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Tactical and Operational Planning of Scheduled Maintenance for Per-Seat, On-Demand Air Transportation

Author

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  • Gizem Keysan

    (United Airlines, Elk Grove, Illinois 60007)

  • George L. Nemhauser

    (H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332)

  • Martin W. P. Savelsbergh

    (H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332)

Abstract

Advances in aviation technology including the development of relatively cheap, very light jets and the possibility of free-flight have led to the realization of a per-seat, on-demand air transportation business that operates without a published flight schedule. One of the decision problems this business faces is planning the scheduled maintenance that has to be done periodically for safety reasons. Careful planning of scheduled maintenance in this dynamic business environment is required to ensure safe and efficient operations. In this paper, we address both tactical and operational planning for scheduled maintenance of per-seat, on-demand air transportation. At the tactical level, we determine the daily maintenance capacities. As the fleet size grows over time, decisions pertaining to when and how much to increase maintenance capacity are made. At the operational level, we assign itineraries to jets and determine the jets to be maintained on a daily basis. We further embed operational maintenance planning into a framework that captures the interaction between maintenance decisions and daily flight scheduling.

Suggested Citation

  • Gizem Keysan & George L. Nemhauser & Martin W. P. Savelsbergh, 2010. "Tactical and Operational Planning of Scheduled Maintenance for Per-Seat, On-Demand Air Transportation," Transportation Science, INFORMS, vol. 44(3), pages 291-306, August.
  • Handle: RePEc:inm:ortrsc:v:44:y:2010:i:3:p:291-306
    DOI: 10.1287/trsc.1090.0311
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    References listed on IDEAS

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    1. Haghani, Ali & Shafahi, Yousef, 2002. "Bus maintenance systems and maintenance scheduling: model formulations and solutions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 36(5), pages 453-482, June.
    2. Harvey M. Wagner & Richard J. Giglio & R. George Glaser, 1964. "Preventive Maintenance Scheduling by Mathematical Programming," Management Science, INFORMS, vol. 10(2), pages 316-334, January.
    3. D. Espinoza & R. Garcia & M. Goycoolea & G. L. Nemhauser & M. W. P. Savelsbergh, 2008. "Per-Seat, On-Demand Air Transportation Part I: Problem Description and an Integer Multicommodity Flow Model," Transportation Science, INFORMS, vol. 42(3), pages 263-278, August.
    4. Ram Gopalan & Kalyan Talluri, 1998. "Mathematical models in airline schedule planning: A survey," Annals of Operations Research, Springer, vol. 76(0), pages 155-185, January.
    5. Deris, Safaai & Omatu, Sigeru & Ohta, Hiroshi & Shaharudin Kutar, Lt. Cdr & Abd Samat, Pathiah, 1999. "Ship maintenance scheduling by genetic algorithm and constraint-based reasoning," European Journal of Operational Research, Elsevier, vol. 112(3), pages 489-502, February.
    6. Amotz Bar-Noy & Randeep Bhatia & Joseph (Seffi) Naor & Baruch Schieber, 2002. "Minimizing Service and Operation Costs of Periodic Scheduling," Mathematics of Operations Research, INFORMS, vol. 27(3), pages 518-544, August.
    7. Grigoriev, Alexander & van de Klundert, Joris & Spieksma, Frits C.R., 2006. "Modeling and solving the periodic maintenance problem," European Journal of Operational Research, Elsevier, vol. 172(3), pages 783-797, August.
    8. S. Anily & C.A. Glass & R. Hassin, 1999. "Scheduling maintenance services to three machines," Annals of Operations Research, Springer, vol. 86(0), pages 375-391, January.
    9. Sriram, Chellappan & Haghani, Ali, 2003. "An optimization model for aircraft maintenance scheduling and re-assignment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(1), pages 29-48, January.
    10. D. Espinoza & R. Garcia & M. Goycoolea & G. L. Nemhauser & M. W. P. Savelsbergh, 2008. "Per-Seat, On-Demand Air Transportation Part II: Parallel Local Search," Transportation Science, INFORMS, vol. 42(3), pages 279-291, August.
    11. Kralj, Branimir & Petrovic, Radivoj, 1995. "A multiobjective optimization approach to thermal generating units maintenance scheduling," European Journal of Operational Research, Elsevier, vol. 84(2), pages 481-493, July.
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