Modelling contra-flow in crowd dynamics DEM simulation.

This paper highlights the growing need for a realistic crowd simulation in the design of large venues such as concert halls and stadia. A discrete element method (DEM) technique for modelling crowd dynamics has been developed that represents each person within the model as 3 overlapping circles, a position, orientation and velocity in 2D. Contact forces between elements are included in the model as well as psychological forces, motive forces and moments. The motion of each person is then modelled in a Newtonian manner with a numerical integration time-stepping scheme. The model has been shown previously to work well in predicting egress. In this paper the predicted model behaviour is compared to actual video footage shot at various locations around University Park Campus, Nottingham. It did not match well to the video footage when people are moving towards each other, as in cases of contra-flow on a walkway. In order to improve the model, a general algorithm for `avoidance was included which appeared to make the model significantly more realistic in these cases. The paper also shows areas for further potential development, such as incorporating people into associative groups such as family or friends.

[1]  Edwin R. Galea,et al.  A review of the methodologies used in the computer simulation of evacuation from the built environment , 1999 .

[2]  B Roebuck,et al.  The investigation of the Hillsborough disaster by the Health and Safety Executive , 1995 .

[3]  Eric W. Marchant,et al.  A computer model for the evacuation of large building populations , 1995 .

[4]  Hans J. Herrmann,et al.  DISCRETE ELEMENT METHODS FOR THE MICRO-MECHANICAL INVESTIGATION OF GRANULAR RATCHETING , 2004 .

[5]  Ian Donald Engineering for crowd safety: edited by R.A. Smith and J.F. Dickie. Elsevier Science B.V., Amsterdam, 1993, pp. 428 , 1995 .

[6]  J. D. McCarthy,et al.  From Protest to Agenda Building: Description Bias in Media Coverage of Protest Events in Washington, D.C. , 2001 .

[7]  Dirk Helbing A Fluid-Dynamic Model for the Movement of Pedestrians , 1992, Complex Syst..

[8]  Hironori Hirata,et al.  Method of crowd simulation by using multiagent on cellular automata , 2003, IEEE/WIC International Conference on Intelligent Agent Technology, 2003. IAT 2003..

[9]  Dirk Helbing,et al.  Simulating dynamical features of escape panic , 2000, Nature.

[10]  Benigno E. Aguirre,et al.  A Critical Review Of Emergency Evacuation Simulation Models , 2004 .

[11]  Shigeyuki Okazaki,et al.  A study of simulation model for pedestrian movement with evacuation and queuing , 1993 .

[12]  S. Lo,et al.  On the relationship between crowd density and movement velocity , 2003 .

[13]  Leonidas J. Guibas,et al.  Scalable nonlinear dynamical systems for agent steering and crowd simulation , 2001, Comput. Graph..

[14]  Paul Langston,et al.  Crowd dynamics discrete element multi-circle model , 2006 .

[15]  J. Sime Crowd psychology and engineering , 1995 .

[16]  Kincho H. Law,et al.  A multi-agent based framework for the simulation of human and social behaviors during emergency evacuations , 2007, AI & SOCIETY.