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At-stop control measures in public transport: Literature review and research agenda

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  • Gkiotsalitis, K.
  • Cats, O.

Abstract

In this literature review, we systematically review studies on public transit control with a specific focus on at-stop measures. In our synthesis of the relevant literature, we consider three perspectives: (1) the mathematical models of the proposed methodologies; (2) their complexity; (3) their applicability in real-time operations and their advantages and disadvantages considering their practical implications. The reviewed control methods include holding, dynamic dispatching, and stop-skipping. Control methods, that have attracted more attention in recent years due to the advancements in automation and data availability, aim at alleviating the negative effects of service variability because of external disruptions. Following the synthesis of the literature, we propose a research agenda pertaining to the combination of control measures, passenger-oriented decision making, coordinated network control, deployment of electric buses and disturbance management.

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  • Gkiotsalitis, K. & Cats, O., 2021. "At-stop control measures in public transport: Literature review and research agenda," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 145(C).
    • Handle: RePEc:eee:transe:v:145:y:2021:i:c:s136655452030819x
    DOI: 10.1016/j.tre.2020.102176
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    1. Delgado, Felipe & Munoz, Juan Carlos & Giesen, Ricardo, 2012. "How much can holding and/or limiting boarding improve transit performance?," Transportation Research Part B: Methodological, Elsevier, vol. 46(9), pages 1202-1217.
    2. Leong, Waiyan & Goh, Karen & Hess, Stephane & Murphy, Paul, 2016. "Improving bus service reliability: The Singapore experience," Research in Transportation Economics, Elsevier, vol. 59(C), pages 40-49.
    3. James Strathman & Thomas Kimpel & Kenneth Dueker & Richard Gerhart & Steve Callas, 2002. "Evaluation of transit operations: data applications of Tri-Met's automated Bus Dispatching System," Transportation, Springer, vol. 29(3), pages 321-345, August.
    4. Li, Jing-Quan & Mirchandani, Pitu B. & Borenstein, Denis, 2009. "A Lagrangian heuristic for the real-time vehicle rescheduling problem," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(3), pages 419-433, May.
    5. Richardson, David B., 2013. "Electric vehicles and the electric grid: A review of modeling approaches, Impacts, and renewable energy integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 247-254.
    6. Peter G. Furth, 1986. "Zonal Route Design for Transit Corridors," Transportation Science, INFORMS, vol. 20(1), pages 1-12, February.
    7. Rabi G. Mishalani & Mark R. McCord & Stacey Forman, 2008. "Schedule-Based and Autoregressive Bus Running Time Modeling in the Presence of Driver-Bus Heterogeneity," Lecture Notes in Economics and Mathematical Systems, in: Mark Hickman & Pitu Mirchandani & Stefan Voß (ed.), Computer-aided Systems in Public Transport, pages 301-317, Springer.
    8. Corman, Francesco & D'Ariano, Andrea & Pacciarelli, Dario & Pranzo, Marco, 2010. "A tabu search algorithm for rerouting trains during rail operations," Transportation Research Part B: Methodological, Elsevier, vol. 44(1), pages 175-192, January.
    9. Andrea D'Ariano & Francesco Corman & Dario Pacciarelli & Marco Pranzo, 2008. "Reordering and Local Rerouting Strategies to Manage Train Traffic in Real Time," Transportation Science, INFORMS, vol. 42(4), pages 405-419, November.
    10. Peter Knoppers & Theo Muller, 1995. "Optimized Transfer Opportunities in Public Transport," Transportation Science, INFORMS, vol. 29(1), pages 101-105, February.
    11. Jing-Quan Li & Pitu B. Mirchandani & Denis Borenstein, 2008. "Parallel Auction Algorithm for Bus Rescheduling," Lecture Notes in Economics and Mathematical Systems, in: Mark Hickman & Pitu Mirchandani & Stefan Voß (ed.), Computer-aided Systems in Public Transport, pages 281-299, Springer.
    12. Sánchez-Martínez, G.E. & Koutsopoulos, H.N. & Wilson, N.H.M., 2016. "Real-time holding control for high-frequency transit with dynamics," Transportation Research Part B: Methodological, Elsevier, vol. 83(C), pages 1-19.
    13. Rossetti, Manuel D. & Turitto, Timothy, 1998. "Comparing static and dynamic threshold based control strategies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(8), pages 607-620, November.
    14. Gao, Yuan & Kroon, Leo & Schmidt, Marie & Yang, Lixing, 2016. "Rescheduling a metro line in an over-crowded situation after disruptions," Transportation Research Part B: Methodological, Elsevier, vol. 93(PA), pages 425-449.
    15. Berrebi, Simon J. & Crudden, Sean Óg & Watkins, Kari E., 2018. "Translating research to practice: Implementing real-time control on high-frequency transit routes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 213-226.
    16. Klumpenhouwer, W. & Wirasinghe, S.C., 2018. "Optimal time point configuration of a bus route - A Markovian approach," Transportation Research Part B: Methodological, Elsevier, vol. 117(PA), pages 209-227.
    17. G. F. Newell, 1974. "Control of Pairing of Vehicles on a Public Transportation Route, Two Vehicles, One Control Point," Transportation Science, INFORMS, vol. 8(3), pages 248-264, August.
    18. E. E. Osuna & G. F. Newell, 1972. "Control Strategies for an Idealized Public Transportation System," Transportation Science, INFORMS, vol. 6(1), pages 52-72, February.
    19. Šemrov, D. & Marsetič, R. & Žura, M. & Todorovski, L. & Srdic, A., 2016. "Reinforcement learning approach for train rescheduling on a single-track railway," Transportation Research Part B: Methodological, Elsevier, vol. 86(C), pages 250-267.
    20. Pellegrini, Paola & Marlière, Grégory & Rodriguez, Joaquin, 2014. "Optimal train routing and scheduling for managing traffic perturbations in complex junctions," Transportation Research Part B: Methodological, Elsevier, vol. 59(C), pages 58-80.
    21. Aichong Sun & Mark Hickman, 2008. "The Holding Problem at Multiple Holding Stations," Lecture Notes in Economics and Mathematical Systems, in: Mark Hickman & Pitu Mirchandani & Stefan Voß (ed.), Computer-aided Systems in Public Transport, pages 339-359, Springer.
    22. Xia Luo & Shuozhi Liu & Peter J. Jin & Xiaowen Jiang & Hongfei Ding, 2017. "A connected-vehicle-based dynamic control model for managing the bus bunching problem with capacity constraints," Transportation Planning and Technology, Taylor & Francis Journals, vol. 40(6), pages 722-740, August.
    23. Tzeng, Gwo-Hshiung & Lin, Cheng-Wei & Opricovic, Serafim, 2005. "Multi-criteria analysis of alternative-fuel buses for public transportation," Energy Policy, Elsevier, vol. 33(11), pages 1373-1383, July.
    24. Kliewer, Natalia & Mellouli, Taieb & Suhl, Leena, 2006. "A time-space network based exact optimization model for multi-depot bus scheduling," European Journal of Operational Research, Elsevier, vol. 175(3), pages 1616-1627, December.
    25. Cortés, Cristián E. & Jara-Díaz, Sergio & Tirachini, Alejandro, 2011. "Integrating short turning and deadheading in the optimization of transit services," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(5), pages 419-434, June.
    26. Dessouky, Maged & Hall, Randolph & Zhang, Lei & Singh, Ajay, 2003. "Real-time control of buses for schedule coordination at a terminal," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(2), pages 145-164, February.
    27. Gkiotsalitis, K. & Alesiani, F., 2019. "Robust timetable optimization for bus lines subject to resource and regulatory constraints," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 30-51.
    28. Nadjla Ghaemi & Oded Cats & Rob M. P. Goverde, 2017. "Railway disruption management challenges and possible solution directions," Public Transport, Springer, vol. 9(1), pages 343-364, July.
    29. Xuan, Yiguang & Argote, Juan & Daganzo, Carlos F., 2011. "Dynamic bus holding strategies for schedule reliability: Optimal linear control and performance analysis," Transportation Research Part B: Methodological, Elsevier, vol. 45(10), pages 1831-1845.
    30. Meng, Lingyun & Zhou, Xuesong, 2014. "Simultaneous train rerouting and rescheduling on an N-track network: A model reformulation with network-based cumulative flow variables," Transportation Research Part B: Methodological, Elsevier, vol. 67(C), pages 208-234.
    31. Jing-Quan Li, 2014. "Transit Bus Scheduling with Limited Energy," Transportation Science, INFORMS, vol. 48(4), pages 521-539, November.
    32. Daganzo, Carlos F., 2009. "A headway-based approach to eliminate bus bunching: Systematic analysis and comparisons," Transportation Research Part B: Methodological, Elsevier, vol. 43(10), pages 913-921, December.
    33. Wu, Weitiao & Liu, Ronghui & Jin, Wenzhou, 2017. "Modelling bus bunching and holding control with vehicle overtaking and distributed passenger boarding behaviour," Transportation Research Part B: Methodological, Elsevier, vol. 104(C), pages 175-197.
    34. Sirmatel, Isik Ilber & Geroliminis, Nikolas, 2018. "Mixed logical dynamical modeling and hybrid model predictive control of public transport operations," Transportation Research Part B: Methodological, Elsevier, vol. 114(C), pages 325-345.
    35. Bartholdi, John J. & Eisenstein, Donald D., 2012. "A self-coördinating bus route to resist bus bunching," Transportation Research Part B: Methodological, Elsevier, vol. 46(4), pages 481-491.
    36. Eberlein, Xu Jun & Wilson, Nigel H. M. & Barnhart, Cynthia & Bernstein, David, 1998. "The real-time deadheading problem in transit operations control," Transportation Research Part B: Methodological, Elsevier, vol. 32(2), pages 77-100, February.
    37. Wang, Yusheng & Huang, Yongxi & Xu, Jiuping & Barclay, Nicole, 2017. "Optimal recharging scheduling for urban electric buses: A case study in Davis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 100(C), pages 115-132.
    38. Chen, Xumei & Yu, Lei & Zhang, Yushi & Guo, Jifu, 2009. "Analyzing urban bus service reliability at the stop, route, and network levels," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(8), pages 722-734, October.
    39. André Puong & Nigel H. M. Wilson, 2008. "A Train Holding Model for Urban Rail Transit Systems," Lecture Notes in Economics and Mathematical Systems, in: Mark Hickman & Pitu Mirchandani & Stefan Voß (ed.), Computer-aided Systems in Public Transport, pages 319-337, Springer.
    40. Berrebi, Simon J. & Watkins, Kari E. & Laval, Jorge A., 2015. "A real-time bus dispatching policy to minimize passenger wait on a high frequency route," Transportation Research Part B: Methodological, Elsevier, vol. 81(P2), pages 377-389.
    41. Hernández, Daniel & Muñoz, Juan Carlos & Giesen, Ricardo & Delgado, Felipe, 2015. "Analysis of real-time control strategies in a corridor with multiple bus services," Transportation Research Part B: Methodological, Elsevier, vol. 78(C), pages 83-105.
    42. William C. Jordan & Mark A. Turnquist, 1979. "Zone Scheduling of Bus Routes to Improve Service Reliability," Transportation Science, INFORMS, vol. 13(3), pages 242-268, August.
    43. Li, Shukai & Liu, Ronghui & Yang, Lixing & Gao, Ziyou, 2019. "Robust dynamic bus controls considering delay disturbances and passenger demand uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 123(C), pages 88-109.
    44. Miles, John & Potter, Stephen, 2014. "Developing a viable electric bus service: The Milton Keynes demonstration project," Research in Transportation Economics, Elsevier, vol. 48(C), pages 357-363.
    45. Cats, Oded, 2014. "Regularity-driven bus operation: Principles, implementation and business models," Transport Policy, Elsevier, vol. 36(C), pages 223-230.
    46. Mark D. Hickman, 2001. "An Analytic Stochastic Model for the Transit Vehicle Holding Problem," Transportation Science, INFORMS, vol. 35(3), pages 215-237, August.
    47. Argote-Cabanero, Juan & Daganzo, Carlos F. & Lynn, Jacob W., 2015. "Dynamic control of complex transit systems," Transportation Research Part B: Methodological, Elsevier, vol. 81(P1), pages 146-160.
    48. Argote-Cabanero, Juan & Daganzo, Carlos F & Lynn, Jacob W, 2015. "Dynamic Control of Complex Transit Systems," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt6j16889k, Institute of Transportation Studies, UC Berkeley.
    49. Daganzo, Carlos F. & Pilachowski, Josh, 2011. "Reducing bunching with bus-to-bus cooperation," Transportation Research Part B: Methodological, Elsevier, vol. 45(1), pages 267-277, January.
    50. Wu, Weitiao & Liu, Ronghui & Jin, Wenzhou & Ma, Changxi, 2019. "Simulation-based robust optimization of limited-stop bus service with vehicle overtaking and dynamics: A response surface methodology," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 130(C), pages 61-81.
    51. Adamski, Andrzej & Turnau, Andrzej, 1998. "Simulation support tool for real-time dispatching control in public transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(2), pages 73-87, February.
    52. Phillips, William & del Rio, Andrés & Muñoz, Juan Carlos & Delgado, Felipe & Giesen, Ricardo, 2015. "Quantifying the effects of driver non-compliance and communication system failure in the performance of real-time bus control strategies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 463-472.
    53. Chen, Jingxu & Liu, Zhiyuan & Zhu, Senlai & Wang, Wei, 2015. "Design of limited-stop bus service with capacity constraint and stochastic travel time," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 83(C), pages 1-15.
    54. Chow, Andy H.F. & Li, Shuai & Zhong, Renxin, 2017. "Multi-objective optimal control formulations for bus service reliability with traffic signals," Transportation Research Part B: Methodological, Elsevier, vol. 103(C), pages 248-268.
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