Real-time merging traffic control for throughput maximization at motorway work zones

被引:4
|
作者
Tympakianaki, Athina [1 ]
Spiliopoulou, Anastasia D. [1 ]
Kouvelas, Anastasios [1 ]
Papageorgiou, Markos [1 ]
机构
[1] Tech Univ Crete, Dynam Syst & Simulat Lab, Khania 73100, Greece
来源
关键词
Work zone management; feedback control; merging traffic control; AFT; regulator fine-tuning;
D O I
10.1016/j.sbspro.2012.06.1130
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Work zones on motorways necessitate the drop of one or more lanes which may lead to significant reduction of traffic flow capacity and efficiency, traffic flow disruptions, congestion creation, and increased accident risk. Real-time traffic control by use of green-red traffic signals at the motorway mainstream is proposed in order to achieve safer merging of vehicles entering the work zone and, at the same time, maximize throughput and reduce travel delays. A particular issue addressed in this research is the investigation of the appropriate distance between the merge area and the traffic lights so as to lead, in combination with the employed real-time traffic control strategy, to the most efficient merging of vehicles. The control strategy applied for real-time signal operation is an ALINEA-like PI-type feedback regulator. In order to achieve maximum performance of the control strategy, some calibration of the regulator's parameters may be necessary. The calibration is first conducted manually, via a typical trial-and-error procedure. In an additional investigation, the recently proposed learning/adaptive algorithm AFT is employed in order to automatically fme-tune the regulator parameters. Experiments conducted with a microscopic simulator for a hypothetical work zone infrastructure, demonstrate the potential high benefits of the control scheme. (C) 2012 Published by Elsevier Ltd. Selection and/or peer review under responsibility of the Programme Committee of the Transport Research Arena 2012
引用
收藏
页码:1545 / 1556
页数:12
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