A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion

被引:9
|
作者
Agnelli, Juan Pablo [1 ,2 ]
Buffa, Bruno [2 ]
Knopoff, Damian [1 ,2 ,3 ,4 ]
Torres, German [5 ,6 ]
机构
[1] Consejo Nacl Invest Cient & Tecn, Ctr Invest & Estudios Matemat, Medina Allende S-N, RA-5000 Cordoba, Cordoba, Argentina
[2] Univ Nacl Cordoba, FaMAF, Medina Allende S-N, RA-5000 Cordoba, Cordoba, Argentina
[3] Intelligent Biodata SL, Paseo Borroto 9, San Sebastian 20009, Gipuzkoa, Spain
[4] Basque Ctr Appl Math, Mazarredo 14, Bilbao 48009, Bizkaia, Spain
[5] Consejo Nacl Invest Cient & Tecn, Inst Modelado Innovac Tecnol IMIT, Ave Libertad,Corrientes 5460, RA-3404 Corrientes, Argentina
[6] Univ Nacl Nordeste, FaCENA, Ave Libertad,Corrientes 5460, RA-3404 Corrientes, Argentina
关键词
Crowd dynamics; Disease contagion; Kinetic theory; Active particles; Evacuation; Awareness; Immunization; INDOOR ENVIRONMENTS; PEDESTRIAN DYNAMICS; RISK; TRANSMISSION; VIRUS;
D O I
10.1007/s11538-023-01127-6
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper proposes a kinetic theory approach coupling together the modeling of crowd evacuation from a bounded domain with exit doors and infectious disease contagion. The spatial movement of individuals in the crowd is modeled by a proper description of the interactions with people in the crowd and the environment, including walls and exits. At the same time, interactions among healthy and infectious individuals may generate disease spreading if exposure time is long enough. Immunization of the population and individual awareness to contagion is considered as well. Interactions are modeled by tools of game theory, that let us propose the so-called tables of games that are introduced in the general kinetic equations. The proposed model is qualitatively studied and, through a series of case studies, we explore different scenarios related to crowding and gathering formation within indoor venues under the spread of a respiratory infectious disease, obtaining insights on specific policies to reduce contagion that may be implemented.
引用
下载
收藏
页数:23
相关论文
共 50 条
  • [1] A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion
    Juan Pablo Agnelli
    Bruno Buffa
    Damián Knopoff
    Germán Torres
    Bulletin of Mathematical Biology, 2023, 85
  • [2] Evacuation Model of Emotional Contagion Crowd Based on Cellular Automata
    Xiao, Qian
    Li, Jiayang
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2021, 2021
  • [3] A method of emotion contagion for crowd evacuation
    Cao, Mengxiao
    Zhang, Guijuan
    Wang, Mengsi
    Lu, Dianjie
    Liu, Hong
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 483 : 250 - 258
  • [4] A Spatial Partitioning Based Crowd Evacuation Model
    Toumi, Noureddine
    Malhame, Roland
    Le Ny, Jerome
    2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, : 5247 - 5252
  • [5] A Multi-Agent Emotional Contagion Model in Crowd Emergency Evacuation
    Liu C.
    Liu Z.
    Chai Y.
    Liu T.
    Ni Z.
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2020, 32 (04): : 660 - 670
  • [6] A crowd simulation model based on emotional cognition and contagion for emergency evacuation
    Zong X.
    Li H.
    Liu A.
    Xu H.
    Journal of Intelligent and Fuzzy Systems, 2024, 46 (04): : 10187 - 10200
  • [7] A perception-based emotion contagion model in crowd emergent evacuation simulation
    Liu, Zhen
    Liu, Tingting
    Ma, Minhua
    Hsu, Hui-Huang
    Ni, Zhongrui
    Chai, Yanjie
    COMPUTER ANIMATION AND VIRTUAL WORLDS, 2018, 29 (3-4)
  • [8] 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
  • [9] Simulation of crowd dynamics in pedestrian evacuation concerning panic contagion: A cellular automaton approach
    Wang, Guan-Ning
    Chen, Tao
    Chen, Jin-Wei
    Deng, Kaifeng
    Wang, Ru-Dong
    CHINESE PHYSICS B, 2022, 31 (06)
  • [10] Simulation of crowd dynamics in pedestrian evacuation concerning panic contagion: A cellular automaton approach
    王冠宁
    陈涛
    陈锦炜
    邓凯丰
    王汝栋
    Chinese Physics B, 2022, 31 (06) : 285 - 297