반도체 생산 라인에서의 이탈 처리 추적 전문가 시스템의 지식베이스 구축

Construction of Knowledge Base for Fault Tracking Expert System in Semiconductor Production Line

  • 김형종 (성균관대학교 전기전자 및 컴퓨터공학부) ;
  • 조대호 (성균관대학교 전기전자 및 컴퓨터공학부) ;
  • 이칠기 (성균관대학교 전기전자 및 컴퓨터공학부) ;
  • 김훈모 (성균관대학교 기계공학부) ;
  • 노용한 (성균관대학교 전기전자 및 컴퓨터공학부)
  • 발행 : 1999.01.01

초록

Objective of the research is to put the vast and complex fault tracking knowledge of human experts in semiconductor production line into the knowledge base of computer system. We mined the fault tracking knowledge of domain experts(engineers of production line) for the construction of knowledge base of the expert system. Object oriented fact models which increase the extensibility and reusability have been built. The rules are designed to perform the fault diagnosis of the items in production device. We have exploited the evidence accumulation method to assign check priority in rules. The major contribution is in the overall design and implementation of the nile base and related facts of the expert system in object oriented paradigm for the application of the system in fault diagnosis in semiconductor production line.

키워드

참고문헌

  1. Artificial Intelligence : The Second Edition R.Knight
  2. Artificial Intelligence : The Third Edition P.H.Winston
  3. Knowledge Acquisition : Principles and Guidelines Mcgraw;Harbison-briggs
  4. Expert Systems - Principles and Programming : Second Edition J.Giarratano;G.Riley
  5. Artificial Intelligence and Expert Systems for Engineers C.S.Krishnamoorthy
  6. 전문가 시스템 김화수;조용범;최종욱
  7. Objects and Systems B.P.Zeigler
  8. 전문가 시스템 이윤배
  9. 전문가 시스템 정일주
  10. Neuron Data Elements Environment Intelligent Rules Element Manual version 4.0 Neuron Data
  11. Intelligent Systems for Business - Expert Systems with Neural Networks F.Zahehi
  12. Expert System With Applications v.12 no.2 A fault detection and diagnosis module for oil production plants in offshore platforms E.Kaszkurewicz;A.Bhaya;N.F.F.Ebecken
  13. Expert Systems With Application v.10 no.2 Object-oriented approach to knowledge-based structural design system K.H.Lee;D.Lee;S.H.Han
  14. Neural Networks In Computer Intelligence L.M.Fu
  15. Neural Network And Fuzzy Logic Applications In C/C++ S.T.Welstead
  16. Wafer Fabrication : Factory Performance and Analysis L.F.Atherton;R.W.Atherton
  17. 반도체(공정 및 측정) 전자 자료사 편집부
  18. C++ For C Programmers : Second Edition I.Pohl
  19. Int. J. General Systems v.14 Some properties of modified dempster-shafer operators in rule based inference system B.P.Zeigler
  20. Artificial Intelligence - Structures and Strategies for Complex Problem Solving : Second Edition G.F.Luger;W.A.Stubblefield
  21. Artificial Intelligence - Theory and Practice T.Dean;J.Allen;Y.Aloimonos
  22. fuzzy-logic/part1