Emergency fire evacuation simulation of underground commercial street

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Xiaojuan Li , Rixin Chen , Yueyue Zhu , C.Y. Jim
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Abstract

High-density built-up areas in cities often enlist the underground realm to provide solution space for transport, shopping and other purposes. The special location, layout, and accessibility of underground structures often generate unique and acute safety-risk concerns. They are inadequately understood and managed and cannot be tackled appropriately by conventional risk assessment and abatement methods. This study focused on evacuating underground commercial streets (UCS) with a heavy concentration of people in Fuzhou city in China. Despite the widespread use of building information modeling (BIM) in construction, it has rarely been applied to studies of underground shopping streets. This study adopted BIM technology as the core method, in conjunction with PyroSim fire and Pathfinder evacuation simulation software. Different fire scenarios in four fire protection zones and the most unfavorable fire sources were set in the model. Based on a calculated number of persons at the start of a fire, different movement paths, stair configuration and exit width were simulated. The choice of escape routes, congestion locations, and slack time windows were identified by the graphical images of the simulation programs. Required safe egress time was compared with available safe egress time, and the number of successful evacuees was reckoned. The effects of three escape-stair forms on evacuee utilization and evacuation rates were evaluated. Their evacuation efficiency was ranked: crossed stair > straight stair > parallel-double stair. The simulation results can optimize building layout design and improve understanding of evacuation-efficiency factors. The findings can contribute to reducing casualties and property losses and improving UCS's fire safety management.

地下商业街火灾紧急疏散模拟
城市中的高密度建筑区经常利用地下空间为交通、购物和其他用途提供解决方案。地下结构的特殊位置、布局和可达性往往会产生独特而严重的安全风险问题。人们对这些问题的认识和管理还不够充分,传统的风险评估和消除方法也无法妥善解决这些问题。本研究重点关注中国福州市人员密集的地下商业街(UCS)的疏散问题。尽管建筑信息模型(BIM)已广泛应用于建筑领域,但却很少被应用于地下商业街的研究。本研究以 BIM 技术为核心方法,结合 PyroSim 火灾和 Pathfinder 疏散模拟软件。在模型中设置了四个防火分区的不同火灾场景和最不利的火源。根据火灾开始时的计算人数,模拟了不同的移动路径、楼梯配置和出口宽度。模拟程序的图形图像确定了逃生路线的选择、拥堵位置和松弛时间窗口。将所需的安全逃生时间与可用的安全逃生时间进行比较,并计算出成功疏散的人数。评估了三种逃生楼梯形式对疏散人员利用率和疏散率的影响。它们的疏散效率依次为:交叉楼梯>;直楼梯>;平行-双楼梯。模拟结果可以优化建筑布局设计,提高对疏散效率因素的认识。这些研究结果有助于减少人员伤亡和财产损失,提高综合服务大楼的消防安全管理水平。
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来源期刊
Simulation Modelling Practice and Theory
Simulation Modelling Practice and Theory 工程技术-计算机:跨学科应用
CiteScore
9.80
自引率
4.80%
发文量
142
审稿时长
21 days
期刊介绍: The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas. Paper submission is solicited on: • theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.; • methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.; • simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.; • distributed and real-time simulation, simulation interoperability; • tools for high performance computing simulation, including dedicated architectures and parallel computing.
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