• DocumentCode
    1632455
  • Title

    The Innovation of Manufacturing Premise Based on Knowledge Obtained by Quality Accident Report

  • Author

    Murayama, Shigeyuki ; Shibata, Jun ; Okuhara, Koji ; Ishii, Hiroyuki

  • Author_Institution
    Dept. for Inf. Syst. in Bus., Hiroshima Univ. of Econ., Hiroshima
  • Volume
    1
  • fYear
    2008
  • Firstpage
    593
  • Lastpage
    598
  • Abstract
    The accident (manufacturing mistake) in production line gives a large influence on the production cost. The number of enterprises recognizing the accident should be managed through company risk management process is increasing. However in those circumstances, the accident prevention method has been taken only by individual accident basis but not accident factor basis, and there is no signs on accident decrease. A better approach for minimizing accident occurrence is to extract key common factors that lie in any accidents in the past. This paper describes that the author proposed method is effective in prevention of accidents, and an innovation is taking place in production lines. Also this paper describes the evaluation and the future improvement of the proposed method, based on the results gotten through the trial application in the actual production line.
  • Keywords
    accident prevention; data mining; industrial accidents; innovation management; manufacturing data processing; production facilities; quality management; risk management; text analysis; accident prevention; manufacturing mistake; manufacturing premise innovation; production line; quality accident report; risk management process; text mining technique; Accident prevention; Costs; Data mining; Manufacturing; Problem-solving; Production facilities; Quality control; Risk management; Technological innovation; Text mining; Innovation; Knowledge discovery; Risk management; Text data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications, 2008. ISDA '08. Eighth International Conference on
  • Conference_Location
    Kaohsiung
  • Print_ISBN
    978-0-7695-3382-7
  • Type

    conf

  • DOI
    10.1109/ISDA.2008.260
  • Filename
    4696273