Social Force as a Microscopic Simulation Model for Pedestrian Behavior in Crowd Evacuation

被引:6
|
作者
Abu Bakar, Noor Akma [1 ]
Majid, Mazlina Abdul [1 ]
Adam, Khalid [1 ]
Allegra, Mario [2 ]
机构
[1] Univ Malaysia Pahang, Fac Comp Syst & Software Engn, Pahang, Malaysia
[2] Natl Res Council Italy, Inst Educ Technol CNR ITD, Via Ugo Malfa 153, I-90146 Palermo, Italy
关键词
Crowd Evacuation; Social Force Model; Fire Emergency Scenario; Evacuation; Microscopic Simulation; FLOW;
D O I
10.1166/asl.2018.12988
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Understanding the evacuation mechanism has been an important subject nowadays in order to model and simulate pedestrian behavior in crowd evacuation for the case study of the emergency scenario such as building on fire. Almost two decades, the interest of Social Force Model (SFM) in pedestrian traffic increased significantly. SFM is a microscopic model and has been proposed as a realistic simulation model and preferred choice which imitate the pedestrian movement. The social interactions among the pedestrians, environment, and collision are emergent phenomena and very hard to capture, rare and like the evasive maneuvers in order to avoid dangers in crowd evacuation. This research focused on SFM simulation model for a case study in terms of crowd dynamic, pedestrian dynamic and evacuation dynamic. This shows that SFM is one of the accurate and realistic model to simulate the pedestrian behavior in crowd evacuation.
引用
收藏
页码:7611 / 7616
页数:6
相关论文
共 50 条
  • [1] An Improved Simulation Model for Pedestrian Crowd Evacuation
    Muhammed, Danial A.
    Rashid, Tarik A.
    Alsadoon, Abeer
    Bacanin, Nebojsa
    Fattah, Polla
    Mohammadi, Mokhtar
    Banerjee, Indradip
    MATHEMATICS, 2020, 8 (12) : 1 - 14
  • [2] Simulation of Crowd Evacuation in Laboratory using Social Force Model
    Ismail, Fatin Syazwani
    Mohamad, Shamsul
    Isa, Khalid
    Shah, Shaharil Mohd
    Hanifa, Rafizah Mohd
    Sunar, Mohd Shahrizal
    Nasir, Fawwaz Mohd
    2018 INTERNATIONAL SYMPOSIUM ON AGENTS, MULTI-AGENT SYSTEMS AND ROBOTICS (ISAMSR 2018), 2018,
  • [3] Tangential Change Behavior and Pedestrian Simulation of Multichannel Evacuation Crowd
    Jin, Lianghai
    Fang, Mei
    Chen, Shu
    Lei, Wenfan
    Chen, Yun
    Gil-Lafuente, Anna M.
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [4] Modified social force model considering emotional contagion for crowd evacuation simulation
    Ren, Jianxing
    Mao, Zhanli
    Gong, Meiling
    Zuo, Songtao
    INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2023, 96
  • [5] Crowd evacuation simulation method combining the density field and social force model
    Sun, Yutong
    Liu, Hong
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2021, 566
  • [6] The effect of rescue behavior for crowd evacuation via modified social force model
    Liu, Zhe
    Qiu, Bing
    Kuang, Hua
    Li, Xingli
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2025, 662
  • [7] A social force model for the crowd evacuation in a terrorist attack
    Liu, Qian
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 502 : 315 - 330
  • [8] SIMULATION OF CROWD BEHAVIOR USING FUZZY SOCIAL FORCE MODEL
    Del Sent, Altieres
    Roisenberg, Mauro
    de Freitas Filho, Paulo Jose
    2015 WINTER SIMULATION CONFERENCE (WSC), 2015, : 3901 - 3912
  • [9] Microscopic simulation of pedestrian crowd motion
    Kessel, A
    Klüpfel, H
    Wahle, J
    Schreckenberg, M
    PEDESTRIAN AND EVACUATION DYNAMICS, 2002, : 193 - 200
  • [10] A simulation model for pedestrian crowd evacuation based on various AI techniques
    Muhammed D.A.
    Saeed S.A.M.
    Rashid T.A.
    Revue d'Intelligence Artificielle, 2019, 33 (04) : 283 - 292