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author:

Jiang, Y. (Jiang, Y..) [1] | Ding, Z. (Ding, Z..) [2] | Zhou, J. (Zhou, J..) [3] | Wu, P. (Wu, P..) [4] | Chen, B. (Chen, B..) [5]

Indexed by:

Scopus

Abstract:

This paper presents a macroscopic dynamic modeling framework for road traffic emissions in an urban city that has numerous central business districts (CBDs). The framework combines a two-dimensional (2D) continuum dynamic traffic assignment (DTA) model that captures macroscopic features of traffic flow and a microscopic instantaneous emission model associated with the instantaneous speed and acceleration of traffic flow. A heterogeneous traveling population continuously distributed in space is classified according to the trip destinations chosen by travelers. Each copy of flow tends to select an optimal route with the minimum cost to destination by means of instantaneous traffic information. For each copy of flow, an unstructured finite volume method as well as a fast sweeping method is designed to solve the proposed model. In order to validate the feasibility of the model and algorithm, a case study is conducted as an example to study the macroscopic characteristics of traffic flow and predict traffic-related pollutants like NOx, VOC, CO2 and PM in urban areas. © 2022 Elsevier B.V.

Keyword:

Continuum DTA model Finite volume method Macroscopic modeling approach Polycentric urban area Traffic emissions

Community:

  • [ 1 ] [Jiang, Y.]School of Science, Southwest University of Science and Technology, Sichuan, China
  • [ 2 ] [Ding, Z.]School of Transportation Engineering, Hefei University of Technology, China
  • [ 3 ] [Zhou, J.]School of Computing, National University of Singapore, Singapore
  • [ 4 ] [Wu, P.]School of Economics & Management, Fuzhou University, China
  • [ 5 ] [Chen, B.]Tsinghua Shenzhen International Graduate School, Tsinghua University, China
  • [ 6 ] [Chen, B.]Department of Intelligence, Peng Cheng Laboratory, China

Reprint 's Address:

  • [Chen, B.]Tsinghua Shenzhen International Graduate School, China

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Source :

Physica A: Statistical Mechanics and its Applications

ISSN: 0378-4371

Year: 2022

Volume: 602

3 . 3

JCR@2022

2 . 8 0 0

JCR@2023

ESI HC Threshold:55

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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