Modeling and simulating for congestion pedestrian evacuation with panic

被引:103
作者
Wang, Jinhuan [1 ,2 ]
Zhang, Lei [2 ]
Shi, Qiongyu [2 ]
Yang, Peng [2 ]
Hu, Xiaoming [3 ]
机构
[1] Hebei Univ Technol, Sch Sci, Tianjin 300401, Peoples R China
[2] Hebei Univ Technol, Sch Control Sci & Engn, Tianjin 300130, Peoples R China
[3] Royal Inst Technol, Optimizat & Syst Theory & ACCESS Linnaeus Ctr, Stockholm 10044, Sweden
关键词
Multi-agent; Pedestrian evacuation; Congestion; Panic; CELLULAR-AUTOMATON MODEL; SOCIAL FORCE MODEL; DYNAMICS; FLOW;
D O I
10.1016/j.physa.2015.01.057
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
A new multi-agent based congestion evacuation model incorporating panic behavior is proposed in this paper for simulating pedestrian evacuation in public places such as a stadium. Different from the existing results, pedestrians in this model are divided into four classes and each pedestrian's status can be either normal, being overtaken, or casualty. The direction of action for each individual is affected by competitive ability, distance to the exits as well as number and density of occupants within the view field of the agent. Our simulations exhibit that during the evacuation process: (1) The agents gather in front of the exits spontaneously and present arched shapes close to the exits. (2) Under the panic state the agents cohere closely and almost do not change the target exit. So other alternative exits are ignored. (3) For the case without obstacle, the casualties under panic increase greatly. But if there are obstacles (chairs), the congestion can be alleviated. Thus the casualties are reduced. (4) If certain exit is partly clogged, the evacuation becomes more efficient when adding a virtual leader. The overall simulation results show that the proposed model can reproduce the real evacuation process in a stadium quite well. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:396 / 409
页数:14
相关论文
共 21 条
[1]   A dynamic cellular automaton model for evacuation process with obstacles [J].
Alizadeh, R. .
SAFETY SCIENCE, 2011, 49 (02) :315-323
[2]   Simulation of pedestrian dynamics using a two-dimensional cellular automaton [J].
Burstedde, C ;
Klauck, K ;
Schadschneider, A ;
Zittartz, J .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2001, 295 (3-4) :507-525
[3]   A proposed pedestrian waiting-time model for improving space time use efficiency in stadium evacuation scenarios [J].
Fang, Zhixiang ;
Li, Qingquan ;
Li, Qiuping ;
Han, Lee D. ;
Wang, Dan .
BUILDING AND ENVIRONMENT, 2011, 46 (09) :1774-1784
[4]   Modeling of pedestrian evacuation under fire emergency based on an extended heterogeneous lattice gas model [J].
Guo, Xiwei ;
Chen, Jianqiao ;
You, Suozhu ;
Wei, Junhong .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (09) :1994-2006
[5]   Simulating dynamical features of escape panic [J].
Helbing, D ;
Farkas, I ;
Vicsek, T .
NATURE, 2000, 407 (6803) :487-490
[6]   SOCIAL FORCE MODEL FOR PEDESTRIAN DYNAMICS [J].
HELBING, D ;
MOLNAR, P .
PHYSICAL REVIEW E, 1995, 51 (05) :4282-4286
[7]   A social force evacuation model with the leadership effect [J].
Hou, Lei ;
Liu, Jian-Guo ;
Pan, Xue ;
Wang, Bing-Hong .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 400 :93-99
[8]   Revisiting Hughes' dynamic continuum model for pedestrian flow and the development of an efficient solution algorithm [J].
Huang, Ling ;
Wong, S. C. ;
Zhang, Mengping ;
Shu, Chi-Wang ;
Lam, William H. K. .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2009, 43 (01) :127-141
[9]   A continuum theory for the flow of pedestrians [J].
Hughes, RL .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2002, 36 (06) :507-535
[10]   Modifications of the Helbing-Molnar-Farkas-Vicsek social force model for pedestrian evolution [J].
Lakoba, TI ;
Kaup, DJ ;
Finkelstein, NM .
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2005, 81 (05) :339-352