Journal of the Korean Institute of Intelligent Systems (한국지능시스템학회논문지)

Korean Institute of Intelligent Systems (한국지능시스템학회)
권호 표지
DOI QR코드

DOI QR Code

Structural and Job Analysis for Core Competency of Aircraft Maintenance Crew Using Fuzzy Theory

퍼지이론을 이용한 항공기 정비사 핵심역량 구조 및 업무분석

  • 최쌍용 (경남대학교 대학원 첨단공학과) ;
  • 황승국 (경남대학교 정보통신공학과)
  • Received : 2015.09.23
  • Accepted : 2015.10.02
  • Published : 2015.12.25
Download PDF
⟨ Previous Next ⟩

Abstract

In this paper, structural analysis for the 16 core competencies of aircraft maintenance crew using FSM is carried out for the purpose of improving the capability of aircraft maintenance. As a result, the three groups of layers are composed of the 3 top layers, 3 middle layers and 10 lowest layers. These results make it possible to grasp the impact and importance. In addition, the core competency of aircraft maintenance crew can improve the maintenance quality and productivity through working on the spot. In this viewpoint, fuzzy relational matrix, which is used as a basis for evaluating the work, can be obtained from the data of the 100 aircraft maintenance crew for core competencies. In this paper, the efficiency of this model is shown by utilizing the 100 modeling data and the 67 checking data.

본 논문은 항공기 정비사의 핵심역량 16개에 대하여 정비능력향상을 목적으로 FSM을 이용하여 구조분석을 실시하여 최상층 3개, 중간층 3개, 하위층 10개로 분류되는 계층별 구조를 핵심역량간의 연결상태와 중요도를 파악하였다. 또한 항공기 정비사의 핵심역량은 업무를 통해서 정비품질 및 생산성이 향상될 수 있다는 관점에서 핵심역량과 업무를 퍼지관계를 이용하여 100명의 항공기 정비사의 설문을 통하여 퍼지관계행렬을 구하여 업무를 평가하는 기준으로 사용하고자 하였다. 본 논문에서는 모델링데이터 100개와 체킹데이터 67개를 사용하여 모델의 유효성을 보였다.

Keywords

References

  1. J.H. Park, J.W. Park, "Military Aircraft Flight and Maintenance Planning under a Variety Length of Preventive Maintenance", Proceedings of KIIE (Korean Institute of Industrial Engineers) Spring Conference, Vol.23, No.5, pp.256-263, 2011.
  2. Army Headquarters, FM 20-10 Maintenance Service, Army Headquarters, 2002.
  3. S.E. Kim, S.G. Hwang, "Pattern Analysis of Core Competency Model for Subcontractors of Construction Companies Using Fuzzy TAM Network", Korea Fuzzy Logic and Intelligent Systems Society, Vol.196, No.1, pp.86-93, 2006.
  4. B.G. Park, S.G. Hwang, "Pattern Analysis of Core Competency of CEO Using Fuzzy ID3", Korean Institute of Intelligent System, Vol.20, No.2. pp.273-276, 2010.
  5. S.Y. Choi, A Study on the Work Level Evaluation for the Core Competency of Aircraft Maintenance Crew, Kyungnam University, Master's Thesis, 2013.
  6. E. Sanchez, "Resolution of Composite Fuzzy Relation Equation", Information and Control, Vol.30, pp.38-48, 1976 https://doi.org/10.1016/S0019-9958(76)90446-0
  7. C.H. Kim, S.G. Hwang, "An Evaluation Model of Corporate Culture Using Fuzzy System", Korean Institute of Intelligent Systems, Vol.20, No.2, pp.267-272, 2010. https://doi.org/10.5391/JKIIS.2010.20.2.267
  8. W.J. Kim, S.G. Hwang, "An Evaluation of Sustainability Management Using Fuzzy Relation", Korean Institute of Intelligent Systems, Vol.25, No.3. pp.287-292, 2015. https://doi.org/10.5391/JKIIS.2015.25.3.287
  9. L.A. Zadeh, "Fuzzy Sets", Information and Control, Vol.8, pp.338-353, 1965. https://doi.org/10.1016/S0019-9958(65)90241-X
  10. E. Tazaki and M. Amagasa, "Structural Modeling in a Class of System Using Fuzzy Sets Theory", Fuzzy Sets and System, Vol.2, No.1, pp.87-103, 1979. https://doi.org/10.1016/0165-0114(79)90018-6
  11. J.M. Ju, S.G. Hwang, Y.M. Park, K.P. Park, "A Study on Purchase Pattern Analysis Method of Intelligent Distribution Management System of Agricultural Products Using FSM", Korean Institute of Intelligent Systems, Vol.14, No.2, pp.509-512, 2004.
  12. Y.J. Lee, S.G. Hwang, "A Consciousness Structure Analysis for the Success Factors of Company Projects Using FSM", Korea Institute of Intelligent Systems, Vol.19, No.5, pp.720-724, 2009. https://doi.org/10.5391/JKIIS.2009.19.5.720
  13. J.D. Gi, S.G. Hwang, "Fuzzy Analysis for Consciousness Structure of Core Competency of Manufacturing Workers", Korean Institute of Intelligent Systems, Vol.21, No.3, pp.378-382, 2011. https://doi.org/10.5391/JKIIS.2011.21.3.378
  14. S.G. Hwang, Y.M. Park, "Fuzzy Structure Analysis for Factors of Project Performance", Korean Institute of Intelligent Systems, Vol.22, No.1, pp.114-118, 2012. https://doi.org/10.5391/JKIIS.2012.22.1.114
  15. Y.M. Park, S.G. Hwang, "Structure Analysis for Core Competency of CEO", Korean Institute of Intelligent Systems, Vol.25, No.1, pp.85-90, 2015. https://doi.org/10.5391/JKIIS.2015.25.1.085
  16. Sung-il Kim, "A Study on the Evaluation Model of Contract Decision Factors and Residential Satisfaction of Rental Apartment Using Fuzzy Theory", Kyungnam University, Doctorate Thesis, 2015.

Cited by

  1. Analysis of Consciousness Structure of Social Workers for the Casual Factors of Elderly Abuse Using FSM vol.26, pp.6, 2016, https://doi.org/10.5391/JKIIS.2016.26.6.458