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Integrating shared autonomous vehicle in public transportation system: A supply-side simulation of the first-mile service in Singapore

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  • Shen, Yu
  • Zhang, Hongmou
  • Zhao, Jinhua

Abstract

This paper proposes and simulates an integrated autonomous vehicle (AV) and public transportation (PT) system. After discussing the attributes of and the interaction among the prospective stakeholders in the system, we identify opportunities for synergy between AVs and the PT system based on Singapore’s organizational structure and demand characteristics. Envisioning an integrated system in the context of the first-mile problem during morning peak hours, we propose to preserve high demand bus routes while repurposing low-demand bus routes and using shared AVs as an alternative. An agent-based supply-side simulation is built to assess the performance of the proposed service in fifty-two scenarios with different fleet sizes and ridesharing preferences. Under a set of assumptions on AV operation costs and dispatching algorithms, the results show that the integrated system has the potential of enhancing service quality, occupying fewer road resources, being financially sustainable, and utilizing bus services more efficiently.

Suggested Citation

  • Shen, Yu & Zhang, Hongmou & Zhao, Jinhua, 2018. "Integrating shared autonomous vehicle in public transportation system: A supply-side simulation of the first-mile service in Singapore," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 125-136.
    • Handle: RePEc:eee:transa:v:113:y:2018:i:c:p:125-136
    DOI: 10.1016/j.tra.2018.04.004
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    References listed on IDEAS

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    1. Shaheen, Susan & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present, and Future," Institute of Transportation Studies, Working Paper Series qt79v822k5, Institute of Transportation Studies, UC Davis.
    2. Eboli, Laura & Mazzulla, Gabriella, 2011. "A methodology for evaluating transit service quality based on subjective and objective measures from the passenger's point of view," Transport Policy, Elsevier, vol. 18(1), pages 172-181, January.
    3. Marco Diana & Luca Quadrifoglio & Cristina Pronello, 2009. "A methodology for comparing distances traveled by performance-equivalent fixed-route and demand responsive transit services," Transportation Planning and Technology, Taylor & Francis Journals, vol. 32(4), pages 377-399, June.
    4. Yeung, Jian Sheng & Wong, Yiik Diew & Secadiningrat, Julius Raditya, 2015. "Lane-harmonised passenger car equivalents for heterogeneous expressway traffic," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 361-370.
    5. Wilson, Nigel H. M. & Hendrickson, Chris, 1980. "Performance models of flexibly routed transportation services," Transportation Research Part B: Methodological, Elsevier, vol. 14(1-2), pages 67-78.
    6. Shyue Koong Chang & Paul M. Schonfeld, 1991. "Optimization Models for Comparing Conventional and Subscription Bus Feeder Services," Transportation Science, INFORMS, vol. 25(4), pages 281-298, November.
    7. Correia, Gonçalo Homem de Almeida & van Arem, Bart, 2016. "Solving the User Optimum Privately Owned Automated Vehicles Assignment Problem (UO-POAVAP): A model to explore the impacts of self-driving vehicles on urban mobility," Transportation Research Part B: Methodological, Elsevier, vol. 87(C), pages 64-88.
    8. van de Velde, D. M., 1999. "Organisational forms and entrepreneurship in public transport: classifying organisational forms," Transport Policy, Elsevier, vol. 6(3), pages 147-157, July.
    9. Shaheen, Susan A & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present and Future," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt6qg8q6ft, Institute of Transportation Studies, UC Berkeley.
    10. Yap, Menno D. & Correia, Gonçalo & van Arem, Bart, 2016. "Preferences of travellers for using automated vehicles as last mile public transport of multimodal train trips," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 1-16.
    11. Sørensen, Claus Hedegaard & Longva, Frode, 2011. "Increased coordination in public transport--which mechanisms are available?," Transport Policy, Elsevier, vol. 18(1), pages 117-125, January.
    12. Liang, Xiao & Correia, Gonçalo Homem de Almeida & van Arem, Bart, 2016. "Optimizing the service area and trip selection of an electric automated taxi system used for the last mile of train trips," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 93(C), pages 115-129.
    13. Costa, Álvaro, 1996. "The organisation of urban public transport systems in Western European metropolitan areas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 30(5), pages 349-359, September.
    14. Aldaihani, Majid M. & Quadrifoglio, Luca & Dessouky, Maged M. & Hall, Randolph, 2004. "Network design for a grid hybrid transit service," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(7), pages 511-530, August.
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