LI Xiaoyang, LIN Zhiyang, Lü Yupei, ZHANG Peng. A 2D Continuous Dynamic Traffic Assignment Model and Traffic-Related Emission Estimation Considering Housing Distribution[J]. Applied Mathematics and Mechanics, 2020, 41(1): 27-41. doi: 10.21656/1000-0887.400213
Citation: LI Xiaoyang, LIN Zhiyang, Lü Yupei, ZHANG Peng. A 2D Continuous Dynamic Traffic Assignment Model and Traffic-Related Emission Estimation Considering Housing Distribution[J]. Applied Mathematics and Mechanics, 2020, 41(1): 27-41. doi: 10.21656/1000-0887.400213

A 2D Continuous Dynamic Traffic Assignment Model and Traffic-Related Emission Estimation Considering Housing Distribution

doi: 10.21656/1000-0887.400213
Funds:  The National Natural Science Foundation of China(General Program)(11672348;11972121;11272199);China Postdoctoral Science Foundation(2019M661362);The National Key R&D Program of China(2018YFB1600900);The National Basic Research Program of China(973 Program)(2012CB725404)
  • Received Date: 2019-07-15
  • Rev Recd Date: 2019-09-05
  • Publish Date: 2020-01-01
  • A 2D continuous dynamic traffic assignment model considering housing distribution was proposed, and then the traffic-related emissions were estimated. In the model, the traffic demand is influenced by housing distribution, and travelers choose departure times and routes according to the dynamic user-optimal principle. The model can be used to describe the dynamic traffic and obtain the traffic density, velocity and flow. A speed and acceleration-based microscopic emission model VT-micro was applied to estimate the traffic-related CO2 emissions. The finite volume method, the projection method and the successive average method were constructed based on triangular meshes. A numerical example of a city with a single CBD was presented to demonstrate the effectiveness of the model and the numerical algorithm.
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  • [1]
    International Energy Agency. CO2emissions from fuel combustion 1971—2004[R]. 2004.
    [2]
    中华人民共和国环境保护部. 中国机动车环境管理年报(2017)[R]. 2017.(Ministry of Environmental Protection of the People’s Republic of China. China vehicle environmental management annual report(2017)[R]. 2017.(in Chinese))
    [3]
    林志阳. 二维连续型动态交通分配与土地利用模型及其数值模拟[D]. 博士学位论文. 上海: 上海大学, 2018.(LIN Zhiyang. Two dimensional continuum dynamic traffic assignment with land use models and their numerical simulations[D]. PhD Thesis. Shanghai: Shanghai University, 2018.(in Chinese))
    [4]
    SHEFFI Y. Urban Transportation Networks: Equilibrium Analysis With Mathematical Programming Techniques [M]. New York: Prentice Hall, 1984.
    [5]
    VAUGHAN R. Urban Spatial Traffic Patterns [M]. London: Pion, 1987.
    [6]
    SZETO W Y, WONG S C. Dynamic traffic assignment: model classifications and recent advances in travel choice principles[J]. Central European Journal of Engineering,2012,2(1): 1-18.
    [7]
    TAO Y Z, JIANG Y Q, DU J, et al. Dynamic system-optimal traffic assignment for a city using the continuum modeling approach[J]. Journal of Advanced Transportation,2014,48(7): 782-797.
    [8]
    JIANG Y Q, WONG S C, ZHANG P, et al. Dynamic continuum model with elastic demand for a polycentric urban city[J]. Transportation Science,2017,51(3): 931-945.
    [9]
    DU J, WONG S C, SHU C W, et al. Revisiting Jiang’s dynamic continuum model for urban cities[J]. Transportation Research Part B: Methodological, 2013,56: 96-119.
    [10]
    LIN Z Y, WONG S C, ZHANG P, et al. A predictive continuum dynamic user-optimal model for a polycentric urban city[J]. Transportmetrica B: Transport Dynamics,2017,5(3): 233-252.
    [11]
    LIN Z Y, WONG S C, ZHANG P, et al. A predictive continuum dynamic user-optimal model for the simultaneous departure time and route choice problem in a polycentric city[J]. Transportation Science,2018,52(6): 1496-1508.
    [12]
    周小霞. 城市道路施工区交通流建模与排放研究[D]. 硕士学位论文. 四川: 西南交通大学, 2018.(ZHOU Xiaoxia. Research on traffic flow modeling and emission of urban work zone[D]. Master Thesis. Sichuan: Southwest Jiaotong University, 2018.(in Chinese))
    [13]
    US Environmental Protection Agency (USEPA). User’s guide to mobile 5[Z]. 1994.
    [14]
    California Air Resources Board(CARB). EMFAC 2007: User’s guide[Z]. 2006.
    [15]
    VALLAMSUNDAR S, LIN J. Moves versus mobile: a comparison of GHG and criteria pollutant emissions[J]. Transportation Research Record Journal of the Transportation Research Board,2011,2233: 27-35.
    [16]
    BARTH M, AN F, YOUNGLOVE T, et al. Comprehensive modal emission model (CMEM)[Z]. California: University of California, 2002.
    [17]
    AHN K, RAKHA H, TRANI A, et al. Estimating vehicle fuel consumption and emissions based on instantaneous speed and acceleration levels[J].ASCE Journal of Transportation Engineering,2002,128(2): 182-190.
    [18]
    SMIT R, SMOKERS R, RABE E. A new modeling approach for road traffic emissions: VERSIT+[J].〖JP〗 Transportation Research Part D: Transport and Environment,2007,12(6): 414-422.
    [19]
    JIANG Y Q, MA P J, ZHOU S G. Macroscopic modeling approach to estimate traffic-related emissions in urban areas[J]. Transportation Research Part D: Transport and Environment,2018,60: 41-55.
    [20]
    PANIS L I, BROEKX S, LIU R. Modelling instantaneous traffic emission and the influence of traffic speed limits[J]. Science of the total environment,2006,371(1/3): 270-285.
    [21]
    YANG L Z, LI T T, WONG S C, et al. Modeling and simulation of urban air pollution from the dispersion of vehicle exhaust: a continuum modeling approach[J]. International Journal of Sustainable Transportation,2019,13(10): 1-19.
    [22]
    YIN J, WONG S C, SZE N N, et al. A continuum model for housing allocation and transportation emission problems in a polycentric city[J]. International Journal of Sustainable Transportation,2013,7(4): 275-298.
    [23]
    HUANG L, XIA Y H, WONG S C, et al. Dynamic continuum model for bi-directional pedestrian flows[J]. Proceedings of the Institution of Civil Engineers: Engineering and Computational Mechanics,2009,162(2): 67-75.
    [24]
    XIA Y H, WONG S C, ZHANG M P, et al. An efficient discontinuous Galerkin method on triangular meshes for a pedestrian flow model[J]. International Journal for Numerical Methods in Engineering,2008,76(3): 337-350.
    [25]
    GOLDSTEIN A A. Convex programming in Hilbert space[J]. Bulletin of the American Mathematical Society,1964,70(5): 709-710.
    [26]
    LEVITIN E S, POLYAK B T. Constrained minimization methods[J]. Ussr Computational Mathematics and Mathematical Physics,1966,6(5): 1-50.
    [27]
    FRANK M, WOLFE P. An algorithm for quadratic programming[J]. Naval Research Logistics Quarterly,1956,3(1/2): 95-110.
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