FMS의 고장진단을 위한 전문가 시스템의 구축방안에 대한 연구

A framework for an expert system for fault diagnosis in an FMS

  • 이원영 (서울산업대학교, 산업공학과)
  • 발행 : 1995.02.01

초록

The objective of this paper is to present a framework for an expert system for fault diagnosis in an FMS (Flexible Manufacturing Systyem). First, a system is analyzed structurally and functionally, giving the relationships between the system's components. These relationships, represented by strata, are are then stored in a deep knowledge base (DKB). Next, the specific knowledge, represented by echelons, about the symptoms and their probable causes for each component is stored in a shallow knowledge base (SKB) in the form of rule. When the fault diagnosis process begins, it starts to search the DKB and then the SKB, which is called hybrid reasoning in artificial intelligence.

키워드

참고문헌

  1. 정보과학회지 v.10 no.4 Diagnostic Reasoning 이원영
  2. Proc. of the Second Annual Workshop on Space Operations Automation and Robotics(SOAR’88) Diagnostics in the Extendable Integrated Support Environment(EISE) Brink,J.R.;P.Storey
  3. Artificial Intelligence v.24 no.1-3 Dignostic Reasoning Based on Structure and Behavior Davis,R.
  4. Artificial Intelligence v.32 no.1 Diagnosing Multiple Faults de Kleer,J.;B.C.Williams
  5. IEEE Trans. on System, Man, and Cybernetics v.SMC-17 no.3 Expert Systems and Diagnostic Expertise in the Mechanical and Electrical Domains Fink,P.K.;J.C.Lusth
  6. Artificial Intelligence v.24 The Use of Design Descriptions in Automated Diagnosis Genesereth,M.R.
  7. Artificial Intelligence v.26 no.3 A Method for Managing Evidential Reasoning in a Hierarchical Hypothesis Space Gordon,J.;E.H.Shortliffe
  8. CAD/CAM:Computer-Aided Design and Manufacturing Groover,M.P.;E.W.Zimmers,Jr.
  9. Proc. of AAAI-87:the Sixth Nat’l Conf. on AI v.2 TEST:A ModelDriven Application Shell Kahn,G.S.;A.Kepner;J.Pepper
  10. Proc. of the First Int’l conf. on Industrial & Engineering Applications of AI and Expert Systems ’88 v.1 Expert Diagnostic System Khaksari,G.H.
  11. Proc. for Int’l Conf. on Expert Systems and Leading Edge in Production Planning and Control Model Based Reasoning in CIM Kunz,J.C.
  12. Intelligent Manufacturing Systems Kusiak,A.
  13. Ph. D. Dissertation, University of Louisville A Hybrid Approach to a Generic Diagnosis Model for a Computer-Integrated Manufacturing System Lee,Won Young
  14. Proc. of the First Int ’l Conf. on Industrial & Engineering Applications of AI and Expert Systems’88 v.1 The ISA Expert System:A Prototype System for Failure Diagnosis on the Space Station Marsh,C.A.
  15. Theory of Hierarchical, Multilevel Systems Mesarovic,M.D.;D.Macko;Y.Takahara
  16. IEEE Trans. on System, Man, and Cybernetics v.SMC-17 no.3 Strategies for Diagnosis Milne,R.
  17. IEEE Trans. on Semiconductor Manufacturing v.2 no.2 A Framework for Knowledge-Based Computer-Integrated Manufacturing Pan,J.Y.C.;J.M.Tenenbaum;J.Glicksman
  18. A Guide to Commerical Artificial Intelligence Rauch-Hindin,W.B.
  19. The New Science of Management Decision Simon,H.A.
  20. Dignostic Problem Solvng:Combining Heuristic, Approximate and Causal Reasoning Torasso,P.;L.Console
  21. A Guide to Expert Systems Waterman,D.A.
  22. Multiple Criteria Decision Making Zeleny,M.