Fuzzy 밀집기법을 이용한 맞춤형 부픔 분류법의 개발

Development of a Company-Tailored Part Classification & Coding System Using fuzzy clustering Techniques

  • 발행 : 1988.06.01

초록

This paper presents a methodology for the development of a part classification and coding system suited to each individual company. When coding a group of parts for a specific company by a general purpose part classification & coding system like OPITZ system, it is frequently observed that we use only a small subset of total available code numbers. Such sparsity in the actual occurrences of code numbers implies that we can design a better system which uses digits of the system more parsimoniously. A 2-dimensional fuzzy ISODATA algorithm is developed to extract the important characteristics for the classification from the set of given parts. Based on the extracted characteristics nd the distances between fuzzy clustering cenetroids, a company-unique classification and coding system can be developed. An example case study for a medium sized machine shop is presented.

키워드

참고문헌

  1. Group Technology Arn,E.A.
  2. IEEE Trans. on System, Man and Cybernetics v.SMC-7 no.2 Prototype Classification and Feature Selection With Fuzzy Sets Bezdek,J.C.;P.F.Castelaz
  3. AIIE Trans. v.13 no.3 A Fuzzy Approach to Information Retrieval from a Criminal History Data Base Dube,R;E,A,Elsayed
  4. Fuzzy Sets and Systems Dubois,D.;H.Prade
  5. Industrial Eng. Well Planned Coding and Classification System Offers Company-Wide Synergistic Benefits Dunlap,G.C.;C.R.Hirlinger
  6. American Machinist Codes and Classification Systems Eckert,R.L.
  7. CAD/CAM Computer-Aid Design and Manufacturing (1st ed.) Groover,M.P.;E.W.;Zimmers,Jr.
  8. Improving Productivity by Classification, Coding and Data Base Standardization Hyde,W.E.
  9. Operations Management Review v.2 no.2 Management’s Guide to Group Technology Hyer,N.L.
  10. Production and Inventory Management(4th Qtr.) Group Technology Ingram,F.B.
  11. Computer and Industrial Eng. v.6 no.1 Implications of GT in Automated Stansard Data Systems Kimbler,D.L.;M.H.Agee
  12. The British Foundryman Group Technology. Casting Classification Law,T.D.(et al.)
  13. Capabilities of Group Technology Group Technology Application-Sheet Metal Fabrication Raja,N.;K.S.Taraman;N.Hamed;N.L.Hyer(ed.)
  14. American Machinist Gt via Automated Process Planning Schaffer,G.
  15. Capabilities of Group Technology Establisting a Classification and Coding System Thompson,A.F.;N.L.Hyer(ed.)
  16. Annals of the CIRP An Expert System of the Part Classification Zhu,J.Y.;Y.Z.Zhang
  17. Group Technology의 도입 및 적용 한국기계연구소
  18. GT를 응용한 제조관리개선에 관한 연구 한국기계연구소
  19. 군분류 기술 개발 과학기술처