Modelling and simulating serpentine group behaviour in crowds using modified social force model

被引:16
|
作者
Subramanian, Gayathri Harihara [1 ]
Choubey, Nipun [2 ]
Verma, Ashish [1 ]
机构
[1] Indian Inst Sci, Dept Civil Engn, Bangalore 560012, India
[2] Indian Inst Sci, Robert Bosch Ctr Cyber Phys Syst, Bangalore 560012, India
关键词
Group behaviour; Social force model; Kumbh Mela; Modelling and simulation; Mass religious gathering; OVERTAKING BEHAVIOR; PEDESTRIAN BEHAVIOR; DYNAMICS; DRIVEN; DENSITY; SAFETY; FIELD;
D O I
10.1016/j.physa.2022.127674
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Crowd dynamics has emerged as an important topic of investigation in recent years. Several studies have been conducted to better understand the underlying factors that can influence crowd dynamics and lead to risky situations. Particularly, field studies are essential for realistically capturing the dynamics. This paper attempts to uncover one intriguing behaviour observed in the world's largest mass religious gathering Kumbh Mela-2016, held in Ujjain, India. The authors define this behaviour, where groups attempt to overtake the others in the crowd, form flexible chains, and not allow non-group members to penetrate through them, as serpentine group behaviour. This behaviour has been modelled and simulated using a modified social force model which has been developed in this work. This can aid in the development of a realistic crowd simulation model that can handle such unique crowd behaviours and help manage large crowds and ensure safe movement. (c) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Crowd Modelling Validation for Modified Social Force Model
    Ghani, Nuritaasma Mohd
    Selamat, Hazlina
    Khamis, Nurulaqilla
    Ghazalli, Shuwaibatul Aslamiah
    INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, 2020, 12 (02): : 10 - 18
  • [2] Simulating the Effects of Gate Machines on Crowd Traffic Based on the Modified Social Force Model
    Lin, Xue
    Cheng, Long
    Zhang, Shuo
    Wang, Qianling
    MATHEMATICS, 2023, 11 (03)
  • [3] Simulating the leadership effect in crowd evacuation based on social force model
    Wang, Qianling
    Shang, Ziming
    Lin, Xue
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 6006 - 6011
  • [4] Simulation of pedestrian behavior during the flashing green signal using a modified social force model
    Zhou, Zhuping
    Zhou, Yang
    Pu, Ziyuan
    Xu, Yongneng
    TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2019, 15 (02) : 1019 - 1040
  • [5] Crowds involving individuals with disabilities: Modeling heterogeneity using Fractional Order Potential Fields and the Social Force Model
    Stuart, Daniel S.
    Sharifi, Mohammad Sadra
    Christensen, Keith M.
    Chen, Anthony
    Kim, Yong Seog
    Chen, YangQuan
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 514 : 244 - 258
  • [6] A torsional social force model for simulating rotation behavior of pedestrians under multiple scenarios
    Peng, Jingxuan
    Wei, Zhonghua
    Wang, Shaofan
    Chen, Yanyan
    Li, Yongxing
    Wang, Zijia
    Taku, Fujiyama
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 163
  • [7] Simulating Interactions between Pedestrians, Segway Riders and Cyclists in Shared Spaces Using Social Force Model
    Dias, Charitha
    Nishiuchi, Hiroaki
    Hyoudo, Satoshi
    Todoroki, Tomoyuki
    INTERNATIONAL SYMPOSIUM OF TRANSPORT SIMULATION (ISTS'18) AND THE INTERNATIONAL WORKSHOP ON TRAFFIC DATA COLLECTION AND ITS STANDARDIZATION (IWTDCS'18) - EMERGING TRANSPORT TECHNOLOGIES FOR NEXT GENERATION MOBILITY, 2018, 34 : 91 - 98
  • [8] Simulation of bi-directional pedestrian flow under high densities using a modified social force model
    Jin, Cheng-Jie
    Shi, Ke-Da
    Jiang, Rui
    Li, Dawei
    Fang, Shuyi
    CHAOS SOLITONS & FRACTALS, 2023, 172
  • [9] A modified social force model with different categories of pedestrians for subway station evacuation
    Zhou, Ru
    Cui, Yinkai
    Wang, Yan
    Jiang, Juncheng
    TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2021, 110
  • [10] A Friction Based Social Force Model for Group Behaviors
    Li, Zhaofeng
    Jiang, Yichuan
    2012 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT 2012), VOL 2, 2012, : 1 - 8