Advanced sensor-based maintenance in real-world exemplary cases

Michele Albano (Corresponding Author), Luis Lino Ferreira, Giovanni Di Orio, Pedro Maló, Godfried Webers, Erkki Jantunen, Iosu Gabilondo, Mikel Viguera, Gregor Papa

    Research output: Contribution to journalArticleScientificpeer-review

    6 Citations (Scopus)
    60 Downloads (Pure)


    Collecting complex information on the status of machinery is the enabler for advanced maintenance activities, and one of the main players in this process is the sensor. This paper describes modern maintenance strategies that lead to Condition-Based Maintenance. This paper discusses the sensors that can be used to support maintenance, as of different categories, spanning from common off-the-shelf sensors, to specialized sensors monitoring very specific characteristics, and to virtual sensors. This paper also presents four different real-world examples of project pilots that make use of the described sensors and draws a comparison between them. In particular, each scenario has unique characteristics requiring different families of sensors, but on the other hand provides similar characteristics on other aspects.
    Original languageEnglish
    Pages (from-to)537-553
    Issue number4
    Publication statusPublished - 2020
    MoE publication typeA1 Journal article-refereed


    • Condition-based maintenance
    • demonstrators
    • pilots
    • predictive maintenance
    • use cases
    • virtual sensors


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