Technical Papers
Apr 18, 2020

Reduce Bus Bunching with a Real-Time Speed Control Algorithm Considering Heterogeneous Roadway Conditions and Intersection Delays

Publication: Journal of Transportation Engineering, Part A: Systems
Volume 146, Issue 7

Abstract

This paper investigates bus bunching issues encountered with a single bus line. A real-time speed control model was proposed with the objective of minimizing variations in bus headway. Three cases of a typical road infrastructure for bus lines were studied. Two main factors that influence the stability of bus service–namely, signalized intersection delays and heterogeneous roadway conditions—were studied in the modeling process. In addition, other common variables were considered, including the time required for passengers to board a bus and alight from it. Compared with findings from prior literature, that frequently assumed homogeneous roadway infrastructure conditions and ignored intersection delays. The built model output the degree of speed adjustment required in accordance with different roadway configurations and the congestion level at each road section. A case study was designed to test the performance of the proposed model, based on the data collected from 40 bus stops, on Bus route No. 600 in Xi’an, China. Results showed that the proposed model could effectively restrain the problems posed by headway deviations and reduce travel time for the passengers.

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Data Availability Statement

Some or all data, models, or code generated or used during the study are available from the corresponding author by request (including Bus route No. 600 and numerical analysis data set).

Acknowledgments

This study is supported by the National Key Research and Development Program of China (No. 2018YFB1600900).

References

Ampountolas, K., and M. Kring. 2015. “Mitigating bunching with bus-following models and bus-to-bus cooperation.” In Proc., IEEE 18th Int. Conf. on Intelligent Transportation Systems. New York: IEEE.
Berrebi, S. J., E. Hans, N. Chiabaut, J. A. Laval, L. Leclercq, and K. E. Watkins. 2018. “Comparing bus holding methods with and without real-time predictions.” Transp. Res. Part C Emerging Technol. 87 (1): 197–211. https://doi.org/10.1016/j.trc.2017.07.012.
Bueno-Cadena, C. E., and J. C. Munoz. 2017. “Reducing metro trip times and energy consumption through speed control, holding and boarding limits.” Transportmetrica A Transp. Sci. 13 (9): 767–793. https://doi.org/10.1080/23249935.2017.1332113.
Cao, Z., and A. Ceder. 2019. “Autonomous shuttle bus service timetabling and vehicle scheduling using skip-stop tactic.” Transp. Res. Part C Emerging Technol. 102 (May): 370–395. https://doi.org/10.1016/j.trc.2019.03.018.
Chandrasekar, P., R. L. Cheu, and H. C. Chin. 2002. “Simulation evaluation of route-based control of bus operations.” J. Transp. Eng. 128 (6): 519–527. https://doi.org/10.1061/(ASCE)0733-947X(2002)128:6(519).
Daganzo, C. F. 2009. “A headway-based approach to eliminate bus bunching: Systematic analysis and comparisons.” Transp. Res. Part B Methodol. 43 (10): 913–921. https://doi.org/10.1016/j.trb.2009.04.002.
Daganzo, C. F., and J. Pilachowski. 2011. “Reducing bunching with bus-to-bus cooperation.” Transp. Res. Part B Methodol. 45 (1): 267–277. https://doi.org/10.1016/j.trb.2010.06.005.
Deng, Y., Y. Ma, X. Luo, R. Ma, and Y. Wang. 2019. “Evaluation and prediction of bus operation condition based on bunching analysis.” In Proc., 98th Annual Meeting of the Transportation Research Board. Washington DC: Transportation Research Board.
Estrada, M., J. Mensión, J. M. Aymamí, and L. Torres. 2016. “Bus control strategies in corridors with signalized intersections.” Transp. Res. Part C Emerging Technol. 71 (Oct): 500–520. https://doi.org/10.1016/j.trc.2016.08.013.
Golob, T. F., E. T. Canty, R. L. Gustafson, and J. E. Vitt. 1972. “An analysis of consumer preferences for a public transportation system.” Transp. Res. 6 (1): 81–102. https://doi.org/10.1016/0041-1647(72)90113-X.
HCM (Highway Capacity Manual). 2010. Highway capacity manual: Transportation research board. Washington, DC: Transportation Research Board.
Hickman, M. D. 2001. “An analytic stochastic model for the transit vehicle holding problem.” Transp. Sci. 35 (3): 215–237. https://doi.org/10.1287/trsc.35.3.215.10150.
Ji, Y., and H. M. Zhang. 2013. “Dynamic holding strategy to prevent buses from bunching.” Transp. Res. Rec. 2352 (1): 94–103. https://doi.org/10.3141/2352-11.
Lee, K. K. T., and P. Schonfeld. 1991. “Optimal slack time for timed transfers at a transit terminal.” J. Adv. Transp. 25 (3): 281–308. https://doi.org/10.1002/atr.5670250304.
Nesheli, M. M., and A. Ceder. 2017. “Real-time public transport operations: Library of control strategies.” Transp. Res. Rec. 2647 (1): 26–32. https://doi.org/10.3141/2647-04.
Newell, G. F., and R. B. Potts. 1964. “Maintaining a bus schedule.” In Proc., Australian Road Research Board Conf, 388–393. Melbourne, Australia: Australian Road Research Board.
Paine, F., G. Brunner, S. Hille, and A. Nash. 1967. Consumer conceived attributes of transportation: An attitude study. College Park, MD: Univ. of Maryland.
Petit, A., Y. Ouyang, and C. Lei. 2018. “Dynamic bus substitution strategy for bunching intervention.” Transp. Res. Part B Methodol. 115 (1): 1–16. https://doi.org/10.1016/j.trb.2018.06.001.
Prashker, J. N. 1979. “Direct analysis of the perceived importance of attributes of reliability of travel modes in urban travel.” Transportation 8 (4): 329–346. https://doi.org/10.1007/BF00167987.
Ren, F., X. Liu, and J. Rong. 2008. Traffic engineering. Beijing: Communications Press.
Sun, A., and M. Hickman. 2005. “The Real–time stop–skipping problem.” J. Intell. Transp. Syst. 9 (2): 91–109. https://doi.org/10.1080/15472450590934642.
Teng, J., and W. Jin. 2015. “A section-speed guiding method for bus operation control.” Tongji Daxue Xuebao/J. Tongji Univ. 43 (8): 1194–1199.
Ting, C.-J., and P. Schonfeld. 2005. “Schedule coordination in a multiple hub transit network.” J. Urban Plann. Dev. 131 (2): 112–124. https://doi.org/10.1061/(ASCE)0733-9488(2005)131:2(112).
Wang, W. 2003. “Practical speed-flow relationship model of highway traffic-flow [J].” J. Southeast Univ. 33 (4): 487–491.
Welding, P. I. 1957. “The instability of a close-interval service.” J. Oper. Res. Soc. 8 (3): 133–142. https://doi.org/10.1057/jors.1957.21.
Wu, W., R. Liu, and W. Jin. 2017. “Modelling bus bunching and holding control with vehicle overtaking and distributed passenger boarding behaviour.” Transp. Res. Part B Methodol. 104 (Oct): 175–197. https://doi.org/10.1016/j.trb.2017.06.019.
Wu, Y., J. Tang, Y. Yu, and Z. Pan. 2015. “A stochastic optimization model for transit network timetable design to mitigate the randomness of traveling time by adding slack time.” Transp. Res. Part C Emerging Technol. 52: 15–31. https://doi.org/10.1016/j.trc.2014.12.012.
Xuan, Y., J. Argote, and C. F. Daganzo. 2011. “Dynamic bus holding strategies for schedule reliability: Optimal linear control and performance analysis.” Transp. Res. Part B Methodol. 45 (10): 1831–1845. https://doi.org/10.1016/j.trb.2011.07.009.
Zhao, J., M. Dessouky, and S. Bukkapatnam. 2006. “Optimal slack time for schedule-based transit operations.” Transp. Sci. 40 (4): 529–539. https://doi.org/10.1287/trsc.1060.0170.

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Published In

Go to Journal of Transportation Engineering, Part A: Systems
Journal of Transportation Engineering, Part A: Systems
Volume 146Issue 7July 2020

History

Received: Jul 7, 2019
Accepted: Nov 13, 2019
Published online: Apr 18, 2020
Published in print: Jul 1, 2020
Discussion open until: Sep 18, 2020

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Authors

Affiliations

Ya-Juan Deng, Ph.D. [email protected]
Associate Professor, School of Highway, Chang’an Univ., Xi’an, Shaanxi 710064, China. Email: [email protected]
Xiao-Hong Liu [email protected]
Ph.D. Student, School of Highway, Chang’an Univ., Xi’an, Shaanxi 710064, China. Email: [email protected]
Xianbiao Hu, Ph.D., A.M.ASCE [email protected]
Assistant Professor, Dept. of Civil, Architectural, and Environmental Engineering, Missouri Univ. of Science and Technology, 1401 N Pine St., Rolla, MO 65409 (corresponding author). Email: [email protected]
Ph.D. Student, School of Highway, Chang’an Univ., Xi’an, Shaanxi 710064, China. Email: [email protected]

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