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Failure Data Analysis of J79 Engine Transfer Gearbox for Aircraft Maintenance Planning

항공기 정비계획을 위한 J79 엔진 Transfer Gearbox의 고장데이터 분석

  • Received : 2009.07.30
  • Accepted : 2010.04.21
  • Published : 2010.06.01

Abstract

Forecasting possible failure characteristics is very important in maintenance planning because it helps in predicting any future failures and determining the optimum replacement interval. This paper examines the time.to-failure distribution of the transfer gearbox of a J79 engine by using a probability plotting technique which is one of the most convenient techniques for reliability analysis. Various probability distributions are evaluated for determining the suitable probability distribution of the failure data of the transfer gearbox, and the resulting correlation coefficient indicates that failure data have a lognormal distribution. The expected number of unscheduled maintenance actions and the optimum replacement interval for various values of cost ratios are determined.

고장의 특성을 예상하는 것은 미래의 고장을 예견하고 최적의 교체간격을 결정할 수 있도록 해주기 때문에 정비 계획에서 매우 중요하다. 본 연구에서는 신뢰도 해석에서 가장 전통적인 방법 중의 하나인 확률지에 도시하는 기법을 이용하여 J79 엔진 Transfer Gearbox의 고장 분포를 검토하였다. 고장 데이터에 대한 적절한 분포를 찾기 위해서 다양한 확률분포가 이용되었으며, 얻어진 상관계수는 고장데이터가 대수정규분포에 가장 근접함을 나타내었다. 예상되는 비계획 정비행위의 횟수와 다양한 비용 비율에 대해서 최적의 교체간격을 구하였다.

Keywords

References

  1. Choi, J.M., Kwon, Y.H., Choi, H.S., Yang, S.H., Woo, S.W., Cho, S.M. and Lee, S.J., 2009, "Statistical Analysis for NDI Results of Aircraft Engine Component for Determining Crack Initiation Period," Trans. of the KSME (A), Vol. 33, No. 12, pp. 1482-1487. https://doi.org/10.3795/KSME-A.2009.33.12.1482
  2. Song, J.H. and Park, J.H., 2007, An Introduction to Reliability Engineering in Mechanical Design, Intervision, Seoul, pp. 189-208.
  3. Leemis, Lawrence M, 1995, Reliability: Probabilistic Models and Statistical Methods, Prentice-Hall, New York, pp. 273-300.
  4. Technical manual T.O. 2J-J79-86-5, Cleaning, Inspection and Repair.
  5. Jeong, H.S., Kwon, Y.I., and Park, D.H., 2007, Reliability Test Analysis and Evaluation, Youngchi Publication.
  6. Kamins, M. and McCall, J.J., 1961, "Rules for Planned Replacement of Aircraft and Missile Parts," Memorandum RM-2810-PR, Rand Corporation.
  7. Wolstenholme, L.C., 1999, Reliability Modelling: A Statistical Approach, Chapman & Hall/CRC, New York
  8. Park, K.S., 1993, Reliability Engineering, Heejung Publication, Seoul, pp. 427-443.
  9. Kang, Y.S., Kim, T.G. and Hwang, Y.H., 2007, Reliability Engineering and Application, Donghwa Publication, Seoul, pp. 265-277.

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