The Impact of Aircraft Spare Engine & Module's Inventory Level on Operational Availability

항공기 예비엔진 및 모듈 재고수준이 운용가용도에 미치는 영향

  • Received : 2010.05.20
  • Accepted : 2010.07.05
  • Published : 2010.09.30

Abstract

It is difficult to determine an optimal inventory level of aircraft engine and modules to achieve the target operational availability since F100-PW-200 & 229 engines of the F-16 & KF-16 aircraft are consisted of 5 modules with different failure rates and costs. This study presents a decision model, combining an integer programming problem and a regression metamodel. Data for the metamodel was attained from results of a simulation model, that represents operational and repair process of F-16 and KF-16. The objective function of an integer programming problem is maximizing the operational availability, representing pessimistic circumstances. Finally, an integer programming problem with a metamodel can make an optimal decision of the inventory level.

Keywords

References

  1. 공군본부(2007), 항공기 정비관리(공군교범 5-51), 대한민국공군.
  2. 우제웅(2000), 항공기 예비기관/모듈 적정소요 산정 모형 연구, 국방논집 제00-49호, 한국국방연구원.
  3. 정일한, 윤원영(2008),"가용도 제약하에 MIME 시스템에서 유전알고리즘과 시뮬레이션을 이용한 수리부속 최적화" 품질경영학회지, 36권, 2호, pp.9-19.
  4. 정일한, 윤원영, 김호균(2009), "가용도 제약하에 시뮬레이션과 메타 휴리스틱을 이용한 MIME 시스템의 수리수준 및 수리부속 할당 동시 최적화", 경영과학, 26권, 1호, pp.209-223.
  5. Banks, J., J. Carson, B. Nelson, D. Nicol(2005), Discrete-Event System Simulation, Prentice Hall, New Jersey.
  6. Keijne, J.(1992), "Regression Metamodels for Simu lation with Common Random Numbers: Compa rison of Validation Tests and Confidence Intervals", Management Science, Vol.38, No.8, pp.1164-1185. https://doi.org/10.1287/mnsc.38.8.1164
  7. Muckstadt, J.(1973), "A Model for Multi-item, Multi-echelon, Multi-indenture Inventory System," Management Science, Vol.20, pp.472-481. https://doi.org/10.1287/mnsc.20.4.472
  8. O'Malley, T.(1983), "The Aircraft Availability Model: Conceptual Framework and Mathematics," Technical Report AF201, Logistics Management Institute, Washington, D.C..
  9. Robinson, S.(2004), Simulation: The Practice of Model Development and Use, John Wiley & Sons, Ltd., England.
  10. Sanchez, S.(2008), "Better than a Petaflop: The Power of Efficient Experimental Design", 2008 Winter Simulation Conference, Montery, CA.
  11. Sherbrooke, C.C.(1968), "METRIC: A Multi-echelon Technique for Recoverable Item Control," Operations Research, Vol.16, pp. 122-141. https://doi.org/10.1287/opre.16.1.122
  12. Sherbrooke, C.C.(1986), "VARI-METRIC: Improved Approximations for Multi-indenture, Multi-Echelon Availability Models," Operations Research, Vol.34, No.2, pp.311-319. https://doi.org/10.1287/opre.34.2.311
  13. Slay, F. M., et. al.(1996), "Optimizing Spares Support: The Aircraft Sustainability Model," Tech nical Report AF501MR1, Logistics Management Institute, Washington, D.C..
  14. Slay, F. M.(1980), "VARI-METRIC: An approach to modeling multi-echelon resupply when the de-mand process is Poisson with a Gamma prior," Tech nical Report AF301-3, Logistics Manage ment Insti tute, Washington, D.C..