Keywords
Variable speed limit control
Highway
Submitted : 2024-03-17
Accepted : 2024-04-01
Published : 2024-04-16
Abstract
Predictive control is an advanced control algorithm, which is widely used in industrial process control. Among them, model predictive control (MPC) is an important branch of predictive control. Its basic principle is to use the system model to predict future behavior and determine the current control action by optimizing the objective function. This paper discusses the application of MPC in the prediction and control of the speed of vehicles to optimize traffic flow. It is a valuable reference for alleviating traffic congestion and improving travel efficiency and smoothness and provides scientific basis and technical support for future highway traffic management.
References
Hoogen E, Smulders S, 1994, Proceedings of the Seventh International Conference on Road Traffic Monitoring and Control, April 26–28, 1994: Control by Variable Speed Signs: Results of the Dutch Experiment. London, 145–149.
Zackor H, 1979, Self-Sufficient Control of Speed on Freeways. Proceedings of the International Symposium on Traffic Control, 2: 226–249.
Ulfarsson GF, Shankar VN, Vu P, 2005, The Effect of Variable Message and Speed Limit Signs on Mean Speeds and Speed Deviations. Int. J. of Vehicle Information and Communication Systems, 1(1/2): 69–87.
Bertini L, Boice S, Klaus B, 2005, Proceedings of the 8th International IEEE Conference on Intelligent Transportation Systems, September 13–16, 2005: Using ITS Data Fusion to Examine Traffic Dynamics on a Freeway with Variable Speed Limits. Vienna, 1006–1011.
Safran C, Reti S, Marin HF, 2010, MEDINFO 2010: Proceedings of the 13th World Congress on Medical Informatics, Volume 160 Studies in Health Technology and Informatics - 2 Volume Set, IOS Press, Amsterdam.
Papageorgiou M, Kosmatopoulos E, Papamichail I, 2008, Effects of Variable Speed Limits on Motorway Traffic Flow. Transp Res Rec, 2047(1): 37–48.
Jonkers E, Wilmink IR, Stoelhorst H, et al., 2011, Proceedings of the 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC), October 5–7, 2011: Results of Field Trials with Dynamic Speed Limits in the Netherlands: Improving Throughput and Safety on the A12 Freeway. Washington, DC, 2168–2173.
Rivey F, 2010, Easy-Way Annual Forum, November 17, 2010: Evaluation of the Dynamic Speed Limit System on the A13 Motorway in France [Conference Presentation].
Kianfar J, Edara P, Sun C, 2013, Proceedings of Transportation Research Board 92nd Annual Meeting, January 13–17, 2013: Operational Analysis of a Freeway Variable Speed Limit System: Case Study of Deployment in Missouri. TRB Committee AHB15 Intelligent Transportation Systems, Washington DC.
Saha P, Young R, 2007, Transportation Research Board 93rd Annual Meeting, January 12–14, 2014: Weather-Based Safety Analysis for the Effectiveness of Rural VSL Corridors [C] Transportation Research Board. Washington DC
Hegyi A, De Schutter B, Hellendoorn J, 2003, Optimal Coordination of Variable Speed Limits to Suppress Shock Waves. Proceedings of the 42nd IEEE Conference on Decision and Control, 2768–2773.
Allaby P, Hellinga B, Bullock M, 2003, Proceedings of the 2006 IEEE Intelligent Transportation Systems
Conference, September 17–20, 2006: Variable Speed Limits: Safety and Operational Impact of a Candidate Control Strategy for an Urban Freeway. Toronto, 897–902.
Hegyi A, Hoogendoorn SP, Schreuder M, et al., 2008, Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, October 12–15, 2008: SPECIALIST: A Dynamic Speed Limit Control Algorithm Based on Shock Wave Theory. International IEEE Conference on Intelligent Transportation Systems. Beijing, 827–832.
Hellinga B, Mandelzys M, 2011, Impact of Driver Compliance on the Safety and Operational Impacts of Freeway Variable Speed Limit Systems. Journal of Transportation Engineering, 137(4): 260–268.
Carlson RC, Papamichail I, Papageorgiou M, et al., 2010, Optimal Motorway Traffic Flow Control Involving Variable Speed Limits and Ramp Metering. Transportation Science, 44(2): 238–253.
Carlson RC, Papamichail I, Papageorgiou M, 2011, Local Feedback-Based Mainstream Traffic Flow Control on Motorways Using Variable Speed Limits. IEEE Trans. Intelligent Transportation Systems, 12(4): 1261–1276.
Duan H, Liu P, Wan J, et al., 2012, Proceedings of the 12th COTA International Conference of Transportation Professionals, August 3–6, 2012: Evaluating the Impacts of Variable Speed Limits on Freeway Traffic Operations and Safety: A Case Study in Hangzhou, China. American Society of Civil Engineers, Beijing, 2615–2626.
Li Z, 2014, Variable Speed Limit Control Technology for Fast Roads, dissertation, Southeast University, Nanjing.