PERFORMANCE EVALUATION OF ADAPTIVE RAMP-METERING ALGORITHMS USING MICROSCOPIC TRAFFIC SIMULATION MODEL

Adaptive ramp metering has undergone significant theoretical developments in recent years. However, the applicability and potential effectiveness of such algorithms depend on a number of complex factors that are best investigated during a planning phase prior to any decision on their implementation. The use of traffic simulation models can provide a quick and cost-effective way to evaluate the performance of such algorithms prior to implementation on the target freeway network. In this paper, a capability-enhanced PARAMICS simulation model is used to evaluate 3 well-known adaptive ramp-metering algorithms: ALINEA, BOTTLENECK, and ZONE. ALINEA is a local feedback-control algorithm, and the other 2 are areawide coordinated algorithms. The evaluation was conducted in a simulation environment over a stretch of the I-405 freeway in California, under both recurrent congestion and incident scenarios. Simulation results show that adaptive ramp-metering algorithms can reduce freeway congestion effectively compared to the fixed-time control. ALINEA shows good performance under both recurrent and nonrecurrent congestion scenarios. BOTTLENECK and ZONE can be improved by replacing their native local occupancy control algorithms with ALINEA. Compared to ALINEA, revised BOTTLENECK and ZONE algorithms using ALINEA as the local control algorithm are found to be more efficient in reducing traffic congestion than ALINEA alone. The revised BOTTLENECK algorithm performs robustly in all scenarios. Results also indicate that ramp metering becomes less effective when traffic experiences severe congestion under incident scenarios.

• Availability:
  • Find a library where document is available. Order URL: http://worldcat.org/oclc/8674831
• Corporate Authors:

  American Society of Civil Engineers

  1801 Alexander Bell Drive
  Reston, VA  United States  20191-4400
• Authors:
  • Chu, Lianyu
  • Liu, H X
  • Recker, W
  • Zhang, H M
• Publication Date: 2004-5

Language

• English

Media Info

• Features: Figures; References; Tables;
• Pagination: p. 330-338
• Serial:
  • Journal of Transportation Engineering
  • Volume: 130
  • Issue Number: 3
  • Publisher: American Society of Civil Engineers
  • ISSN: 0733-947X
  • Serial URL: https://ascelibrary.org/journal/jtepbs

Subject/Index Terms

• TRT Terms: Adaptive control; Algorithms; Feedback control; Freeway management systems; Microscopic traffic flow; Ramp metering; Traffic engineering; Traffic mitigation; Traffic models; Traffic simulation
• Subject Areas: Highways; Operations and Traffic Management; I73: Traffic Control;

Filing Info

• Accession Number: 00973898
• Record Type: Publication
• Files: TRIS, ATRI
• Created Date: May 9 2004 12:00AM