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Cooperational Control of Autonomous Intelligent Machining Cell with Machine Learning Function.

Research Project

Project/Area Number 06650127
Research Category

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

Allocation TypeSingle-year Grants
Research Field 機械工作・生産工学
Research InstitutionChiba University

Principal Investigator

SAITO Yoshio  Chiba University, Faculty of Engineering, Professor, 工学部, 教授 (00108218)

Project Period (FY) 1994 – 1995
Project Status Completed (Fiscal Year 1995)
Budget Amount *help
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 1995: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1994: ¥1,600,000 (Direct Cost: ¥1,600,000)
KeywordsIntelligent Manufacturing System / Machine Learning / Cooperational Control / Autonomous Svstem
Research Abstract

There are many intelligent elements in a manufacturing system, and it is important to control them in a cooperational condition. Moreover, to develop an automated intellingent manufacturing system, it is necessary to make clear a harmonized cooperating control way and conceptual construction method for knowledge acquisition in actual process. Analysing the knowledge of skilled workers, determinations are conducted with the intutive decision tables and heuristic approaches. The learning method of human is mainly dependent on the relationship between an action and its result, that is correspondent to the analyzed data and evaluation items.
Therefore, an intelligent decision making method was developed in this project, considering the conceptual construction method with self-learning process for autonomous harmonized manufacturing system. Fundamental research was carried out regarding the following two subjects for two years.
(1) Conceptual Construction Making Process for configuration similarity.
(2) Intelligent Robot-Vision System for Machining Cell-Engraving a Wood Block by Robot-.
Through a numerous practical exercises, the validity of proposed system has been proved with valuable results.

Report

(3 results)
  • 1995 Annual Research Report   Final Research Report Summary
  • 1994 Annual Research Report
  • Research Products

    (13 results)

All Other

All Publications (13 results)

  • [Publications] Shizuichi Higuchi, Yoshio Saito, Takao Saito, Meguru Kiyoyoshi: "Application of Fuzzy Inference to Slack-of-Belt Grinding" International Conference of Precision Engreering. 393-396 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 斎藤義夫,樋口静一,津村幸治: "フリーベルト研磨作業の自動化-作業工程決定の知能化-" 日本機械学会第72期通常総会講演論文集. IV. 435-436 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 西郷貴晶,斎藤義夫,津村幸治: "図面の類似性の概念構築に関する研究" 精密工学会春季大会学術講演論文集. (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 斎藤義夫,Ali A,Akb ari,宮内雅史,津村幸治: "ロボット加工セルの知能化-ロボットによる木彫加工-" 日本機械学会第73期通常総会講演論文集. (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Shizuichi Higuchi, Yoshio Saito, Takeo Saito and Meguru Kiyoyoshi: "Application of Fuzzy Inference to Slack-of-Belt Grinding." International Conference on Precision Engineering '95 (2nd ICMT) , p393-p396,22-24 November. (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Yoshio Sito, Shizuichi Higuchi, Kouji Tsumura: "Automated Grinding System for Free-Belt Operation-Intelligent Decision Making of Machining Process-." 72nd Annual Meeting of JSME. (IV). 435-436 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Takaaki Saigo, Yoshio Saito, Kouji Tsumura: "Conceptual Construction Making Process for Configuration Similarity." Spring Annual Meeting of JSPE. (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Yoshio Saito, Ali A.Akbari, Masashi Miyauchi, Kouji Tsumura: "Intelligent Robot-Vision System for Machining Cell-Engraving a Wood Block by Robot-." 73rd Annual Meeting of JSME. (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Shizuichi Higuchi,Yoshio Saito,Takeo Saito Meguru Kiyoyoshi: "Appli cation of Fuzzy Inference to Slack‐of‐Belt Grinding" International Conference on Precision Eugneering.393-396 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 斎藤義夫,樋口静一,津村幸治: "フリーベルト研磨作業の自動化-作業工程決定の知能化-" 日本機械学会第72期通常総会講演論文集. IV. 435-436 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 西郷貴晶,斎藤義夫,津村幸治: "図面の類似性の概念構築に関する研究" 精密工学会春季大会学術講演論文集. (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] 斎藤義夫,Ali A,Akbari,宮田雅史,津村幸治: "ロボット加工セルの知能化-ロボットによる木彫加工-" 日本機械学会第73期通常総会講演論文集. (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] 斎藤義夫,樋口静一,津村幸治: "フリーベルト研磨作業の自動化 -作業工程決定の知能化-" 日本機械学会第27期通常総会講演会(早稲田大学,3月30日). (1995)

    • Related Report
      1994 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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