On the impacts of locally adaptive signal control on urban network stability and the Macroscopic Fundamental Diagram

被引:131
|
作者
Gayah, Vikash V. [1 ]
Gao, Xueyu [1 ]
Nagle, Andrew S. [1 ]
机构
[1] Penn State Univ, Dept Civil & Environm Engn, University Pk, PA 16802 USA
关键词
Macroscopic Fundamental Diagram; Traffic network instabilities; Traffic congestion; Urban mobility; Adaptive traffic signal control; FREEWAY NETWORKS; FLOW; MODEL; HYSTERESIS; PERIMETER; CAPACITY;
D O I
10.1016/j.trb.2014.09.010
中图分类号
F [经济];
学科分类号
02 ;
摘要
Urban traffic networks are inherently unstable when congested. This instability causes a natural tendency towards spatially inhomogeneous vehicle distributions and less consistent and reproducible relationships between urban traffic variables. It is important to find ways to mitigate this unstable behavior since well-defined relationships between average network flow and density - the MFD - are useful to aid network design and control. This paper examines the impacts of locally adaptive traffic signals - e.g., those that allocate green times proportionally to upstream approach densities - on network stability and the MFD. A family of adaptive signal control strategies is examined on two abstractions of an idealized grid network using an analytical model and an interactive simulation. The results suggest that locally adaptive traffic signals provide stability when the network is moderately congested, which increases average flows and decreases the likelihood of gridlock. These benefits increase with the overall adaptivity of the signals. However, adaptive signals appear to have little to no effect on network stability or the MFD in heavily congested networks as vehicle movement becomes more constrained by downstream congestion and queue spillbacks. Under these conditions, other strategies should be used to mitigate the instability, such as adaptively routing drivers to avoid locally congested regions. These behaviors are verified using more realistic micro-simulations and are consistent with other observations documented in the literature. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:255 / 268
页数:14
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