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Development of Intellingent Machine Tools with Fault Recovery Function Using Sensor Fusion

Research Project

Project/Area Number 02505002
Research Category

Grant-in-Aid for Developmental Scientific Research (A)

Allocation TypeSingle-year Grants
Research Field 機械工作
Research InstitutionOsaka University

Principal Investigator

IWATA Kazuaki  Osaka Univ., Faculty of Engg., Prof., 工学部, 教授 (30031066)

Co-Investigator(Kenkyū-buntansha) IDE. Kiyoshi  Mitsubishi Electric, Ltd. PST Center Manager, 生産システム技術センタ, マネージャー(研究者
ONOSATO Masahiko  Osaka Univ., Faculty of Engg., Res. Assoc., 工学部, 助手 (80177279)
TAKATA Shozo  Osaka Univ., Faculty of Engg., A. Prof., 工学部, 助教授 (50120340)
Project Period (FY) 1990 – 1991
Project Status Completed (Fiscal Year 1991)
Budget Amount *help
¥38,700,000 (Direct Cost: ¥38,700,000)
Fiscal Year 1991: ¥9,800,000 (Direct Cost: ¥9,800,000)
Fiscal Year 1990: ¥28,900,000 (Direct Cost: ¥28,900,000)
KeywordsIntelligent Machine Fools / Sensor Fusion / Fault Recovery / Cutting Simulation / model-based / 異常検知,診断 / 自動復帰
Research Abstract

The results of this research are summarized as shown below.
1) A new cutting simulation system based on the geometric models with boundary representations is developed so as to predict cutting forces more precisely. To utilize the results of cutting simulation, the concept of cutting scenarios and their automatic generation method are proposed for using real-time control.
2) By fusing model information and sensor information provided by cutting scenarios, the methodology for in-process fault diagnosis and recovery planning based on the diagnosis result are discussed. With respect to fault diagnosis, following methods are developed.
a) Diagnosis of machine tool fault with machine information in operation
b) Diagnosis of tool and work by comparing cutting force patterns obtained from sensors and simulation result
C) Automated generation of measuring programs in order to investigate the diagnosis.
3) The Experimental System which constitutes of a machining center, a control computer, a sensors-signal processing computer, and a simulation workstation. Real-time communication between the machining center and the control computer is realized so that control commands ana machine status can be easily exchanged. This makes it possible that the control computer can control the machining center in the flexible way by integrating information from other computers.
4) By carrying out the cutting experiments with end-mills and drilling tools, the effectiveness of the entire system and the fault monitoring and diagnosis method is confirmed.

Report

(3 results)
  • 1991 Annual Research Report   Final Research Report Summary
  • 1990 Annual Research Report
  • Research Products

    (13 results)

All Other

All Publications (13 results)

  • [Publications] Kazuaki Iwata: "Intelligent Machining Station with Model Based Sumulation" Proc.of 23rd CIRP International Seminar on Manufacturing Systems. (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] 高田 祥三: "モデルベ-スインテリジェント加工ステ-ション(加工精度制御の実現)" 1991年度精密工学会秋季大会学術講演会講演論文集. 541-542 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] 高田 祥三: "モデルベ-スインテリジェント加工ステ-ションー切削シミュレ-ションによる加工シナリオの自動生成ー" 1992年度精密工学会春季大会学術講演会講演論文集. (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] Shozo Takata: "Applications of Model Based Cutting Simulation to Intelligent Machining Operations" Proc.of International Conference for Integration of Technical Factory Functions in Mechanical Automated Industries. (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] Kazuaki Iwata, et. al: "Intelligent Machining Station with Model Based Simulation" Proc. 23rd CIRP Int. Seminar on MS. (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] Shozo Takata, et. al.: "Model based Intelligent Machining Station (Realization of Cutting Accuracy Control) (Japanese)" 1991 Proc. JSPE 1991 Autumn Conf.541-542 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] Shozo Takata, et. al.: "Model based Intelligent Macnining Station (Automatic Generation of Cutting Scenario by Cutting Simulation) (Japanese)" 1992 Proc. JSPE 1992 Spring Conf.(1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] Shozo Takata, et. al.: "Application of Model Based Cutting Simulation to Intelligent Machining Operations Emission" Proc. Int. Conf. for Integration of Technical Factory Function in Mechanical Automated Industries.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] Kazuaki Iwata: "Intelligent Machining Station with Model Based Simulation" Proc.of 23rd CIRP International Seminar on Manufacturing Systems. (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 高田 祥三: "モデルベ-スインテリジェント加工ステ-ション(加工精度制御の実現)" 1991年度精密工学会秋季大会学術講演会講演論文集. 541-542 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 高田 祥三: "モデルベ-スインテリジェント加工ステ-ション-切削シミュレ-ションによる加工シナリオの自動生成-" 1992年度精密工学会春季大会学術講演会講演論文集. (1992)

    • Related Report
      1991 Annual Research Report
  • [Publications] Shozo Takata: "Applications of Model Based Cutting Simulation to Intelligent Machining Operations" Proc.of International Conference for Integration of Technical Factory Functions in Mechanical Automated Industries. (1992)

    • Related Report
      1991 Annual Research Report
  • [Publications] K.Iwata,S.Takata: "Intelligent Machining Station with Model Based Simulation" Proceeding of the C.I.R.P.Seminar. (1991)

    • Related Report
      1990 Annual Research Report

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Published: 1990-04-01   Modified: 2016-04-21  

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