Occupant evacuation and casualty estimation in a building under earthquake using cellular automata

被引:22
作者
Li, Shuang [1 ,2 ]
Zhai, Changhai [1 ,2 ]
Xie, Lili [1 ,2 ,3 ]
机构
[1] Harbin Inst Technol, Minist Educ, Key Lab Struct Dynam Behav & Control, Harbin 150090, Peoples R China
[2] Harbin Inst Technol, Sch Civil Engn, Harbin 150090, Peoples R China
[3] China Earthquake Adm, Inst Engn Mech, Harbin 150080, Peoples R China
基金
中国国家自然科学基金;
关键词
Occupant evacuation; Casualty estimation; Cellular automata; Earthquake; Economic loss; DIRECTION PEDESTRIAN MOVEMENT; MODEL; SIMULATION; DYNAMICS; PERFORMANCE; OBSTACLES; BEHAVIOR; FLOW;
D O I
10.1016/j.physa.2015.01.008
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Knowledge of occupant evacuation process in a building presents engineers with an efficient way of testing the rationality of the building design before construction. Meanwhile, it benefits to the occupant casualty estimation in the building under earthquakes, which has been an essential problem in the performance-based earthquake engineering methodology. The cellular automata model is adopted to simulate the occupant movements in the building. The factors including the behaviors of directional moving to exits, directional moving with crowds, and the competitive phenomenon to a position are included in the model. Evacuation processes at different regions of the building containing room, corridor and staircase are considered and effects of model parameters, competition, exit width, and occupant density are studied. The building collapse under earthquakes is simulated by explicit finite element method. The occupant casualties in an earthquake are evaluated by coupling the building collapse simulation and evacuation process simulation with time and space synchronization. A castialty occurrence criterion is defined using relative displacement. Comparing with existing methods, the presented method can provide estimations on occupant evacuation process and occupant casualties in a more accurate way and provide after-earthquake occupant casualty distributions in the building. Fragility functions of casualty and death caused economic loss are also provided. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:152 / 167
页数:16
相关论文
共 37 条
[1]   A dynamic cellular automaton model for evacuation process with obstacles [J].
Alizadeh, R. .
SAFETY SCIENCE, 2011, 49 (02) :315-323
[2]  
[Anonymous], 2011, AB 6 11 THEOR MAN
[3]  
Baker JW, 2006, VECTOR VALUED GROUND
[4]   Rapid earthquake loss assessment after damaging earthquakes [J].
Erdik, M. ;
Sesetyan, K. ;
Demircioglu, M. B. ;
Hancilar, U. ;
Zulfikar, C. .
SOIL DYNAMICS AND EARTHQUAKE ENGINEERING, 2011, 31 (02) :247-266
[5]  
Fang WF, 2003, PHYSICA A, V321, P633, DOI 10.1016/S0378-4371(02)01732-6
[6]   Analytical study on vulnerability functions for casualty estimation in the collapse of adobe buildings induced by earthquake [J].
Furukawa, Aiko ;
Spence, Robin ;
Ohta, Yutaka ;
So, Emily .
BULLETIN OF EARTHQUAKE ENGINEERING, 2010, 8 (02) :451-479
[7]   Failure process of masonry buildings during earthquake and associated casualty risk evaluation [J].
Furukawa, Aiko ;
Ohta, Yutaka .
NATURAL HAZARDS, 2009, 49 (01) :25-51
[8]   PEER Performance-Based Earthquake Engineering Methodology, Revisited [J].
Guenay, Selim ;
Mosalam, Khalid M. .
JOURNAL OF EARTHQUAKE ENGINEERING, 2013, 17 (06) :829-858
[9]   New insights into discretization effects in cellular automata models for pedestrian evacuation [J].
Guo, Ren-Yong .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 400 :1-11
[10]   Simulating dynamical features of escape panic [J].
Helbing, D ;
Farkas, I ;
Vicsek, T .
NATURE, 2000, 407 (6803) :487-490