IDEAS home Printed from https://ideas.repec.org/a/kap/netspa/v19y2019i3d10.1007_s11067-018-9402-5.html
   My bibliography  Save this article

Airport Taxi Situation Awareness with a Macroscopic Distribution Network Analysis

Author

Listed:
  • Jianan Yin

    (Nanjing University of Aeronautics and Astronautics
    Imperial College London)

  • Minghua Hu

    (Nanjing University of Aeronautics and Astronautics)

  • Yuanyuan Ma

    (The 28th Research Institute of China Electronics Technology Group Corporation)

  • Ke Han

    (Imperial College London
    Nanjing University of Aeronautics and Astronautics)

  • Dan Chen

    (Nanjing University of Aeronautics and Astronautics)

Abstract

This paper proposes a framework for airport taxi situation awareness to enhance the assessment of aircraft ground movements in complex airport surfaces. Through a macroscopic distribution network (MDN) of arrival and departure taxi processes in a spatial-temporal domain, we establish two sets of taxi situation indices (TSIs) from the perspectives of single aircraft and the whole network. These TSIs are characterized into five categories: aircraft taxi time indices (ATTIs), surface instantaneous flow indices (SIFIs), surface cumulative flow indices (SCFIs), aircraft queue length indices (AQLIs), and slot resource demand indices (SRDIs). The coverage of the TSIs system is discussed in detail based on the departure and arrival reference aircraft. A real-world case study of Shanghai Pudong airport demonstrates significant correlations among some of the proposed TSIs such as the ATTIs, SCFIs and AQLIs. We identify the most crucial influencing factors of the taxi process and propose two new metrics to assess the taxi situation at the aircraft and network levels, by establishing taxi situation assessment models instead of using two systems of multiple TSIs. The findings can provide significant references to decision makers regarding airport ground movements for the purposes of air traffic scheduling and congestion control in complex airports.

Suggested Citation

  • Jianan Yin & Minghua Hu & Yuanyuan Ma & Ke Han & Dan Chen, 2019. "Airport Taxi Situation Awareness with a Macroscopic Distribution Network Analysis," Networks and Spatial Economics, Springer, vol. 19(3), pages 669-695, September.
    • Handle: RePEc:kap:netspa:v:19:y:2019:i:3:d:10.1007_s11067-018-9402-5
    DOI: 10.1007/s11067-018-9402-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11067-018-9402-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11067-018-9402-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Angel Marín & Esteve Codina, 2008. "Network design: taxi planning," Annals of Operations Research, Springer, vol. 157(1), pages 135-151, January.
    2. Guépet, J. & Briant, O. & Gayon, J.P. & Acuna-Agost, R., 2016. "The aircraft ground routing problem: Analysis of industry punctuality indicators in a sustainable perspective," European Journal of Operational Research, Elsevier, vol. 248(3), pages 827-839.
    3. Ángel Marín, 2006. "Airport management: taxi planning," Annals of Operations Research, Springer, vol. 143(1), pages 191-202, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jianan Yin & Yuanyuan Ma & Yuxin Hu & Ke Han & Suwan Yin & Hua Xie, 2021. "Delay, Throughput and Emission Tradeoffs in Airport Runway Scheduling with Uncertainty Considerations," Networks and Spatial Economics, Springer, vol. 21(1), pages 85-122, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guépet, J. & Briant, O. & Gayon, J.P. & Acuna-Agost, R., 2016. "The aircraft ground routing problem: Analysis of industry punctuality indicators in a sustainable perspective," European Journal of Operational Research, Elsevier, vol. 248(3), pages 827-839.
    2. Yin, Suwan & Han, Ke & Ochieng, Washington Yotto & Sanchez, Daniel Regueiro, 2022. "Joint apron-runway assignment for airport surface operations," Transportation Research Part B: Methodological, Elsevier, vol. 156(C), pages 76-100.
    3. Guépet, Julien & Briant, Olivier & Gayon, Jean-Philippe & Acuna-Agost, Rodrigo, 2017. "Integration of aircraft ground movements and runway operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 104(C), pages 131-149.
    4. Yang, Lei & Yin, Suwan & Han, Ke & Haddad, Jack & Hu, Minghua, 2017. "Fundamental diagrams of airport surface traffic: Models and applications," Transportation Research Part B: Methodological, Elsevier, vol. 106(C), pages 29-51.
    5. Mirko Giacomo & Francesco Mason & Marisa Cenci, 2020. "A note on solving the Fleet Quickest Routing Problem on a grid graph," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(3), pages 1069-1090, September.
    6. Hang Zhou & Xinxin Jiang, 2015. "Research on Taxiway Path Optimization Based on Conflict Detection," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-17, July.
    7. Niu, Shih-Yuan & Liu, Chiung-Lin & Chang, Chih-Ching & Ye, Kung-Don, 2016. "What are passenger perspectives regarding airlines' environmental protection? An empirical investigation in Taiwan," Journal of Air Transport Management, Elsevier, vol. 55(C), pages 84-91.
    8. Marisa Cenci & Mirko Giacomo & Francesco Mason, 2017. "A note on a mixed routing and scheduling problem on a grid graph," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(11), pages 1363-1376, November.
    9. Jiguang Wang & Yilun Zhang & Xinjie Xing & Yuanzhu Zhan & Wai Kin Victor Chan & Sunil Tiwari, 2024. "A data-driven system for cooperative-bus route planning based on generative adversarial network and metric learning," Annals of Operations Research, Springer, vol. 339(1), pages 427-453, August.
    10. Dönmez, Kadir & Çetek, Cem & Kaya, Onur, 2022. "Air traffic management in parallel-point merge systems under wind uncertainties," Journal of Air Transport Management, Elsevier, vol. 104(C).
    11. Ming Zhang & Qianwen Huang & Sihan Liu & Huiying Li, 2019. "Assessment Method of Fuel Consumption and Emissions of Aircraft during Taxiing on Airport Surface under Given Meteorological Conditions," Sustainability, MDPI, vol. 11(21), pages 1-21, November.
    12. Samà, Marcella & D’Ariano, Andrea & D’Ariano, Paolo & Pacciarelli, Dario, 2017. "Scheduling models for optimal aircraft traffic control at busy airports: Tardiness, priorities, equity and violations considerations," Omega, Elsevier, vol. 67(C), pages 81-98.
    13. Chen, Shuiwang & Wu, Lingxiao & Ng, Kam K.H. & Liu, Wei & Wang, Kun, 2024. "How airports enhance the environmental sustainability of operations: A critical review from the perspective of Operations Research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
    14. Jeffery L. Kennington & Charles D. Nicholson, 2010. "The Uncapacitated Time-Space Fixed-Charge Network Flow Problem: An Empirical Investigation of Procedures for Arc Capacity Assignment," INFORMS Journal on Computing, INFORMS, vol. 22(2), pages 326-337, May.
    15. Weiszer, Michal & Chen, Jun & Locatelli, Giorgio, 2015. "An integrated optimisation approach to airport ground operations to foster sustainability in the aviation sector," Applied Energy, Elsevier, vol. 157(C), pages 567-582.
    16. Samà, Marcella & D'Ariano, Andrea & Corman, Francesco & Pacciarelli, Dario, 2018. "Coordination of scheduling decisions in the management of airport airspace and taxiway operations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 114(PB), pages 398-411.
    17. Jose L. Andrade-Pineda & Pedro L. Gonzalez-R & Jose M. Framinan, 2013. "A Decision-Making Tool for a Regional Network of Clinical Laboratories," Interfaces, INFORMS, vol. 43(4), pages 360-372, August.
    18. Jamili, Amin, 2017. "A robust mathematical model and heuristic algorithms for integrated aircraft routing and scheduling, with consideration of fleet assignment problem," Journal of Air Transport Management, Elsevier, vol. 58(C), pages 21-30.
    19. Senay Solak & Gustaf Solveling & John-Paul B. Clarke & Ellis L. Johnson, 2018. "Stochastic Runway Scheduling," Transportation Science, INFORMS, vol. 52(4), pages 917-940, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:netspa:v:19:y:2019:i:3:d:10.1007_s11067-018-9402-5. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.