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
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