|本期目录/Table of Contents|

[1]刘梦婷,蒋美英.考虑人群拥堵的疏散出口选择行为研究及建模[J].中国安全生产科学技术,2016,12(9):157-163.[doi:10.11731/j.issn.1673-193x.2016.09.028]
 LIU Mengting,JIANG Meiying.Study on exit choice behavior in evacuation considering crowd congestion and its modeling[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2016,12(9):157-163.[doi:10.11731/j.issn.1673-193x.2016.09.028]
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考虑人群拥堵的疏散出口选择行为研究及建模
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
12
期数:
2016年9期
页码:
157-163
栏目:
现代职业安全卫生管理与技术
出版日期:
2016-09-30

文章信息/Info

Title:
Study on exit choice behavior in evacuation considering crowd congestion and its modeling
文章编号:
1673-193X(2016)-09-0157-07
作者:
刘梦婷1蒋美英2
(1. 北京城市系统工程研究中心,北京 100035; 2. 北京化工大学,北京 100029)
Author(s):
LIU Mengting1 JIANG Meiying2
(1. Beijing Research Center of Urban System Engineering, Beijing 100035, China;2. Beijing University of Chemical Technology, Beijing 100029, China)
关键词:
人群疏散出口选择拥堵避免忍耐时间
Keywords:
crowd evacuation exit choice congestion avoidance patience time
分类号:
X913
DOI:
10.11731/j.issn.1673-193x.2016.09.028
文献标志码:
A
摘要:
出口选择是疏散过程中最重要和复杂的决策行为之一,受到空间结构、人群分布和行人认知等多方面因素的影响,为了使疏散仿真能够合理地模拟出行人的寻路和逃生过程,提出了考虑人群拥堵的出口选择模型。该模型基于多元Logit离散选择模型,考虑到影响个体疏散时间的因素以及对不同出口类型的偏好。研究发现个体的疏散时间随着拥堵人群位置的不同而有所差异,从而以决策者而不是出口的角度定义了一个计数区域来估计影响决策者排队时间的人数。并且研究出口重新选择的触发条件和程序。将出口选择模型和程序引入BuildingEXODUS软件进行疏散仿真,通过对比显示,仿真结果更符合真实情况,特别是在具有障碍物和人群分布不均匀的场景中更显优势。
Abstract:
The exit choice is one of the most important and complex decision-making behavior in the evacuation process, and it can be affected by many factors such as spatial structure, crowd distribution and pedestrian cognition. In order to enable the evacuation simulation to simulate the pathfinding and escape process of pedestrian more reasonably, an exit choice model considering crowd congestion was presented. The model is based on multinomial Logit discrete choice model with the consideration of the factors influencing individual evacuation time and the preferences of different exit types. It showed that the individual evacuation time were different with the different locations of crowd congestion, so a counting area was defined from the perspective of decision maker instead of exit for estimating the number of people which has a direct effect on the queuing time of decision maker, and the trigger condition and procedure of exit reselection were studied. The exit choice model and procedure were introduced into the software BuildingEXODUS to carry out evacuation simulation, and the simulation results were more coincident with the reality through comparison, especially for the scenarios with obstacles and non-uniform pedestrian distribution.

参考文献/References:

[1]Fang Z M, Song W G, Zhang J, et al. Experiment and modeling of exit-selecting behaviors during a building evacuation [J]. Physica A, 2010, 389(4),: 815-824.
[2]Aik L E. Exit-selection behaviors during a classroom evacuation [J]. International Journal of the Physical Sciences, 2011, 6(13):3218-3231.
[3]Helivaara S, Kuusinen J, Rinne T, et al. Pedestrian behavior and exit selection in evacuation of a corridor - An experimental study [J]. Safety Science, 2012, 50(2):221-227.
[4]Mu H, Lo S, Song W, et al. An experimental and numerical study of imbalanced door choice during an announced evacuation drill [J]. Fire Technology, 2016, 52(3): 801-815.
[5]Bode N W F, Codling E A. Human exit route choice in virtual crowd evacuations[J]. Animal Behavior, 2013, 86(2):347-358.
[6]Shields T J, Boyce K E. A study of evacuation from large retail stores [J]. Fire Safety Journal, 2000, 35(1): 25-49.
[7]Shi L, Xie Q, Cheng X, et al. Developing a database for emergency evacuation model [J]. Building and Environment, 2009, 44(8): 1724-1729.
[8]Augustijn-Beckers E W, Flacke J, Retsios B. Investigating the effect of different pre-evacuation behavior and exit choice strategies under Agent-based modelling [J]. Procedia Engineering, 2010,(3): 23-25.
[9]Korhonen T, Hostikka S, Helivaara S, et al. FDS+ Evac: Modelling social interactions in fire evacuation[C]. Proceedings of the 7th International Conference on Performance-Based Codes and Fire Safety Design Methods, SFPE, Bethesda, April 16-18, 2008:241-250.
[10]Guo R Y, Huang H J. Logit-based exit choice model of evacuation in rooms with internal obstacles and multiple exits [J]. Chinese Physics B, 2010, 19(3): 030501.
[11]Duives D C, Mahmassani H S. Exit Choice Decisions during Pedestrian Evacuations of Buildings [J]. Transportation Research Record: Journal of the Transportation Research Board, 2012, 2316: 84-94.
[12]Lo S M, Huang H C, Wang P, et al. A game theory based exit selection model for evacuation [J]. Fire Safety Journal, 2006, 41(5): 364-369.
[13]Yuan W, Tan K H. An evacuation model using cellular automata [J]. Physica A, 2007, 384(2): 549-566.
[14]S Liu, LZ Yang, TY Fang, J Li. Evacuation from a classroom considering the occupant density around exits [J]. Physica A, 2009(388):1921-1928.
[15]Huang H J, Guo R Y. Static floor field and exit choice for pedestrian evacuation in rooms with internal obstacles and multiple exits [J]. Physical review E, 2008, 78(2): 021131.
[16]Yan X, Haijun H, Gui Y. Modified static floor field and exit choice for pedestrian evacuation [J]. Chinese Physics Letters, 2012, 29(8): 080502.
[17]Yue H, Shao C F, Guan H F, Zhang X. Simulation of pedestrian evacuation with asymmetrical exits layout [J]. Physica A, 2011, 390(2): 198-207.
[18]Aik L E. Exit-selection behaviors during a classroom evacuation [J]. International Journal of the Physical Sciences, 2011, 6(13): 3218-3231.

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备注/Memo

备注/Memo:
国家“十二五”科技支撑计划项目(2015BAK12B01);北京市哲学社会科学规划项目(12JGC098,15JGC188);国家自然科学基金项目(71203006);教育部人文社科基金项目(15YJC630047)
更新日期/Last Update: 2016-12-08