure Gas Pipeline Accident

X Zhou, Y Hao, J Yang, Z Xing, H Xue, Y Huang - Processes, 2023 - mdpi.com
With the rapid development of high-pressure combustible gas pipelines, it brings
convenience and also buries potential safety hazards. This paper presents an in-depth …

Influence of radiation modelling in under-resolved FDS free-burn simulations

G Maragkos, B Merci - International Journal of Heat and Fluid Flow, 2024 - Elsevier
Focusing on the impact of radiation modelling in under-resolved fire simulations, the paper
presents LES of free-burn scenarios. The work aims to evaluate the performance of the …

Assessing individual time-averaged emission and absorption correlations for large-scale turbulent pool fires

GC Fraga, PJ Coelho, FHR França - International Journal of Heat and Mass …, 2021 - Elsevier
A fundamental investigation of turbulence-radiation interaction (TRI) is presented in this
paper, focused on the correlations that arise in the time-averaging of the radiative absorption …

[HTML][HTML] Study on Explosion Venting Characteristics of L-Type Venting Duct

F Wu, X Zhou, Y Hao, S Zhuang - Processes, 2024 - mdpi.com
The failure state of the natural gas pipelines in underground space may cause explosions,
and an explosion flow field is affected by the structure of the venting duct. Based on FLACS …

Study on the merged flame height and radiative heat flux distribution from square propane fire arrays

L Yu, H Wan, J Ji - Fire and Materials, 2022 - Wiley Online Library
The remote ignition and accelerated flame spread in multiple fires accidents are mainly due
to the thermal radiation. The merged flame height and external radiative heat flux distribution …