Agent-Based Simulation for Pedestrian Evacuation Behaviour Using the Affordance Concept

被引:0
|
作者
Sajjad Hassanpour
Amir Abbas Rassafi
机构
[1] Imam Khomeini International University,Faculty of Engineering
来源
关键词
Evacuation simulation; Agent-based models; Pedestrian behaviour; Subway platform; Affordance concept;
D O I
暂无
中图分类号
学科分类号
摘要
Simulation modelling is a necessary tool to analyse pedestrian movement behaviour in order to predict the social and collective behaviour in different situations. Psychological aspects of human behaviour in interacting with the environment is the critical point in the pedestrian simulation context. The affordance theory originated from psychology and humanities is a key concept to address this issue and model the relationship between an agent and his/her environment. This study aims to introduce a prototype of an agent-based model using the affordance concept to simulate the decision-making process during an evacuation. The proposed approach was tested to model the behaviour of evacuees in a platform of a subway station through both normal and emergencies. The results of the test including the evacuation time and flows toward different scenarios, showed that the model can work properly. The proposed approach can yield a useful tool for designers to mention pedestrian movement behaviour in their building designs.
引用
收藏
页码:1433 / 1445
页数:12
相关论文
共 50 条
  • [21] Validation of pedestrian groups in agent-based simulation
    Szymanezyk, Olivier
    Dickinson, Patrick
    [J]. CONFERENCE ON PEDESTRIAN AND EVACUATION DYNAMICS 2014 (PED 2014), 2014, 2 : 706 - 714
  • [22] Weighted affordance-based agent modeling and simulation in emergency evacuation
    Busogi, Moise
    Shin, Dongmin
    Ryu, Hokyoung
    Oh, Yeong Gwang
    Kim, Namhun
    [J]. SAFETY SCIENCE, 2017, 96 : 209 - 227
  • [23] Modeling evacuation and visitation proximity in museums using agent-based simulation
    Marzouk, Mohamed
    Hassan, Fatma
    [J]. JOURNAL OF BUILDING ENGINEERING, 2022, 56
  • [24] Using Agent-Based Simulation of Human Behavior to Reduce Evacuation Time
    Rahman, Arief
    Mahmood, Ahmad Kamil
    Schneider, Etienne
    [J]. INTELLIGENT AGENTS AND MULTI-AGENT SYSTEMS, PROCEEDINGS, 2008, 5357 : 357 - 369
  • [25] EA-BASED EVACUATION PLANNING USING AGENT-BASED CROWD SIMULATION
    Zhong, Jinghui
    Luo, Linbo
    Cai, Wentong
    Lees, Michael
    [J]. PROCEEDINGS OF THE 2014 WINTER SIMULATION CONFERENCE (WSC), 2014, : 395 - 406
  • [26] Affordance-Based Interaction Design for Agent-Based Simulation Models
    Kluegl, Franziska
    [J]. MULTI-AGENT SYSTEMS (EUMAS 2014), 2015, 8953 : 51 - 66
  • [27] Crowds Evacuation Simulation on Heterogeneous Agent Using Agent-Based Reciprocal Velocity Obstacle
    Muhammad, Fadil
    Juniastuti, Susi
    Nugroho, Supeno Mardi Susiki
    Hariadi, Mochamad
    [J]. 2018 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA 2018), 2018, : 275 - 280
  • [28] Towards More Explicit Interaction Modelling in Agent-Based Simulation Using Affordance Schemata
    Klugl, Franziska
    Timpf, Sabine
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE, KI 2021, 2021, 12873 : 324 - 337
  • [29] Agent-based Simulation for IoT Facilitated Building Evacuation
    Dugdale, Julie
    Moghaddam, Mahyar T.
    Muccini, Henry
    [J]. 2019 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES FOR DISASTER MANAGEMENT (ICT-DM 2019), 2019,
  • [30] Research Issues in Agent-Based Simulation for Pedestrians Evacuation
    Siyam, Nur
    Alqaryouti, Omar
    Abdallah, Sherief
    [J]. IEEE ACCESS, 2020, 8 : 134435 - 134455