Maintenance data management system

Shozo Takata, Yuu Inoue, Takehisa Kohda, Hiroyuki Hiraoka, Hajime Asama

    Research output: Contribution to journalArticle

    13 Citations (Scopus)

    Abstract

    For the effective management of manufacturing facilities throughout their life cycle, it is important to collect maintenance data and make use of them for operation and maintenance planning or design of new machines. However, it is seldom that the maintenance data are properly recorded and utilized in a systematic way. To solve these problems, we have proposed a maintenance data management system. In this paper, two major modules of the system are discussed. The first one is a malfunction data collection system which can navigate users to input malfunction cases in a proper format. The second one is a feedback data generation system which induces common causes implied in the malfunction cases by means of the attribute-oriented induction algorithm. An experimental system is applied to malfunction cases of machine tools for demonstrating its effectiveness.

    Original languageEnglish
    Pages (from-to)389-392
    Number of pages4
    JournalCIRP Annals - Manufacturing Technology
    Volume48
    Issue number1
    Publication statusPublished - 1999

    Fingerprint

    Information management
    Machine tools
    Life cycle
    Feedback
    Planning

    ASJC Scopus subject areas

    • Industrial and Manufacturing Engineering

    Cite this

    Takata, S., Inoue, Y., Kohda, T., Hiraoka, H., & Asama, H. (1999). Maintenance data management system. CIRP Annals - Manufacturing Technology, 48(1), 389-392.

    Maintenance data management system. / Takata, Shozo; Inoue, Yuu; Kohda, Takehisa; Hiraoka, Hiroyuki; Asama, Hajime.

    In: CIRP Annals - Manufacturing Technology, Vol. 48, No. 1, 1999, p. 389-392.

    Research output: Contribution to journalArticle

    Takata, S, Inoue, Y, Kohda, T, Hiraoka, H & Asama, H 1999, 'Maintenance data management system', CIRP Annals - Manufacturing Technology, vol. 48, no. 1, pp. 389-392.
    Takata S, Inoue Y, Kohda T, Hiraoka H, Asama H. Maintenance data management system. CIRP Annals - Manufacturing Technology. 1999;48(1):389-392.
    Takata, Shozo ; Inoue, Yuu ; Kohda, Takehisa ; Hiraoka, Hiroyuki ; Asama, Hajime. / Maintenance data management system. In: CIRP Annals - Manufacturing Technology. 1999 ; Vol. 48, No. 1. pp. 389-392.
    @article{07753348c9ae4d14be80596f83667354,
    title = "Maintenance data management system",
    abstract = "For the effective management of manufacturing facilities throughout their life cycle, it is important to collect maintenance data and make use of them for operation and maintenance planning or design of new machines. However, it is seldom that the maintenance data are properly recorded and utilized in a systematic way. To solve these problems, we have proposed a maintenance data management system. In this paper, two major modules of the system are discussed. The first one is a malfunction data collection system which can navigate users to input malfunction cases in a proper format. The second one is a feedback data generation system which induces common causes implied in the malfunction cases by means of the attribute-oriented induction algorithm. An experimental system is applied to malfunction cases of machine tools for demonstrating its effectiveness.",
    author = "Shozo Takata and Yuu Inoue and Takehisa Kohda and Hiroyuki Hiraoka and Hajime Asama",
    year = "1999",
    language = "English",
    volume = "48",
    pages = "389--392",
    journal = "CIRP Annals - Manufacturing Technology",
    issn = "0007-8506",
    publisher = "Elsevier USA",
    number = "1",

    }

    TY - JOUR

    T1 - Maintenance data management system

    AU - Takata, Shozo

    AU - Inoue, Yuu

    AU - Kohda, Takehisa

    AU - Hiraoka, Hiroyuki

    AU - Asama, Hajime

    PY - 1999

    Y1 - 1999

    N2 - For the effective management of manufacturing facilities throughout their life cycle, it is important to collect maintenance data and make use of them for operation and maintenance planning or design of new machines. However, it is seldom that the maintenance data are properly recorded and utilized in a systematic way. To solve these problems, we have proposed a maintenance data management system. In this paper, two major modules of the system are discussed. The first one is a malfunction data collection system which can navigate users to input malfunction cases in a proper format. The second one is a feedback data generation system which induces common causes implied in the malfunction cases by means of the attribute-oriented induction algorithm. An experimental system is applied to malfunction cases of machine tools for demonstrating its effectiveness.

    AB - For the effective management of manufacturing facilities throughout their life cycle, it is important to collect maintenance data and make use of them for operation and maintenance planning or design of new machines. However, it is seldom that the maintenance data are properly recorded and utilized in a systematic way. To solve these problems, we have proposed a maintenance data management system. In this paper, two major modules of the system are discussed. The first one is a malfunction data collection system which can navigate users to input malfunction cases in a proper format. The second one is a feedback data generation system which induces common causes implied in the malfunction cases by means of the attribute-oriented induction algorithm. An experimental system is applied to malfunction cases of machine tools for demonstrating its effectiveness.

    UR - http://www.scopus.com/inward/record.url?scp=0032682450&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=0032682450&partnerID=8YFLogxK

    M3 - Article

    VL - 48

    SP - 389

    EP - 392

    JO - CIRP Annals - Manufacturing Technology

    JF - CIRP Annals - Manufacturing Technology

    SN - 0007-8506

    IS - 1

    ER -