Perspectives of big experimental database and artificial intelligence in tunnel fire research

X Zhang, X Wu, Y Park, T Zhang, X Huang… - … and Underground Space …, 2021 - Elsevier
Tunnel fire is one of the most severe global fire hazards and causes a significant amount of
economic losses and casualties every year. Over the last 50 years, numerous full-scale and …

Influence of sidewall restriction on flame characteristics of double fires in a channel

S Zhao, K Du, Y Yao, F Wang, M Weng, L Xu… - … and Underground Space …, 2023 - Elsevier
In this paper, the influences of sidewall restriction on flame characteristics of double fires in a
channel were studied. Two typical fire scenarios (center fire and wall fire), different heat …

A numerical study on smoke back-layering length and inlet air velocity of fires in an inclined tunnel under natural ventilation with a vertical shaft

H Wan, Z Gao, J Han, J Ji, M Ye, Y Zhang - International Journal of Thermal …, 2019 - Elsevier
When a fire occurs in an inclined tunnel, the tunnel inlet air velocity induced by the stack
effect will help to prevent the smoke backflow. This work presents numerical studies on the …

Influence of aspect ratio of tunnel on smoke temperature distribution under ceiling in near field of fire source

J Ji, Y Bi, K Venkatasubbaiah, K Li - Applied Thermal Engineering, 2016 - Elsevier
Former studies usually used model tunnels with fixed width while in reality the tunnel width
can be different between different tunnels. In the current study, a set of small scale …

Experimental study on flame merging behaviors from two pool fires along the longitudinal centerline of model tunnel with natural ventilation

J Ji, H Wan, Z Gao, Y Fu, J Sun, Y Zhang, K Li… - Combustion and …, 2016 - Elsevier
A set of experiments was conducted in a model tunnel to study the interaction behaviors of
two pool fires. Square heptane pool fires with side lengths of 10 cm, 13 cm and 16 cm were …

Experimental study on multiple fire hazards in a naturally ventilated tunnel: Assessment of the flame interaction and extension of two unequal fires

H Wan, Y Xiao, S Wei, Y Zhang, Y Oka - International Journal of Thermal …, 2023 - Elsevier
The catastrophic tunnel fire accidents are usually accompanied with multiple fires burning.
This work experimentally studied the temperature-determined flame extension below the …

Sample width and thickness effects on horizontal flame spread over a thin PMMA surface

L Jiang, CH Miller, MJ Gollner, JH Sun - Proceedings of the Combustion …, 2017 - Elsevier
In previous studies, it was found that there exists a minimum flame spread rate under a
certain range of sample widths for steady burning horizontal flame spread. While this was …

Experimental study on combustion behaviors of thin-layer methanol with lateral continuous leakage

C Li, C Wang, W Tong, J Ji - Fire Safety Journal, 2023 - Elsevier
Fire accidents caused by liquid fuel leaks occur at times. In this paper, the combustion
behavior of thin layers formed by the free spread of methanol at six continuous leakage rates …

Experimental study of sidewall effect on flame characteristics of heptane pool fires with different aspect ratios and orientations in a channel

CG Fan, J Ji, YZ Li, H Ingason, JH Sun - Proceedings of the Combustion …, 2017 - Elsevier
A series of small scale tests was conducted to investigate the influence of sidewall on flame
characteristics of heptane pool fires in a channel, considering pool shape (aspect ratio: 1, 2 …

Effects of transverse fire locations on flame length and temperature distribution in a bifurcated tunnel fire

Z Li, Y Gao, X Li, P Mao, Y Zhang, K Jin, T Li… - … and Underground Space …, 2021 - Elsevier
In this paper, a series of experiments were conducted in a 1: 10 reduced scale bifurcated
tunnel to investigate transverse flame length and temperature field distribution under the …