Agent-Based Modelling and Simulation for evacuation of people from a building in case of fire

被引:52
|
作者
Kasereka, Selain [1 ,3 ,4 ]
Kasoro, Nathanael [1 ]
Kyamakya, Kyandoghere [2 ]
Goufo, Emile-Franc Doungmo [3 ]
Chokki, Abiola P. [4 ]
Yengo, Maurice, V [1 ]
机构
[1] Univ Kinshasa, Math & Comp Sci Dept, Artificial & Business Intelligence Lab, Kinshasa, DEM REP CONGO
[2] Alpen Adria Univ Klagenfurt, Inst Smart Syst Technol, Klagenfurt, Austria
[3] Univ South Africa, Dept Math Sci, Coll Sci Engn & Technol, Florida, South Africa
[4] Vietnam Natl Univ, Inst Francophone Int, Hanoi, Vietnam
关键词
Modelling; Simulation; Fire; Evacuation; Intelligent Agents; Evaluation parameters;
D O I
10.1016/j.procs.2018.04.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The evacuation of people from a building on fire is a task which can prove to be very difficult, in particular because of the influence of human behavior, but also of the type of people or the evacuation place configuration. Thus, it is crucial to think on how to organize the evacuation upstream for a situation of emergency can give rise disorganization, on one hand because of panic which grips evacuees, and on the other end because of the large quantity of evacuees in dangerous conditions. These recent years, several fire evacuation models have been proposed. Unfortunately, most of these models do not clearly define the parameters to be considered for their effective evaluations. These models consider, more generally, the number of survivors as a key parameter of evaluation. The purpose of this paper is to propose an intelligent Agent-Based Model enabling the modelling and simulation of evacuation of people from a building on fire. Our proposed model is based on four parameters that allow her practical evaluation. A case study of simulation is carried out in a building having the general configuration of Kinshasa supermarkets. This model is general enough for it to be implemented in several types of commercial buildings without major changes. (C) 2018 The Authors. Published by Elsevier B.V.
引用
收藏
页码:10 / 17
页数:8
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