风和火焰燃烧时间影响下的防火墙尺寸:森林火灾控制的数学模型

IF 2.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY
Akahoua David Vincent Brou, Kolé Keita
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引用次数: 0

摘要

在本文中,我们提出了一种确定受风速和火焰燃烧时间影响的防火墙宽度的技术。所使用的模型基于逻辑回归技术,该技术使用由半物理二维森林火灾传播模型生成的数据进行训练。将逻辑模型的结果与基于实验数据的经验模型的结果进行了比较。模型的预测与文献的预测是一致的。用该模型进行的模拟显示,不出所料,火焰穿过防火墙的可能性随着风速和火焰燃烧时间的增加而增加。如果防火墙的宽度是火焰长度的两倍,那么当风速大于5m /s,燃烧时间大于35s时,火灾穿过防火墙的概率超过30%。防火墙被破坏的风险迅速增加。因此,当风增加和/或火焰燃烧时间延长时,火焰长度为防火墙宽度两倍的尺寸规则变得无效。然而,模拟表明,当宽度增加4米时,该尺寸规则生效。此结果适用于风速为10毫秒−1或更小的情况。考虑到风吹余烬,需要对更高的风速进行进一步的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Dimensioning a Firebreak Under the Influence of Wind and Flame Burning Time: A Mathematical Model for Bushfire Control

Dimensioning a Firebreak Under the Influence of Wind and Flame Burning Time: A Mathematical Model for Bushfire Control

In this paper, we propose a technique for sizing the width of a firebreak influenced by wind speed and flame burning time. The model used is based on a logistic regression technique, which is trained using data generated by a semi-physical 2D bushfire propagation model. The results of the logistic model were compared with those of an empirical model based on experimental data. The predictions of the model and those from the literature are consistent. The simulations carried out with the model showed, unsurprisingly, that the probability of the fire passing through the firebreak increases with the wind speed and with the burning time of the flames. If the width of the firebreak is twice the length of the flame, the probability of the fire passing through the firebreak exceed 30% when the wind speed is greater than 5 m/s and the burning time is greater than 35 s. The risk of the firebreak being breached increases rapidly. Consequently, the sizing rule, which takes twice the length of the flame as the width of the firebreak, becomes ineffective when the wind increases and/or the burning time of the flames lengthens. However, simulations have shown that this sizing rule becomes effective when this width is increased by 4 m. This result is valid for wind speeds of 10 m.s−1 or less. Further studies are required for higher wind speeds, taking into account windblown embers.

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来源期刊
Fire Technology
Fire Technology 工程技术-材料科学:综合
CiteScore
6.60
自引率
14.70%
发文量
137
审稿时长
7.5 months
期刊介绍: Fire Technology publishes original contributions, both theoretical and empirical, that contribute to the solution of problems in fire safety science and engineering. It is the leading journal in the field, publishing applied research dealing with the full range of actual and potential fire hazards facing humans and the environment. It covers the entire domain of fire safety science and engineering problems relevant in industrial, operational, cultural, and environmental applications, including modeling, testing, detection, suppression, human behavior, wildfires, structures, and risk analysis. The aim of Fire Technology is to push forward the frontiers of knowledge and technology by encouraging interdisciplinary communication of significant technical developments in fire protection and subjects of scientific interest to the fire protection community at large. It is published in conjunction with the National Fire Protection Association (NFPA) and the Society of Fire Protection Engineers (SFPE). The mission of NFPA is to help save lives and reduce loss with information, knowledge, and passion. The mission of SFPE is advancing the science and practice of fire protection engineering internationally.
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