Universiti Teknologi Malaysia Institutional Repository

Crowd modeling and simulation for safer building design

Selamat, H. and Khamis, N. and Ghani, N. M. (2020) Crowd modeling and simulation for safer building design. International Journal of Electrical and Computer Engineering Systems, 11 (2). pp. 77-88. ISSN 1847-6996

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Official URL: http://dx.doi.org/10.32985/IJECES.11.2.3

Abstract

Crowd modeling and simulation are very important in the investigation and study of the dynamics of a crowd. They can be used not only to understand the behavior of a crowd in different environments, but also in risk assessment of spaces and in designing spaces that are safer for crowds, especially during emergency evacuations. This paper provides an overview of the use of the crowd simulation model for three main purposes; (1) as a modeling tool to simulate behavior of a crowd in different environments, (2) as a risk assessment tool to assess the risk posed in the environment, and (3) as an optimization tool to optimize the design of a building or space so as to ensure safer crowd movement and evacuation. Result shows that a simulation using the magnetic force model with a pathfinding feature provides a realistic crowd simulation and the use of ABC optimization can reduce evacuation time and improve evacuation comfort. This paper is expected to provide readers with a clearer idea on how crowd models are used in ensuring safer building planning and design.

Item Type:Article
Uncontrolled Keywords:crowd heat map, crowd modeling and simulation, evacuation
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:93816
Deposited By: Narimah Nawil
Deposited On:31 Dec 2021 08:44
Last Modified:31 Dec 2021 08:44

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