An extended model for crowded evacuation considering stampede on inclined staircases

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Simulation Modelling Practice and Theory Pub Date : 2024-06-05 DOI:10.1016/j.simpat.2024.102978
Changkun Chen, Tong Lu
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Abstract

An extended floor field cellular automata (FFCA) model considering the stampede accidents on inclined staircases is proposed to study shoving behavior and pedestrian dynamics. In this model, two stampede evolution pathways are investigated: Pedestrians falling after losing balance, and falling directly due to being crowded. The results show that this model could trigger some characteristics of real irrational evacuation processes, such as: (1) the mutual crowding and shoving among pedestrians; (2) the unbalance phenomenon on inclined staircases; (3) the effect of pedestrians falling like dominoes, which is consistent with the findings of most stampede investigations to some extent. The proposed model considers the impact of fallen pedestrians on the movement of ordinary pedestrians, which shows a reduction in the overall evacuation efficiency. Moreover, the steeper the slope, the greater the risk and severity of injuries during the crowded evacuation in this scenario. Additionally, falling phenomena of pedestrians show a certain lag related to the state of unbalance. Unbalanced pedestrians tend to appear from the rear to the front successively, and fallings often occur some time later the onset of unbalance, progressing from front to rear. This pattern reflects the “domino effect” among pedestrians. Lastly, unbalanced pedestrians constitute a significant portion of the total injured pedestrians. Considering the time delay of fallings after being unbalanced, the importance of early emergency response and intervention during crowded evacuations is emphasized. It is expected to provide some theoretical support for safety management.

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考虑倾斜楼梯上踩踏事件的拥挤疏散扩展模型
本文提出了一个考虑倾斜楼梯上踩踏事故的扩展楼层场单元自动机(FFCA)模型,以研究推搡行为和行人动力学。在该模型中,研究了两种踩踏演化路径:行人在失去平衡后摔倒,以及因拥挤而直接摔倒。结果表明,该模型可触发真实非理性疏散过程的一些特征,如(1) 行人之间的相互拥挤和推搡;(2) 倾斜楼梯上的失衡现象;(3) 行人像多米诺骨牌一样倒下的影响,这与大多数踩踏事件的研究结果在一定程度上是一致的。建议的模型考虑了倒下的行人对普通行人行动的影响,这表明整体疏散效率会降低。此外,在这种情况下,坡度越陡,拥挤疏散过程中受伤的风险和严重程度就越大。此外,行人的跌倒现象与不平衡状态有一定的滞后性。失衡的行人往往从后方到前方依次出现,而跌倒往往发生在失衡开始后的一段时间,从前方到后方依次进行。这种模式反映了行人之间的 "多米诺骨牌效应"。最后,不平衡的行人占受伤行人总数的很大一部分。考虑到失衡后跌倒的时间延迟,强调了在拥挤疏散过程中早期应急响应和干预的重要性。希望能为安全管理提供一些理论支持。
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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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