Stair evacuation simulation based on cellular automata considering evacuees' walk preferences

被引:17
作者
Ning, Ding [1 ,2 ]
Hui, Zhang [2 ]
Tao, Chen [2 ]
Luh, Peter B. [1 ,3 ]
机构
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Inst Publ Safety Res, Beijing 100084, Peoples R China
[3] Univ Connecticut, Dept Elect & Comp Engn, Storrs, CT 06269 USA
基金
中国国家自然科学基金;
关键词
building evacuation; stair simulation; cellular automata; walk preferences; MODEL;
D O I
10.1088/1674-1056/24/6/068801
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
As a physical model, the cellular automata (CA) model is widely used in many areas, such as stair evacuation. However, existing CA models do not consider evacuees' walk preferences nor psychological status, and the structure of the basic model is unapplicable for the stair structure. This paper is to improve the stair evacuation simulation by addressing these issues, and a new cellular automata model is established. Several evacuees' walk preference and how evacuee's psychology influences their behaviors are introduced into this model. Evacuees' speeds will be influenced by these features. To validate this simulation, two fire drills held in two high-rise buildings are video-recorded. It is found that the simulation results are similar to the fire drill results. The structure of this model is simple, and it is easy to further develop and utilize in different buildings with various kinds of occupants.
引用
收藏
页数:7
相关论文
共 33 条
  • [1] Anne K S, 2014, GAIT POSTURE, V39, P1109
  • [2] [Anonymous], 2011, Extreme Environmental Events, DOI [DOI 10.1007/978-1-4419-7695-6_29, 10.1007/978-0-387-30440-3187, DOI 10.1007/978-0-387-30440-3_187, 10.1007/978-0-387-30440-3_187]
  • [3] A cellular automata traffic flow modeling of desired speed variability
    Bentaleb, K.
    Jetto, K.
    Ez-Zahraouy, H.
    Benyoussef, A.
    [J]. CHINESE PHYSICS B, 2013, 22 (01)
  • [4] Blue V J, 2009, TRANSPORTATION RES B, V35, P293
  • [5] Simulation and experimental results of evacuation of pedestrian flow in a classroom with two exits
    Chen Liang
    Guo Ren-Yong
    Ta Na
    [J]. ACTA PHYSICA SINICA, 2013, 62 (05)
  • [6] Ding M, 2013, IEEE INT CONF AUTOMA
  • [7] Fahy R, 1999, P 3 INT S FIR SAF SC
  • [8] Fahy R, 1999, EXIT89 VERSION 101, P15
  • [9] Simulation of pedestrian flow based on cellular automata: A case of pedestrian crossing street at section in China
    Feng, Shumin
    Ding, Ning
    Chen, Tao
    Zhang, Hui
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (13) : 2847 - 2859
  • [10] Francis R L, 1979, 791593 NBSIR, P36