Diagnosis of tool wear with a microcontroller

Erkki Jantunen, Eero Vaajoensuu

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Abstract

    Tool wear monitoring is very important for economical reasons. In this paper a very economical solution is presented. The idea is to use easily available microcontroller based hardware, which is very cheap due to mass production. The cheap hardware is combined together with sophisticated software. The use of regression analysis techniques together with fuzzy logic in order to overcome the challenges in tool wear monitoring forms the basis of the developed approach. The proposed approach is tested with data from drilling tests.

    Original languageEnglish
    Title of host publication12th IFAC Symposium on Information Control Problems in Manufacturing
    PublisherElsevier
    Pages15-20
    ISBN (Print)978-3-902661-04-3
    DOIs
    Publication statusPublished - 1 Dec 2006
    MoE publication typeA4 Article in a conference publication
    Event12th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2006, and Associated Industrial Meetings: EMM'2006, BPM'2006, JT'2006 - Saint - Etienne, France
    Duration: 17 May 200619 May 2006

    Publication series

    SeriesIFAC Proceedings Volumes
    Number3
    Volume39
    ISSN1474-6670

    Conference

    Conference12th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2006, and Associated Industrial Meetings: EMM'2006, BPM'2006, JT'2006
    CountryFrance
    CitySaint - Etienne
    Period17/05/0619/05/06

    Keywords

    • Fuzzy logic
    • Microprocessor
    • Monitoring
    • Regression analysis
    • Signal analysis

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