Disease contagion models coupled to crowd motion and mesh-free simulation

被引:16
|
作者
Abdul Salam, Parveena Shamim [1 ,2 ]
Bock, Wolfgang [1 ]
Klar, Axel [1 ]
Tiwari, Sudarshan [1 ]
机构
[1] TU Kaiserslautern, Dept Math, D-67663 Kaiserslautern, Germany
[2] IIT Madras, Dept Math, Chennai 600036, Tamil Nadu, India
来源
关键词
Pedestrian flow models; disease spread models; multi-group macroscopic equations; particle methods; PEDESTRIAN FLOW; HUGHES MODEL; PARTICLE METHODS; DYNAMICS;
D O I
10.1142/S0218202521400066
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Modeling and simulation of disease spreading in pedestrian crowds have recently become a topic of increasing relevance. In this paper, we consider the influence of the crowd motion in a complex dynamical environment on the course of infection of the pedestrians. To model the pedestrian dynamics, we consider a kinetic equation for multi-group pedestrian flow based on a social force model coupled with an Eikonal equation. This model is coupled with a non-local SEIS contagion model for disease spread, where besides the description of local contacts, the influence of contact times has also been modeled. Hydrodynamic approximations of the coupled system are derived. Finally, simulations of the hydrodynamic model are carried out using a mesh-free particle method. Different numerical test cases are investigated, including uni- and bi-directional flow in a passage with and without obstacles.
引用
收藏
页码:1277 / 1295
页数:19
相关论文
共 50 条
  • [31] The Application of Mesh-Free Method in the Numerical Simulation of Beams with the Size Effect
    Tian, Yuan
    Zhang, Caili
    Sun, Yuzhou
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [32] APPLICATION OF NOVEL MESH-FREE TECHNIQUES FOR THE SIMULATION OF MECHANICAL PROBLEMS IN FOOD
    Jenkinson, William J.
    Flick, Denis
    Vitrac, Olivier
    Guthrie, Brian
    12TH INTERNATIONAL CONFERENCE ON SIMULATION AND MODELLING IN THE FOOD AND BIO-INDUSTRY 2022 (FOODSIM'2022), 2022, : 104 - 108
  • [33] Mesh-free models for static analysis of smart laminated composite beams
    Ray, M. C.
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2017, 109 (13) : 1804 - 1820
  • [34] Simulation of open channel flows by an explicit incompressible mesh-free method
    Huang, Zhi-jian
    Xu, Ti-bing
    Zhu, David Z. Z.
    Zhang, Song-da
    JOURNAL OF HYDRODYNAMICS, 2023, 35 (02) : 287 - 298
  • [35] State-of-the-art crowd motion simulation models
    Duives, Dorine C.
    Daamen, Winnie
    Hoogendoorn, Serge P.
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2013, 37 : 193 - 209
  • [36] A 2D mesh-free simulation of the particle adhesion in a plastic cyclone
    Zhou, Yuanye
    See, Tianlong
    Zhong, Shan
    Liu, Zhu
    Li, Lin
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2019, 233 (02) : 649 - 663
  • [37] Development of mesh-free particle technique for simulation of non-hydrostatic free surface flow
    Shirkhani, Hamidreza
    Khanpour, Mahdiyar
    Zarrati, Arnir Reza
    COMPUTERS & FLUIDS, 2014, 105 : 8 - 15
  • [38] On Mesh-Free Valley Surface Extraction with Application to Low Frequency Sound Simulation
    Obermaier, Harald
    Mohring, Jan
    Deines, Eduard
    Hering-Bertram, Martin
    Hagen, Hans
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2012, 18 (02) : 270 - 282
  • [39] A mesh-free method boundary condition technique in open channel flow simulation
    Fu, Lei
    Jin, Yee-Chung
    JOURNAL OF HYDRAULIC RESEARCH, 2013, 51 (02) : 174 - 185
  • [40] Numerical simulation of two-dimensional combustion using mesh-free methods
    Kansa, Edward J.
    Aldredge, Ralph C.
    Ling, Leevan
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2009, 33 (07) : 940 - 950