Modelling subgroup behaviour in crowd dynamics DEM simulation

被引:82
作者
Singh, Harmeet [3 ]
Arter, Robyn [1 ]
Dodd, Louise [1 ]
Langston, Paul [1 ]
Lester, Edward [1 ]
Drury, John [2 ]
机构
[1] Univ Nottingham, Dept Chem & Environm Engn, Nottingham NG7 2RD, England
[2] Univ Sussex, Dept Psychol, Brighton BN1 9QH, E Sussex, England
[3] Indian Inst Technol, Dept Comp Sci & Engn, Delhi 110016, India
关键词
Crowd dynamics; DEM; Safety; Mathematical modelling; Subgroup;
D O I
10.1016/j.apm.2009.03.020
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper investigates the behaviour of subgroups in crowd dynamics by means of filming and observation. An existing crowd modelling program, CrowdDMX, based on a discrete element model (DEM) has been modified on the basis of observations made in this paper and literature. Each person is represented as three overlapping circles and motion is modelled in a Newtonian manner. It incorporates psychological forces as well as physical forces in a 2D time-stepping environment. The DEM model was modified to include realistic subgroup behaviour, representing people in the crowd desiring to stay together (families, friends, etc.). Subgroup psychological forces were incorporated. The previous model only simulated individuals moving independently, which was unrealistic in some situations as shown by the observation and filming part of the study. The revised program models subgroups realistically including the tendency to avoid subgroup division in cases of contra-flow. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:4408 / 4423
页数:16
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