Numerical simulation of air pollution due to traffic flow in urban networks

被引:20
作者
Alvarez-Vazquez, L. J. [1 ]
Garcia-Chan, N. [2 ]
Martinez, A. [1 ]
Vazquez-Mendez, M. E. [3 ]
机构
[1] Univ Vigo, Dept Matemat Aplicada 3, EI Telecomunicac, Vigo 36310, Spain
[2] Univ Guadalajara, Dept Fis, CU Ciencias Exactas & Ingn, Guadalajara 44420, Jalisco, Mexico
[3] Univ Santiago Compostela, Escola Politecn Super, Dept Matemat Aplicada, Lugo 27002, Spain
关键词
Traffic flow; Air pollution model; LWR model; Numerical simulation; Supply-demand method; MODELS; SYSTEM; WAVES; ROADS;
D O I
10.1016/j.cam.2017.05.017
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
As it is well known, traffic flow is the main pollution source in many urban areas, where the number of vehicles ranges from many thousands to millions. Thus, estimating the pollution emission rate due to traffic flow in big cities is a very hard task. To approach this environmental issue, in this paper we propose a methodology that consists of combining the 1D Lighthill-Whitham-Richards traffic model for road networks with a classical 2D advection-diffusion-reaction pollution model for the atmosphere. Here, the pollution model uses a source term that takes into account the traffic flow contamination by means of a Radon measure supported on a road network within an urban domain. Furthermore, we establish the existence of solution of the coupled model, and detail a complete numerical algorithm to compute it (mainly, interfacing a finite volume scheme based on the supply-demand method for the traffic model, with a characteristics-Lagrange finite element method for the pollution model). Finally, several numerical experiences for a real urban domain (the Guadalajara Metropolitan Area in Mexico) are presented. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:44 / 61
页数:18
相关论文
共 29 条
[1]   Numerical convergence for a sewage disposal problem [J].
Alvarez-Vázquez, LJ ;
Martínez, A ;
Rodríguez, C ;
Vázquez-Méndez, ME .
APPLIED MATHEMATICAL MODELLING, 2001, 25 (11) :1015-1024
[2]  
[Anonymous], 2013, Traffic flow dynamics: Data, models and simulation
[3]  
[Anonymous], 2006, AIMS SER APPL MATH
[4]  
Bardos C., 1979, PARTIAL DIFFERENTIAL, V4, P1017
[5]   Analysis of Criteria Air Pollutant Trends in Three Mexican Metropolitan Areas [J].
Benitez-Garcia, Sandy-Edith ;
Kanda, Isao ;
Wakamatsu, Shinji ;
Okazaki, Yukiyo ;
Kawano, Masahide .
ATMOSPHERE, 2014, 5 (04) :806-829
[6]   Coupling traffic models on networks and urban dispersion models for simulating sustainable mobility strategies [J].
Berrone, Stefano ;
De Santi, Francesca ;
Pieraccini, Sandra ;
Marro, Massimo .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2012, 64 (06) :1975-1991
[7]   Runge-Kutta Discontinuous Galerkin Method for Traffic Flow Model on Networks [J].
Canic, Suncica ;
Piccoli, Benedetto ;
Qiu, Jing-Mei ;
Ren, Tan .
JOURNAL OF SCIENTIFIC COMPUTING, 2015, 63 (01) :233-255
[8]   Pontryagin's principle for state-constrained boundary control problems of semilinear parabolic equations [J].
Casas, E .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1997, 35 (04) :1297-1327
[9]   Traffic flow on a road network [J].
Coclite, GM ;
Garavello, M ;
Piccoli, B .
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2005, 36 (06) :1862-1886
[10]   Vertex flow models for vehicular traffic on networks [J].
D'Apice, Ciro ;
Piccoli, Benedetto .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2008, 18 :1299-1315