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Feb 17, 2022

Ramp Metering Strategy Implementation: A Case Study Review

Publication: Journal of Transportation Engineering, Part A: Systems
Volume 148, Issue 5

Abstract

Ramp metering (RM) is a traffic management technique that aims at controlling the flow of traffic entering specific roadways tailored for fast-moving traffic containing separate multilane divided carriageways (such as motorways, highways, expressways, freeways, and turnpikes). The objective of RM is to minimize congestion on the main thoroughfare of the roadway. RM algorithms have evolved significantly since the 1960s and will continue to do so into the future. While the functionalities of the algorithms remain valid through time, the applications of the RM strategies are continually being updated. Unlike previous reviews that focused on the RM methodological aspect, this study details the recent literature regarding the implementation of RM strategies. The aim of this paper is to provide a global perspective on existing RM applications and the algorithms used, for future reference for both academics and practitioners. The paper provides an indicative historical context and characteristics for each reported project, as well as an overview of the evaluation of these schemes. Based on the current understanding of RM strategies, the paper discusses challenges and the potential future of RM technology.

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Data Availability Statement

No data, models, or code were generated or used during the study.

Acknowledgments

The Research Centre for Integrated Transport Innovation (rCITI), School of Civil and Environmental Engineering, University of New South Wales (UNseconSW) Sydney, NSW 2052 Australia, is acknowledged.

References

Ahn, S., R. Bertini, B. Auffray, J. Ross, and O. Eshel. 2007. “Evaluating benefits of systemwide adaptive ramp-metering strategy in Portland, Oregon.” Transp. Res. Rec. 2012 (1): 47–56. https://doi.org/10.3141/2012-06.
Amini, N., C. Aydos, H. Grzybowska, K. P. Wijayaratna, V. Dixit, and S. T. Waller. 2016. “Network-wide evaluation of the state-of-the-art coordinated ramp metering solutions.” In Proc., Transportation Research Board 95th Annual Meeting, 1–19. Washington, DC: Transportation Research Board.
Amini, N., C. Aydos, K. Wijayaratna, H. Grzybowska, and T. Waller. 2015a. “A network wide evaluation of the SCATS ramp metering system using microsimulation.” In Proc., 37th Australasian Transport Research Forum. Sydney, Australia: Australasian Transport Research Forum.
Amini, N., H. Grzybowska, K. Wijayaratna, and S. T. Waller. 2015b. “Systemic evaluation of the HERO-based ramp metering algorithm using microsimulation: Demonstration analysis using a Sydney motorway.” In Proc., 2015 IEEE 18th Int. Conf. on Intelligent Transportation Systems, 2287–2292. New York: IEEE.
Arnold, E. D., Jr. 1998. Ramp metering: A review of the literature. Charlottesville, VA: Virginia DOT.
Austroads. 2020. Guide to traffic management Part 4: Network management strategies. Sydney, Australia: Austroads.
Aydos, J. C., and A. O’Brien. 2014. “SCATS ramp metering: Strategies, arterial integration and results.” In Proc., 17th Int. IEEE Conf. on Intelligent Transportation Systems (ITSC), 2194–2201. New York: IEEE.
Bélisle, F., L. Torres, P. Volet, D. K. Hale, and A. Avr. 2019. “Evaluating the HERO ramp-metering algorithm with San Diego’s integrated corridor management system model.” Transp. Res. Rec. 2673 (12): 354–366. https://doi.org/10.1177/0361198119858078.
Bertini, R. L., S. Hansen, A. Byrd, and T. Yin. 2005a. “PORTAL: Experience implementing the ITS archived data user service in Portland, Oregon.” Transp. Res. Rec. 1917 (1): 90–99. https://doi.org/10.1177/0361198105191700111.
Bertini, R. L., S. Hansen, S. Matthews, and A. Delcambre. 2005b. “PORTAL: Implementing a new generation archived data user service in Portland, Oregon.” In Proc., 12th World Congress on Intelligent Transport Systems. San Francisco: ITS America.
Bielefeldt, C., et al. 2007. “EURAMP (European Ramp Metering Project). Deliverable 6.3: Evaluation results.” Accessed December 17, 2007. http://researchrepository.napier.ac.uk/id/eprint/1989/.
Bogenberger, K., and H. Keller. 2001. “An evolutionary fuzzy system for coordinated and traffic responsive ramp metering.” In Proc., 34th Annual Hawaiian Int. Conf. on System Sciences, 10. New York: IEEE. https://doi.org/10.1109/HICSS.2001.926333.
Bogenberger, K., and A. D. May. 1999. “Advanced coordinated traffic responsive ramp metering strategies.” In California partners for advanced transit and highways. Berkeley, CA: Univ. of California, Berkeley.
Burke, J. A., D. Estrin, M. Hansen, A. Parker, N. Ramanathan, S. Reddy, and M. B. Srivastava. 2006. “Participatory sensing.” In Proc., ACM SenSys Workspace World-Sensor-Web. Boulder, CO: ACM SenSys.
Burley, M., and J. Gaffney. 2010. Managed freeways: Freeway ramp signals handbook. Kew, VIC, Australia: Network and Asset Planning, VicRoads.
Chu, L., H. X. Liu, W. Recker, and H. M. Zhang. 2004. “Performance evaluation of adaptive ramp-metering algorithms using microscopic traffic simulation model.” J. Transp. Eng. 130 (3): 330–338. https://doi.org/10.1061/(ASCE)0733-947X(2004)130:3(330).
Chu, L., W. Recker, and G. Yu. 2009. Integrated ramp metering design and evaluation platform with Paramics. Berkeley, CA: California PATH program Institute of Transportation Studies Univ. of California, Berkeley.
Corcoran, L. J., and G. A. Hickman. 1989. “Freeway ramp metering effects in Denver.” In Proc., 59th Annual Meeting, Institute of Transportation Engineers Meeting. San Diego: Institute of Transportation Engineers.
EURAMP (European Ramp Metering Project). 2014. “Deliverable D.3 evaluation results. Version: 1.0.” Accessed October 8, 2007. http://www.transport-research.info/web/projects/project/.
Faulkner, L., F. Dekker, D. Gyles, I. Papamichail, and M. Papageorgiou. 2014. “Evaluation of HERO-coordinated ramp metering installation at M1 and M3 freeways in Queensland, Australia.” Transp. Res. Rec. 2470 (1): 13–23. https://doi.org/10.3141/2470-02.
Ferrara, A., S. Sacone, and S. Siri. 2018. “An overview of traffic control schemes for freeway systems.” In Freeway traffic modelling and control, 193–234. New York: Springer.
Frejo, J. R. D., and B. De Schutter. 2018. “Feed-forward ALINEA: A ramp metering control algorithm for nearby and distant bottlenecks.” IEEE Trans. Intell. Transp. Syst. 20 (7): 2448–2458. https://doi.org/10.1109/TITS.2018.2866121.
Geroliminis, N., A. Srivastava, and P. Michalopoulos. 2011. “A dynamic-zone-based coordinated ramp-metering algorithm with queue constraints for Minnesota’s freeways.” IEEE Trans. Intell. Transp. Syst. 12 (4): 1576–1586. https://doi.org/10.1109/TITS.2011.2164792.
Gokasar, I., K. Ozbay, and P. Kachroo. 2013. “Coordinated feedback-based freeway ramp metering control strategies C-MIXCROS and D-MIXCROS that take ramp queues into account.” In Advances in dynamic network modeling in complex transportation systems, 67–88. New York: Springer.
Haj-Salem, H., P. Poirier, J.-F. Heylliard, and J.-P. Peynaud. 2001. “Alinea: A local traffic responsive strategy for ramp metering. Field results on A6 motorway in Paris.” In Proc. Intelligent Transportation Systems, 106–111. New York: IEEE.
Hayden, J., R. Higginson, M. Hall, and S. Ubhi. 2009. “Improvements to ramp metering system in England: VISSIM modelling of improvements.” In Proc., 16th ITS World Congress and Exhibition on Intelligent Transport Systems and Services. Stockholm, Sweden: ITS America.
Highways Agency. 2007. Ramp metering: Summary report. Bristol, UK: Highways Agency Publications.
Highways Agency. 2008. Ramp metering: Operational assessment. Bristol, UK: Highways Agency Publications.
Jacobson, L., J. Stribiak, L. Nelson, and D. Sallman. 2006. Ramp management and control handbook. Washington, DC: United States Federal Highway Administration.
Kan, Y., Y. Wang, M. Papageorgiou, and I. Papamichail. 2016. “Local ramp metering with distant downstream bottlenecks: A comparative study.” Transp. Res. Part C: Emerging Technol. 62: 149–170. https://doi.org/10.1016/j.trc.2015.08.016.
Karim, H. K. 2015. “Exploratory analysis of ramp metering on efficiency, and safety of freeways using microsimulation.” Ph.D. dissertation, Dept. of Civil, Environmental and Architectural Engineering, Univ. of Kansas.
Kontorinaki, M., I. Karafyllis, and M. Papageorgiou. 2019. “Local and coordinated ramp metering within the unifying framework of an adaptive control scheme.” Transp. Res. Part A: Policy Pract. 128 (Oct): 89–113.
Kristeleit, T. P., B. Bracher, K. Bogenberger, and R. L. Bertini. 2016. Ramp metering-algorithms and implementations: A worldwide overview. Munich, Germany: Univ. of Munich.
Lam, J., J. Kerr, P. Korpal, and C. Rayman. 1993. “Development of COMPASS—An advanced traffic management system.” In Proc., VNIS’93-Vehicle Navigation and Information Systems Conf., 200–203. New York: IEEE.
Lau, D. 2001. Minnesota Department of Transportation: Stratified metering algorithm. Minneapolis, MN: Minnesota DOT.
Lau, R. 1997. Ramp metering by zone—The Minnesota algorithm. Minneapolis, MN: Minnesota DOT.
Levinson, D., and L. Zhang. 2006. “Ramp meters on trial: Evidence from the Twin Cities metering holiday.” Transp. Res. Part A: Policy Pract. 40 (10): 810–828.
Lipp, L. E., L. J. Corcoran, and G. A. Hickman. 1991. “Benefits of central computer control for Denver ramp-metering system.” Transp. Res. Rec. 1320 (1): 3–6.
MacCarley, A. C., S. Mattingly, M. McNally, D. Mezger, and J. Moore. 2002. “Field operational test of integrated freeway ramp metering/arterial adaptive signal control: Lessons learned in Irvine, California.” Transp. Res. Rec. 1811 (1): 76–83. https://doi.org/10.3141/1811-09.
Middelham, F., and H. Taale. 2006. “Ramp metering in the Netherlands: An overview.” In Proc., 11th IF AC Symp. on Control in Transportation Systems, 267–272. Delft, Netherlands: Delft Univ. of Technology.
Mitkas, D.-Z., and I. Politis. 2020. “Evaluation of alternative ramp metering scenarios on freeway on-ramp with the use of microscopic simulation software Vissim.” Transp. Res. Procedia 45: 483–490. https://doi.org/10.1016/j.trpro.2020.03.042.
Monsere, C. M., R. L. Bertini, S. Ahn, and O. Eshel. 2008. Using archived ITS data to measure the operational benefits of a system-wide adaptive ramp metering system. Washington, DC: Federal Highway Administration.
Morala, E., M. Eng, P. Eng, H. Wong, and K. Wong. 2008. “Systems architecture for the next generation COMPASS software.” In Proc., Annual Conf. of the Transportation Association of Canada. Toronto: Transportation Association of Canada.
Muhurdarevic, Z., H. Condie, E. Ben-Shabat, O. Ernhofer, H. Hadj-Salem, and I. Papamichail. 2006. “Ramp metering in Europe—State-of-art and beyond.” In Proc., 5th Int. Conf. on Traffic and Transportation Studies (ICTTS). Xi’an, China: International Conferences on Traffic and Transportation Studies.
Ni, D. 2015. Traffic flow theory: Characteristics, experimental methods, and numerical techniques. Boston: Butterworth-Heinemann.
NZ Transport Agency. 2014. “Ramp signaling.” Accessed December 21, 2014. http://www.nzta.govt.nz/projects/rampsignalling/.
O’Brien, A. 2014. SCATS ramp signalling—Safety and operational outcomes in Auckland NZ. Wellington, New Zealand: IPENZT Transport Group, Wellington.
O’Brien, A., and P. McCombs. 2007. “Auckland adaptive ramp metering project.” In Proc., ITE Annual Meeting and Exhibit. Pittsburgh: Institute of Transportation Engineers.
Papageorgiou, M., J.-M. Blosseville, and H. Hadj-Salem. 1990a. “Modelling and real-time control of traffic flow on the southern part of Boulevard Périphérique in Paris: Part I: Modelling.” Transp. Res. Part A: General 24 (5): 345–359. https://doi.org/10.1016/0191-2607(90)90047-A.
Papageorgiou, M., J.-M. Blosseville, and H. Hadj-Salem. 1990b. “Modelling and real-time control of traffic flow on the southern part of Boulevard Périphérique in Paris: Part II: Coordinated on-ramp metering.” Transp. Res. Part A: General 24 (5): 361–370. https://doi.org/10.1016/0191-2607(90)90048-B.
Papageorgiou, M., C. Diakaki, V. Dinopoulou, A. Kotsialos, and Y. Wang. 2003. “Review of road traffic control strategies.” Proc. IEEE 91 (12): 2043–2067. https://doi.org/10.1109/JPROC.2003.819610.
Papageorgiou, M., H. Hadj-Salem, and J.-M. Blosseville. 1991. “ALINEA: A local feedback control law for on-ramp metering.” Transp. Res. Rec. 1320 (1): 58–64.
Papageorgiou, M., H. Hadj-Salem, and F. Middelham. 1997. “ALINEA local ramp metering: Summary of field results.” Transp. Res. Rec. 1603 (1): 90–98. https://doi.org/10.3141/1603-12.
Papageorgiou, M., and I. Papamichail. 2007. Handbook of ramp metering. Deliverable 7.5. Brussels, Belgium: EURAMP.
Papamichail, I., and M. Papageorgiou. 2008. “Traffic-responsive linked ramp-metering control.” IEEE Trans. Intell. Transp. Syst. 9 (1): 111–121. https://doi.org/10.1109/TITS.2007.908724.
Papamichail, I., M. Papageorgiou, V. Vong, and J. Gaffney. 2010. “Heuristic ramp-metering coordination strategy implemented at Monash Freeway, Australia.” Transp. Res. Rec. 2178 (1): 10–20. https://doi.org/10.3141/2178-02.
Pham, H., et al. 2002. SWARM study final report on W/B Foothill Freeway (W/B LA-210). Sacramento, CA: California DOT.
RMS (Roads and Maritime Services). 2013. Traffic model ling guidelinesSydney, Australia: RMS.
Samad, T., and A. E. Annaswamy. 2011. “The impact of control technology.” In Vol. 31 of Proc., IEEE Control Systems Society, 26–27. New York: IEEE.
Scariza, J. R. 2003. “Evaluation of coordinated and local ramp metering algorithm using microscopic traffic simulation.” Ph.D. dissertation, Dept. of Civil and Environmental Engineering, Massachusetts Institute of Technology.
Shaaban, K., M. A. Khan, and R. Hamila. 2016. “Literature review of advancements in adaptive ramp metering.” Procedia Comput. Sci. 83: 203–211. https://doi.org/10.1016/j.procs.2016.04.117.
Smaragdis, E., M. Papageorgiou, and E. Kosmatopoulos. 2004. “A flow-maximizing adaptive local ramp metering strategy.” Transp. Res. Part B: Methodol. 38 (3): 251. https://doi.org/10.1016/S0191-2615(03)00012-2.
Stylianopoulou, E., M. Kontorinaki, M. Papageorgiou, and I. Papamichail. 2020. “A linear- quadratic-integral regulator for local ramp metering in the case of distant downstream bottlenecks.” Transp. Lett. 12 (10): 723–731. https://doi.org/10.1080/19427867.2019.1700005.
Taale, H., J. Slager, and J. Rosloot. 1996. “The assessment of ramp metering based on fuzzy logic.” In Proc., 3rd ITS World Congress. Brussels, Belgium: European Road Transport Telematics Implementation Coordination Organization.
Taylor, C. E., and D. R. Meldrum. 2000. Evaluation of a fuzzy logic ramp metering algorithm: A comparative study among three ramp metering algorithms used in the greater Seattle area. Olympia, WA: Washington State DOT.
Vanderschuren, M. 2006. “Intelligent transport systems for South Africa: Impact assessment through microscopic simulation in the South African context.” Ph.D. thesis, TRAIL Research School, Univ. of Twente.
Vong, V., and J. Gaffney. 2009. “Monash-CityLink-West Gate upgrade project: Implementing traffic management tools to mitigate freeway congestion.” In Proc., 2nd Int. Symp. on Freeway and Tollway Operations. Washington, DC: Transportation Research Board.
Vukanovic, S., and O. Ernhofer. 2006. “Evaluation and field implementation of the fuzzy logic based ramp metering algorithm ACCEZZ.” In Proc., 2006 IEEE Intelligent Transportation Systems Conf., 437–441. New York: IEEE.
Wang, Y., E. B. Kosmatopoulos, M. Papageorgiou, and I. Papamichail. 2014. “Local ramp metering in the presence of a distant downstream bottleneck: Theoretical analysis and simulation study.” IEEE Trans. Intell. Transp. Syst. 15 (5): 2024–2039. https://doi.org/10.1109/TITS.2014.2307884.
Xin, W., P. Michalopoulos, J. Hourdakis, and D. Lau. 2004. “Minnesota’s new ramp control strategy: Design overview and preliminary assessment.” Transp. Res. Rec. 1867 (1): 69–79. https://doi.org/10.3141/1867-09.
Xu, J., X. Zhao, and D. Srinivasan. 2013. “On optimal freeway local ramp metering using fuzzy logic control with particle swarm optimization.” IET Intel. Transport Syst. 7 (1): 95–104. https://doi.org/10.1049/iet-its.2012.0087.
Yang, G., Z. Wang, Z. Tian, L. Y. Zhao, and H. Xu. 2020. “Geometric design of metered on-ramps: State-of-the-practice and remaining challenges.” Transp. Lett. 12 (9): 649–658. https://doi.org/10.1080/19427867.2019.1677067.
Yuan, Y. 2008. “Coordination of ramp metering control in motorway networks.” Unpublished Master’s thesis, Transport & Planning Dept. of Faculty of Civil Engineering and Geo-Science, Delft Univ. of Technology.
Zhang, L., and D. Levinson. 2010. “Ramp metering and freeway bottleneck capacity.” Transp. Res. Part A: Policy Pract. 44 (4): 218–235.
Zhang, M., T. Kim, X. Nie, W. Jin, L. Chu, and W. Recker. 2001. Vol. 95616 of Evaluation of on-ramp control algorithms. Berkeley, CA Berkeley: Institute of Transportation Studies, University of California.
Zhao, L., Z. Li, Z. Ke, and M. Li. 2019. “Distant downstream bottlenecks in local ramp metering: Comparison of fuzzy self-adaptive PID controller and PI-ALINEA.” In Proc., CICTP 2019, 2532–2542. Reston, VA: ASCE.

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Go to Journal of Transportation Engineering, Part A: Systems
Journal of Transportation Engineering, Part A: Systems
Volume 148Issue 5May 2022

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Published online: Feb 17, 2022
Published in print: May 1, 2022
Discussion open until: Jul 17, 2022

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Senior Research Scientist, Data61 CSIRO and Research Centre for Integrated Transport Innovation, School of Civil and Environmental Engineering, Univ. of New South Wales, Sydney, NSW 2015, Australia (corresponding author). ORCID: https://orcid.org/0000-0003-2614-5964. Email: [email protected]
Lecturer, School of Civil and Environmental Engineering, Univ. of Technology Sydney, Bldg. 11, Level 11, Room 110, Broadway, Ultimo NSW 2007 (PO Box 123), Australia. ORCID: https://orcid.org/0000-0002-4604-7256. Email: [email protected]
Sajjad Shafiei [email protected]
Research Fellow, Dept. of Computer Science and Software Engineering, Swinburne Univ. of Technology, Hawthorn, VIC 3122, Australia. Email: [email protected]
Researcher, Research Centre for Integrated Transport Innovation, School of Civil and Environmental Engineering, Univ. of New South Wales, NSW 2052, Australia. Email: [email protected]
S. Travis Waller [email protected]
Deputy Dean (Research), Faculty of Engineering, Advisian Chair of Transport Innovation, Executive Director of the Research Centre for Integrated Transport Innovation (rCITI), Research Centre for Integrated Transport Innovation, School of Civil and Environmental Engineering, Univ. of New South Wales, Sydney NSW 2052, Australia. Email: [email protected]

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Cited by

  • Integrated Feedback Perimeter Control–Based Ramp Metering and Variable Speed Limits for Multibottleneck Freeways, Journal of Transportation Engineering, Part A: Systems, 10.1061/JTEPBS.TEENG-8369, 150, 9, (2024).
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