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Efficient aircraft spare parts inventory management under demand uncertainty

Author

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  • Gu, Jingyao
  • Zhang, Guoqing
  • Li, Kevin W.

Abstract

In airline industries, the aircraft maintenance cost takes up about 13% of the total operating cost. It can be reduced by a good planning. Spare parts inventories exist to serve the maintenance planning. Compared with commonly used reorder point system (ROP) and forecasting methods which only consider historical data, this paper presents two non-linear programming models which predict impending demands based on installed parts failure distribution. The optimal order time and order quantity can be found by minimizing total cost. The first basic mathematical model assumes shortage period starts from mean time to failure (MTTF). An iteration method and GAMS are used to solve this model. The second improved mathematical model takes into account accurate shortage time. Due to its complexity, only GAMS is applied in solution methodology. Both models can be proved effective in cost reduction through revised numerical examples and their results. Comparisons of the two models are also discussed.

Suggested Citation

  • Gu, Jingyao & Zhang, Guoqing & Li, Kevin W., 2015. "Efficient aircraft spare parts inventory management under demand uncertainty," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 101-109.
  • Handle: RePEc:eee:jaitra:v:42:y:2015:i:c:p:101-109
    DOI: 10.1016/j.jairtraman.2014.09.006
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    References listed on IDEAS

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    1. Ghobbar, A.A & Friend, C.H, 2002. "Sources of intermittent demand for aircraft spare parts within airline operations," Journal of Air Transport Management, Elsevier, vol. 8(4), pages 221-231.
    2. Stephen G. Allen & Donato A. D'Esopo, 1968. "An Ordering Policy for Repairable Stock Items," Operations Research, INFORMS, vol. 16(3), pages 669-674, June.
    3. Wang, Wenbin, 2012. "A stochastic model for joint spare parts inventory and planned maintenance optimisation," European Journal of Operational Research, Elsevier, vol. 216(1), pages 127-139.
    4. Ghobbar, Adel A. & Friend, Chris H., 2004. "The material requirements planning system for aircraft maintenance and inventory control: a note," Journal of Air Transport Management, Elsevier, vol. 10(3), pages 217-221.
    5. de Smidt-Destombes, Karin S. & van der Heijden, Matthieu C. & van Harten, Aart, 2007. "Availability of k-out-of-N systems under block replacement sharing limited spares and repair capacity," International Journal of Production Economics, Elsevier, vol. 107(2), pages 404-421, June.
    6. Regattieri, A. & Gamberi, M. & Gamberini, R. & Manzini, R., 2005. "Managing lumpy demand for aircraft spare parts," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 426-431.
    7. R. Natarajan, 1968. "A Reliability Problem with Spares and Multiple Repair Facilities," Operations Research, INFORMS, vol. 16(5), pages 1041-1057, October.
    8. Vaughan, Timothy S., 2005. "Failure replacement and preventive maintenance spare parts ordering policy," European Journal of Operational Research, Elsevier, vol. 161(1), pages 183-190, February.
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