Consensus-based approach for perimeter control of road network

被引:0
|
作者
Wang L. [1 ]
Li M. [1 ]
He Z.-H. [1 ]
Zhang L.-Y. [1 ]
Li Z.-X. [1 ]
机构
[1] College of Electrical and Control Engineering, North China University of Technology, Beijing
关键词
Feedback control; Node consistent state; Perimeter control strategy; Road network balancing control; Weifang network;
D O I
10.7641/CTA.2019.80863
中图分类号
学科分类号
摘要
In view of the unbalanced distribution of traffic flows in urban traffic networks, this paper proposes a perimeter control strategy of road networks based on consistency thought. Firstly, the evolution of traffic flows in regional boundary links is modeled by vehicle conservation equation, and the perimeter feedback control approach is proposed with the occupancy consistency of the links in network as control objective, and the signal timing of boundary intersections as control input. And then the analytical relationship between the traffic flow input of boundary links and the discharging proportion of internal links is deduced. Finally, chose the measured data of the road network to verify the applicability of the perimeter control strategy, which shows that the perimeter control strategy can not only effectively improve the unbalanced distribution of traffic flow in the road network, but also reduce the average delay, queue length and other indicators and improve the operation efficiency of the network. © 2020, Editorial Department of Control Theory & Applications South China University of Technology. All right reserved.
引用
收藏
页码:888 / 896
页数:8
相关论文
共 20 条
  • [1] Papageorgiou M., Applications of Automatic Control Concepts to Traffic Flow Modeling and Control, (1983)
  • [2] Papageorgiou M., Overview of road traffic control strategies, Proceedings of 2004 International Conference on Information and Communication Technologies: From Theory to Applications, (2004)
  • [3] Qian Z., Research on the key technique of signal control in oversaturation on traffic status, (2014)
  • [4] Ernesto C., Gaetano R., Combined signal setting design and traffic assignment problem, European Journal of Operation Research, 155, 3, pp. 569-583, (2004)
  • [5] Putha R., Quadrifoglio L., Zechman E., Comparing ant colony optimization and genetic algorithm approached for solving traffic signal coordination under oversaturation condition, Computer-Aided Civil and Infrastructure Engineering, 27, 1, pp. 14-28, (2012)
  • [6] Liu Q., Xu J.M., Coordinated control model of regional traffic signals, Journal of Traffic and Transportation Engineering, 12, 3, pp. 108-112, (2012)
  • [7] Godfrey J.W., The mechanism of a road network, Traffic Engineering and Control, 11, 7, pp. 323-327, (1969)
  • [8] Geroliminis N., Daganzo C.F., Existence of urban-scale macroscopic fundamental diagrams: some experimental findings, Transportation Research, Part B: Methodological, 42, 9, pp. 759-770, (2008)
  • [9] Daganzo C.F., Lehe L.J., Mannering F., Traffic flow on signalized streets, Transportation Research, Part B: Methodological, 90, pp. 56-69, (2016)
  • [10] Haddad J., Geroliminis N., On the stability of traffic perimeter control in two-region urban cities, Transportation Research, Part B: Methodological, 46, 9, pp. 1159-1176, (2012)