A toolbox for on-line process monitoring with some industrial applications

Sirkka-Liisa Jämsä-Jounela, Mikko Vermasvuori, Sasa Haavisto, Petri Endén

    Research output: Contribution to journal › Conference article › Scientific › peer-review

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    Abstract

    On-line process monitoring with fault detection can provide stability and efficiency for a wide range of processes. A toolbox for on-line monitoring using Kohonen self-organizing maps (SOM), in conjunction with heuristic rules is described in this paper. Four different industrial applications using the toolbox are presented and discussed at the end of the paper.
    Original languageEnglish
    Pages (from-to)419-424
    JournalIFAC PROCEEDINGS VOLUMES
    Volume35
    Issue number1
    DOIs
    Publication statusPublished - 2002
    MoE publication typeA4 Article in a conference publication
    EventIFAC World Congress - Barcelona, Spain
    Duration: 21 Jul 2002 → 26 Jul 2002
    Conference number: 19

    Keywords

    • computer application
    • fault detection computer software
    • neural networks
    • rule based systmes

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