Intersection Signal Timing Optimisation for an Urban Street Network to Minimise Traffic Delays

  • Manel Terraza Polytechnic University of Catalonia, Barcelona, Spain
  • Ji Zhang Illinois Institute of Technology, Chicago, USA
  • Zongzhi Li Illinois Institute of Technology, Chicago, USA
Keywords: urban network, intersection, vehicle delay, pedestrian delay, signal timing, optimisation

Abstract

The ever-increasing travel demand outpacing available transportation capacity especially in the U.S. urban areas has led to more severe traffic congestion and delays. This study proposes a methodology for intersection signal timing optimisation for an urban street network aimed to minimise intersection-related delays by dynamically adjusting green splits of signal timing plans designed for intersections in an urban street network in each hour of the day in response to varying traffic entering the intersections. Two options are considered in optimisation formulation, which are concerned with minimising vehicle delays per cycle, and minimising weighted vehicle and pedestrian delays per cycle calculated using the 2010 Highway Capacity Manual (HCM) method. The hourly vehicular traffic is derived by progressively executing a regional travel demand forecasting model that could handle interactions between signal timing plans and predicted vehicular traffic entering intersections, coupled with pedestrian crossing counts. A computational study is conducted for methodology application to the central business district (CBD) street network in Chicago, USA. Relative weights for calculating weighted vehicle and pedestrian delays, and intersection degrees of saturation are revealed to be significant factors affecting the effectiveness of network-wide signal timing optimisation. For the current study, delay reductions are maximised using a weighting split of 78/22 between vehicle and pedestrian delays.

References

TRB. Highway capacity manual. Transportation Research Board. Washington, D.C.: National Academic Press; 2010.

Li Z. Transportation asset management: Methodology and applications. First Edition. Boca Raton, FL: CRC Press, Taylor and Francis Group; 2018.

Koutsopoulos HN, Habbal M. Effect of intersection delay modeling on the performance of traffic equilibrium models. Transportation Research Part A: Policy and Practice. 1994;28(2): 133-149. DOI: 10.1016/0965-8564(94)90034-5

Fambro DB, Rouphail NM. Generalized delay model for signalized intersections and arterial streets. Transportation Research Record. 2007;1572: 112-121. DOI: 10.3141/1572-14

Aashtiani HZ, H. Iravani H. Use of intersection delay functions to improve reliability of traffic assignment models. Proceedings of the 14th Annual International EMME/2 Conference, 20-22 October 1999, Chicago, USA. Montreal: INRO Consultants; 1999. p. 20-28. Available from: https://www.academia.edu/2605461/Use_of_intersection_delay_functions_to_improve_reliability_of_traffic_assignment_model [Accessed 11th Feb. 2020].

Webster FV. Traffic signals settings. Road Research Laboratory Crowthorne, London, United Kingdom. Report number: 39, 1958. Available from: https://www.sinaldetransito.com.br/artigos/traffic_signals_webster.pdf [Accessed 2nd Mar. 2020].

INRO. EMME/2 user’s manual. Software Release 7. INRO Consultants; 1994. Available from: https://www.inrosoftware.com/en/products/emme/ [Accessed 5th Mar. 2020].

Liu GP, Zhai RP, Pei YL. A calculating method of intersection delay under signal control. Proceedings of the 2007 IEEE Conference on Intelligent Transportation Systems, 30 Sep. - 3 Oct. 2007, Bellevue, WA. New York: Institute of Electrical and Electronics Engineers (IEEE); 2007. p. 648-653. DOI: 10.1109/ITSC.2007.4357783

Mazloumi E, Moridpour S, Mohsenian H. Delay function for signalized intersections in traffic assignment models. Urban Planning and Development. 2010;136(1): 67-74. DOI: 10.1061/(ASCE)0733-9488(2010)136:1(67)

Wolshon B, Taylor WC. Analysis of intersection delay under real-time adaptive signal control. Transportation Research Part C: Emerging Technologies. 1999;7(1): 53-72. DOI: 10.1016/S0968-090X(99)00011-X

Lowrie PR. The Sydney coordinated adaptive traffic system- principles, methodology, algorithms. Proceedings of the International Conference on Road Traffic Signaling, 30 Mar. - 1 Apr. 1982, London, United Kingdom. London: Institution of Electrical Engineers; 1982. p. 67-80. Available from: https://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=PASCAL82X0330853 [Accessed 6th Mar. 2020].

Quiroga CA, Bullock D. Measuring control delay at signalized intersections. Transportation Engineering. 1999;125(4): 271-280. DOI: 10.1061/(ASCE)0733-947X(1999)125:4(271)

Li Z, Li N, Liu F. An effective calculating method of signalized intersection delay. Proceedings of the 2009 International Conference on Digital Image Processing, 7-9 March 2009, Bangkok, Thailand. New York: Institute of Electrical and Electronics Engineers (IEEE); 2009. p. 211-215. DOI: 10.1109/ICDIP.2009.41

Zhu Z, et al. A simplified real-time road network model considering intersection delay and its application on vehicle navigation. Applied Mechanics and Materials. 2011;58-60: 1959-1965. DOI: 10.4028/www.scientific.net/AMM.58-60.1959

Qiao F, Yi P, Yang H, Devarakonda S. Fuzzy logic based intersection delay estimation. Mathematical and Computer Modelling. 2002;36(11/13): 1425-1434. DOI: 10.1016/S0895-7177(02)00298-4

Roshandeh AM, et al. New methodology for intersection signal timing optimisation to simultaneously minimise vehicle and pedestrian delays. Transportation Engineering. 2014;140(5): 04014009. DOI: 10.1061/(ASCE)TE.1943-5436.0000658

Li Z, et al. Development and application of the TRANSIMS toolbox for transportation operations management in and around Chicago central area. Federal Highway Administration, U.S. Department of Transportation. Phase I Final Report, 2012.

Published
2021-08-05
How to Cite
1.
Terraza M, Zhang J, Li Z. Intersection Signal Timing Optimisation for an Urban Street Network to Minimise Traffic Delays. Promet [Internet]. 2021Aug.5 [cited 2024Apr.25];33(4):579-92. Available from: https://traffic.fpz.hr/index.php/PROMTT/article/view/3694
Section
Articles