Two-layer adaptive signal control framework for large-scale networks

被引:0
|
作者
Tsitsokas, Dimitrios [1 ]
Kouvelas, Anastasios [2 ]
Geroliminis, Nikolas [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Lausanne, Switzerland
[2] Swiss Fed Inst Technol, Zurich, Switzerland
基金
欧盟地平线“2020”;
关键词
hierarchical control; adaptive traffic lights; Max Pressure; perimeter control; distributed control; PERIMETER CONTROL;
D O I
10.1109/MED59994.2023.10185783
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the effectiveness of network-wide parallel application of perimeter control (PC) and Max Pressure (MP) strategies embedded in a two-layer control framework is assessed in a dynamic traffic simulation environment. With the aim of reducing MP implementation cost without significant performance loss, partial MP deployment to critical node subsets is examined, and a node importance assessment method is proposed. Different configurations of the two-layer framework for a real large-scale network are tested in moderate and highly congested conditions. Results show that: (i) combined control of MP and PC outperforms individual MP/PC application in both demand scenarios tested; (ii) MP control in critical node sets leads to similar or even better performance compared to full-network implementation, thus allowing for significant cost reduction.
引用
收藏
页码:452 / 457
页数:6
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