부품의 가동형태에 따른 고장진단 모델 연구

A Study on Fault Diagnostic Model for Behaviour Appearance of Components

  • 박주식 (명지대학교 산업공학과) ;
  • 하정호 (명지대학교 산업공학과) ;
  • 강경식 (명지대학교 산업공학과)
  • 발행 : 2002.12.01

초록

This study deals with the application of knowledge-based engineering and a methodology for the assessment & measurement of reliability, availability, maintainability, and safety of industrial systems using fault-tree representation. A fuzzy methodology for fault-tree evaluation seems to be an alternative solution to overcome the drawbacks of the conventional approach. To improve the quality of results, the membership functions must be approximated based on heuristic considerations. Conventionally, it is not always easy to obtain a system reliability for components with different individual failure probability density functions(p.d.f.), We utilize fuzzy set theory to solve the adequacy of the conventional probability in accounting and processing of built-in uncertainties in the probabilistic data. The purpose of this study is to propose the framework of knowledge-based engineering through integrating the various sources of knowledge involved in a FTA.

키워드

참고문헌

  1. 김길동, 조 암, '퍼지집합에 의한 FT분석 및 신뢰성 분석,' 산업안전학회지, Vol.12, No.3, 1997, pp.155-160
  2. 김성호, 박태홍, et al., 'Fuzzy logic 제어기의 구성', 한국자동제어 학술회의 논문집, 1989
  3. 박주식, '고장진단을 위한 퍼지 전문가 시스템의 개발', 인천대학교 석사학위논문, 1999
  4. Brown, C. B., 'A Fuzzy Safety Measure,' J. Eng. Mech. Div., Vol.5, 1979, pp. 855-872
  5. Buckley, J.J., 'A Fuzzy Expert System', Fuzzy Sets and Systems, Vol.20, 1986, pp.1-16
  6. Elliot, M., 'Knowledge-based systems for reliability analysis,' Proc. Ann. Reliability & Maintainability Symp., 1990, pp.481-489
  7. Garriba, S., E. Guagnini, P. Mussio, 'An expert system for tree construction,' Proc. Ann Reliability & Maintainability Symp., 1985, pp.82-88
  8. Watermann,D.A., 'A Guide to Expert Systems', Adison-Wesley publishing, 1985
  9. Zadeh, L.A., 'Fuzzy Sets', Information control Vol.8, 1965, pp.338-353