A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency

An integrated control strategy is considered in this paper with the aim of solving congestion in freeway merging regions during peak hours. Merging regions discussed in this paper include the mainline and on-ramp. Traditional research mainly focuses on the efficiency of traffic, ignoring the experie...

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Main Authors: Minghui Ma, Shidong Liang, Hu Zhang
Format: Article
Language:English
Published: University of Zagreb, Faculty of Transport and Traffic Sciences 2020-09-01
Series:Promet (Zagreb)
Subjects:
Online Access:https://traffic.fpz.hr/index.php/PROMTT/article/view/3367
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spelling doaj-aaa37757b06342a6928856d4650e71d02020-11-25T03:36:39ZengUniversity of Zagreb, Faculty of Transport and Traffic SciencesPromet (Zagreb)0353-53201848-40692020-09-0132559560910.7307/ptt.v32i5.33673367A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic EfficiencyMinghui Ma0Shidong Liang1Hu Zhang2School of Mechanical and Automobile Engineering, Shanghai University of Engineering ScienceUniversity of Shanghai for Science and TechnologyBusiness School, University of Shanghai for Science and TechnologyAn integrated control strategy is considered in this paper with the aim of solving congestion in freeway merging regions during peak hours. Merging regions discussed in this paper include the mainline and on-ramp. Traditional research mainly focuses on the efficiency of traffic, ignoring the experience of on-ramp drivers and passengers. Accordingly, a dynamic competition control strategy is proposed to balance individual behaviour and traffic efficiency. First, the concept of the congestion index is introduced, which is expressed by the queue length and the speed parameter of the merging region. The congestion index is used to balance the priorities of the vehicles from the mainline and on-ramp into the merging region in order to avoid poor individual behaviour of on-ramp drivers due to the long-time waiting. Additionally, a nonlinear optimal control approach integrating variable speed limits control and ramp metering is proposed to minimize the total time spent and the maximum traffic flow. The integrated control approach proposed in this paper is tested by simulation which is calibrated using field data. The results indicate that the integrated control approach can effectively shorten the total delay and enhance the traffic service level.https://traffic.fpz.hr/index.php/PROMTT/article/view/3367transportationintelligent transportation systemsvariable speed limitstraffic control strategyramp metering
collection DOAJ
language English
format Article
sources DOAJ
author Minghui Ma
Shidong Liang
Hu Zhang
spellingShingle Minghui Ma
Shidong Liang
Hu Zhang
A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency
Promet (Zagreb)
transportation
intelligent transportation systems
variable speed limits
traffic control strategy
ramp metering
author_facet Minghui Ma
Shidong Liang
Hu Zhang
author_sort Minghui Ma
title A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency
title_short A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency
title_full A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency
title_fullStr A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency
title_full_unstemmed A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency
title_sort dynamic competition control strategy for freeway merging region balancing individual behaviour and traffic efficiency
publisher University of Zagreb, Faculty of Transport and Traffic Sciences
series Promet (Zagreb)
issn 0353-5320
1848-4069
publishDate 2020-09-01
description An integrated control strategy is considered in this paper with the aim of solving congestion in freeway merging regions during peak hours. Merging regions discussed in this paper include the mainline and on-ramp. Traditional research mainly focuses on the efficiency of traffic, ignoring the experience of on-ramp drivers and passengers. Accordingly, a dynamic competition control strategy is proposed to balance individual behaviour and traffic efficiency. First, the concept of the congestion index is introduced, which is expressed by the queue length and the speed parameter of the merging region. The congestion index is used to balance the priorities of the vehicles from the mainline and on-ramp into the merging region in order to avoid poor individual behaviour of on-ramp drivers due to the long-time waiting. Additionally, a nonlinear optimal control approach integrating variable speed limits control and ramp metering is proposed to minimize the total time spent and the maximum traffic flow. The integrated control approach proposed in this paper is tested by simulation which is calibrated using field data. The results indicate that the integrated control approach can effectively shorten the total delay and enhance the traffic service level.
topic transportation
intelligent transportation systems
variable speed limits
traffic control strategy
ramp metering
url https://traffic.fpz.hr/index.php/PROMTT/article/view/3367
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