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Development of Expert System for Grinding Operations

Research Project

Project/Area Number 01460105
Research Category

Grant-in-Aid for General Scientific Research (B)

Allocation TypeSingle-year Grants
Research Field 機械工作
Research InstitutionKeio University, Faculty of Science and Technology

Principal Investigator

INASAKI Ichiro  KEIO University, Faculty of Science and Technology, Professor, 理工学部, 教授 (30051650)

Co-Investigator(Kenkyū-buntansha) AOYAMA Tojiro  KEIO University, Faculty of Science and Technology, Associate Professor, 理工学部, 助教授 (70129302)
Project Period (FY) 1989 – 1990
Project Status Completed (Fiscal Year 1990)
Budget Amount *help
¥6,500,000 (Direct Cost: ¥6,500,000)
Fiscal Year 1990: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1989: ¥5,400,000 (Direct Cost: ¥5,400,000)
KeywordsGrinding / Expert system / Grinding wheel / Grinding conditions / Frame systems / Production system / Fuzzy theory / 加工条件 / 異常診断
Research Abstract

This research report has presented an architecture and basic strategy for grinding expert system. We have suggested an effective mechanism for knowledge-base based on fuzzy set theory. This system can handle vague and uncertain knowledge, and presents a scheme for integrating data with various kinds
of grinding knowledge knowledge-base. The knowledge-base establishes the three parts so as to functionally cope with various knowledge. The developed system performed in using the KBMS and engineering work station (Apollo DN4000).
1. The hybrid model based on frames and production rules is utilized to represent domain specific knowledge such as experiences and intuitions. Also, a default theory and fuzzy logic based on fuzzy set theory are adopted to utilize the vague grinding knowledge.
2. The developed system is composed of inter face, inference engine, grinding knowledge-base, actual grinding operation database, grinding trouble knowledge-base management system, and several temporary frames.
3. The procedures which are necessary to determine the grinding conditions are separated into modules which are accumulated to the grinding knowledge-base. The grinding data are used to calculate coefficient factors of experimental equations stored in the grinding actual operation database.

Report

(3 results)
  • 1990 Annual Research Report   Final Research Report Summary
  • 1989 Annual Research Report
  • Research Products

    (12 results)

All Other

All Publications (12 results)

  • [Publications] I.Inasaki: "Monitoring and optimization of internal grinding process" Annals of the CIRP. 40/1. (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] G.Kim,S.Aida,I.Inasaki: "Development of expert system for grinding operations" Proceedings of the international conference on manufacturing systems and environment. 395-400 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 和久田,稲崎: "動力監視による内面研削状態の診断" 日本機械学会第68期全国大会講演会講演論文集. E900ー59. 279-281 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] I. INASAKI: "Monitoring and Optimization of Internal Grinding Process" Annals of the CIRP. Vol. 40, No. 1. (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] G. KIM: "Development of Expert System for Grinding Operations" Proc. International Conference on Manufacturing Systems and Environment. 395-400 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] M. WAKUDA: "Diagnosis of Internal Grinding with Power Monitoring" Proc. JSME Conf.E900-59. (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] M. WAKUDA: "Malfunctions in Internal Grinding" Proc. JSME Conf.(1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] I.Inasaki: "Monitoring and optimization of internal grinding process" Annals of the CIRP. 40/1. (1991)

    • Related Report
      1990 Annual Research Report
  • [Publications] G.Kim,S.Aida,I.Inasaki: "Development of expert system for grinding operations" Proceedings of the international conference on manufacturing systems and environment. 395-400 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 和久田,稲崎: "動力監視による内面研削状態の診断" 日本機械学会第68期全国大会講演会講演論文集. E,900ー59. 279-281 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 和久田,稲崎: "内面研削プロセスの異常診断" 日本機械学会第69期全国大会講演会. (1991)

    • Related Report
      1990 Annual Research Report
  • [Publications] G.II.Kim: "Development of Expert System for Grinding Operations" The International Conference on Manufacturing System and Environment,(May 28ーJune 2,1990),Tokyo,Japan. (1990)

    • Related Report
      1989 Annual Research Report

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Published: 1989-04-01   Modified: 2016-04-21  

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