Perimeter traffic control for single urban congested region with macroscopic fundamental diagram and boundary conditions

被引:19
作者
Guo, Yajuan [1 ,2 ]
Yang, Licai [2 ]
Hao, Shenxue [1 ]
Gu, Xinxin [3 ]
机构
[1] Shandong Jiaotong Univ, Sch Traff & Logist Engn, Jinan 250357, Peoples R China
[2] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
[3] Shandong Prov Commun Planning & Design Inst CO LT, Jinan 250031, Peoples R China
基金
中国国家自然科学基金;
关键词
Macroscopic fundamental diagram; Perimeter traffic control; Single urban congested region; Boundary conditions; NETWORKS; DYNAMICS; SIGNALS;
D O I
10.1016/j.physa.2020.125401
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Macroscopic fundamental diagram (MFD) characterizes a unimodal and low-scatter relationship between traffic accumulation and trip completion rate for homogenous urban network, providing a new perspective for the development of regional congestion control strategies. This paper contributes to the state-of-the-art by proposing a perimeter traffic control strategy for single urban congested region with MFD model and boundary conditions. For an urban protected region, the MFD is introduced to capture network traffic dynamics and optimal capacity. When regional accumulation exceeds the optimal capacity, the restricted inflow distribution considering boundary condition constraints of real-time traffic flows and queue dynamics is used to formulate a perimeter traffic flow control strategy for adjusting traffic signal timing on the periphery of region. To proactively reduce the possibility of queue spillbacks at border links, the dynamic queue-dependent border gated points are also integrated into the proposed control method. The simulation experiment was performed using part of urban network in Jinan, China. The results demonstrate the proposed perimeter control method alleviates the issue of congestion and improves traffic performance in the protected region and at the boundaries. (C) 2020 Published by Elsevier B.V.
引用
收藏
页数:13
相关论文
共 43 条
[1]   Perimeter and boundary flow control in multi-reservoir heterogeneous networks [J].
Aboudolas, Konstantinos ;
Geroliminis, Nikolas .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2013, 55 :265-281
[2]   Effects of traffic control regulation on Network Macroscopic Fundamental Diagram: A statistical analysis of real data [J].
Alonso, Borja ;
Ibeas, Angel ;
Musolino, Giuseppe ;
Rindone, Corrado ;
Vitetta, Antonino .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2019, 126 :136-151
[3]   Modeling the dynamics of congestion in large urban networks using the macroscopic fundamental diagram: User equilibrium, system optimum, and pricing strategies [J].
Amirgholy, Mahyar ;
Gao, H. Oliver .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2017, 104 :215-237
[4]   Estimation of regional trip length distributions for the calibration of the aggregated network traffic models [J].
Batista, S. F. A. ;
Leclercq, Ludovic ;
Geroliminis, Nikolas .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2019, 122 :192-217
[5]   Exploring the Impact of Homogeneity of Traffic Measurements on the Existence of Macroscopic Fundamental Diagrams [J].
Buisson, Christine ;
Ladier, Cyril .
TRANSPORTATION RESEARCH RECORD, 2009, (2124) :127-136
[6]   Urban gridlock: Macroscopic modeling and mitigation approaches [J].
Daganzo, Carlos F. .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2007, 41 (01) :49-62
[7]   On the impacts of locally adaptive signal control on urban network stability and the Macroscopic Fundamental Diagram [J].
Gayah, Vikash V. ;
Gao, Xueyu ;
Nagle, Andrew S. .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2014, 70 :255-268
[8]   Existence of urban-scale macroscopic fundamental diagrams: Some experimental findings [J].
Geroliminis, Nikolas ;
Daganzo, Carlos F. .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2008, 42 (09) :759-770
[9]   Optimal Perimeter Control for Two Urban Regions With Macroscopic Fundamental Diagrams: A Model Predictive Approach [J].
Geroliminis, Nikolas ;
Haddad, Jack ;
Ramezani, Mohsen .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2013, 14 (01) :348-359
[10]   Hysteresis phenomena of a Macroscopic Fundamental Diagram in freeway networks [J].
Geroliminis, Nikolas ;
Sun, Jie .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2011, 45 (09) :966-979