Service-based condition monitoring for cloud-enabled maintenance operations

David Hästbacka, Erkki Jantunen, Mika Karaila, Laurentiu Barna

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

    10 Citations (Scopus)


    Condition based maintenance is regarded as a maintenance strategy that through measured component wear balances availability and accurate operation with necessary maintenance operations. In industrial settings there can be hundreds or thousands of objects to monitor, and systems that are distributed into different networks are seldom compatible. This paper proposes a condition monitoring system based on standardized services operating as parts of a service framework. The solution builds on dynamic service composition as well as standard information models for measurement related data, and supports functionality from sensors to cloud applications. The approach has been applied to industrial processing in mining and it can be claimed to improve interoperability as well as reduce engineering effort when composing functionality supporting maintenance operations.
    Original languageEnglish
    Title of host publicationIECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society
    Number of pages7
    ISBN (Electronic)978-1-5090-3474-1
    Publication statusPublished - 22 Dec 2016
    Publication typeA4 Article in conference proceedings
    EventAnnual Conference of the IEEE Industrial Electronics Society -
    Duration: 1 Jan 1900 → …

    Publication series

    ISSN (Print)1553-572X


    ConferenceAnnual Conference of the IEEE Industrial Electronics Society
    Period1/01/00 → …


    • Condition monitoring
    • Data models
    • Machinery
    • Monitoring
    • Production
    • Sensors

    Publication forum classification

    • Publication forum level 1


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