Modelling urban traffic dynamics based upon the variational formulation of kinematic waves

被引:29
作者
Chow, Andy H. F. [1 ]
Li, Shuai [1 ]
Szeto, W. Y. [2 ]
Wang, David Z. W. [3 ]
机构
[1] UCL, Ctr Transport Studies, London WC1E 6BT, England
[2] Univ Hong Kong, Dept Civil & Environm Engn, Pok Fu Lam, Hong Kong, Peoples R China
[3] Nanyang Technol Univ, Sch Civil & Environm Engn, Singapore 639798, Singapore
基金
英国工程与自然科学研究理事会;
关键词
multi-modal networks; Godunov scheme; urban journey times; cell transmission method; variational method; PARTIAL-DIFFERENTIAL-EQUATION; VICKREYS BOTTLENECK MODEL; CELL TRANSMISSION MODEL; SIGNAL CONTROL; ASSIGNMENT; FLOW; DELAY; STATE;
D O I
10.1080/21680566.2015.1005559
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
This paper presents a dynamic traffic modelling framework based on the variational formulation of kinematic waves. We compare the effectiveness of this relatively recent numerical method with the traditional Godunov-based cell transmission method on various aspects including modelling shocks, dispersion of vehicle platoons, moving bottlenecks, and traffic characteristics with respect to real-world observations made in Central London, UK. The results suggest that the variational method is able to produce high-quality estimates both theoretically and empirically. This study opens up a new research direction in the area of urban traffic modelling and optimisation.
引用
收藏
页码:169 / 191
页数:23
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