Maintenance 4.0 world of integrated information

Erkki Jantunen (Corresponding author), Giovanni Di Orio, Csaba Hegedűs, Pal Varga, István Moldován, Felix Larrinaga, Martin Becker, Michele Albano, Pedro Maló

    Research output: Chapter in Book/Report/Conference proceedingChapter or book articleScientificpeer-review

    Abstract

    The condition-based maintenance (CBM) strategy has got new, powerful toolset recently: the concepts of the Internet of Things (IoT) and Cyber-Physical Systems (CPS). These can provide flexible but powerful data collection and analysis methods for proactive and predictive maintenance. In the landscape of new digitalization and interconnection of products, services, processes, enterprises and people, IoT/CPS-based platforms are increasing in their size and target applications in a steady manner. Beside the fundamental research challenges regarding the reference architecture, interoperability, performance, quality and deployment issues, the challenges regarding system maintenance are also burning. There are various issues that are specific to the maintenance domain: interoperability and data flow management, data representation models, and data processing models and tools. The paper describes a maintenance reference architecture and platform, which aims to tackle all these challenges. The architecture suggested by the MANTIS project covers edge and cloud level interoperability, data flow management and data processing issues. Furthermore, it provides domain-specific methods for root cause analysis, failure prediction and models for predicting remaining useful life. The architecture is strengthened by the concept of MIMOSA, a data model definition that allows data representation models that are easy to fit into relational object and information management models required by CBM. The MANTIS platform utilizes the Arrowhead framework for tackling interoperability and integrability issues.

    Original languageEnglish
    Title of host publicationEnterprise Interoperability VIII
    Subtitle of host publicationProceedings of the I-ESA Conferences
    EditorsK. Popplewell, KD Thoben, T. Knothe, R. Poler
    PublisherSpringer
    Pages67-78
    Number of pages12
    Volume9
    ISBN (Electronic)978-3-030-13693-2
    ISBN (Print)978-3-030-13692-5
    DOIs
    Publication statusPublished - 26 Apr 2019
    MoE publication typeA3 Part of a book or another research book
    EventInteroperability for Enterprise Systems and Applications, I-ESA'18 - Franhofer IPK, Berlin, Germany
    Duration: 22 Mar 201823 Mar 2018
    http://iesa2018.ipk.fraunhofer.de/4941/

    Publication series

    SeriesProceedings of the I-ESA Conferences
    Volume9
    ISSN2199-2533

    Conference

    ConferenceInteroperability for Enterprise Systems and Applications, I-ESA'18
    Abbreviated titleI-ESA 2018
    CountryGermany
    CityBerlin
    Period22/03/1823/03/18
    Internet address

    Fingerprint

    Interoperability
    Information management
    Failure analysis
    Data structures
    Industry
    Cyber Physical System
    Internet of things

    Keywords

    • Condition-based maintenance (CBM)
    • Cyber-Physical Systems (CPS)
    • Internet of Things (IoT)

    Cite this

    Jantunen, E., Di Orio, G., Hegedűs, C., Varga, P., Moldován, I., Larrinaga, F., ... Maló, P. (2019). Maintenance 4.0 world of integrated information. In K. Popplewell, KD. Thoben, T. Knothe, & R. Poler (Eds.), Enterprise Interoperability VIII: Proceedings of the I-ESA Conferences (Vol. 9, pp. 67-78). Springer. Proceedings of the I-ESA Conferences, Vol.. 9 https://doi.org/10.1007/978-3-030-13693-2_6
    Jantunen, Erkki ; Di Orio, Giovanni ; Hegedűs, Csaba ; Varga, Pal ; Moldován, István ; Larrinaga, Felix ; Becker, Martin ; Albano, Michele ; Maló, Pedro. / Maintenance 4.0 world of integrated information. Enterprise Interoperability VIII: Proceedings of the I-ESA Conferences. editor / K. Popplewell ; KD Thoben ; T. Knothe ; R. Poler. Vol. 9 Springer, 2019. pp. 67-78 (Proceedings of the I-ESA Conferences, Vol. 9).
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    abstract = "The condition-based maintenance (CBM) strategy has got new, powerful toolset recently: the concepts of the Internet of Things (IoT) and Cyber-Physical Systems (CPS). These can provide flexible but powerful data collection and analysis methods for proactive and predictive maintenance. In the landscape of new digitalization and interconnection of products, services, processes, enterprises and people, IoT/CPS-based platforms are increasing in their size and target applications in a steady manner. Beside the fundamental research challenges regarding the reference architecture, interoperability, performance, quality and deployment issues, the challenges regarding system maintenance are also burning. There are various issues that are specific to the maintenance domain: interoperability and data flow management, data representation models, and data processing models and tools. The paper describes a maintenance reference architecture and platform, which aims to tackle all these challenges. The architecture suggested by the MANTIS project covers edge and cloud level interoperability, data flow management and data processing issues. Furthermore, it provides domain-specific methods for root cause analysis, failure prediction and models for predicting remaining useful life. The architecture is strengthened by the concept of MIMOSA, a data model definition that allows data representation models that are easy to fit into relational object and information management models required by CBM. The MANTIS platform utilizes the Arrowhead framework for tackling interoperability and integrability issues.",
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    Jantunen, E, Di Orio, G, Hegedűs, C, Varga, P, Moldován, I, Larrinaga, F, Becker, M, Albano, M & Maló, P 2019, Maintenance 4.0 world of integrated information. in K Popplewell, KD Thoben, T Knothe & R Poler (eds), Enterprise Interoperability VIII: Proceedings of the I-ESA Conferences. vol. 9, Springer, Proceedings of the I-ESA Conferences, vol. 9, pp. 67-78, Interoperability for Enterprise Systems and Applications, I-ESA'18, Berlin, Germany, 22/03/18. https://doi.org/10.1007/978-3-030-13693-2_6

    Maintenance 4.0 world of integrated information. / Jantunen, Erkki (Corresponding author); Di Orio, Giovanni; Hegedűs, Csaba; Varga, Pal; Moldován, István; Larrinaga, Felix; Becker, Martin; Albano, Michele; Maló, Pedro.

    Enterprise Interoperability VIII: Proceedings of the I-ESA Conferences. ed. / K. Popplewell; KD Thoben; T. Knothe; R. Poler. Vol. 9 Springer, 2019. p. 67-78 (Proceedings of the I-ESA Conferences, Vol. 9).

    Research output: Chapter in Book/Report/Conference proceedingChapter or book articleScientificpeer-review

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    AU - Jantunen, Erkki

    AU - Di Orio, Giovanni

    AU - Hegedűs, Csaba

    AU - Varga, Pal

    AU - Moldován, István

    AU - Larrinaga, Felix

    AU - Becker, Martin

    AU - Albano, Michele

    AU - Maló, Pedro

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    KW - Cyber-Physical Systems (CPS)

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    Jantunen E, Di Orio G, Hegedűs C, Varga P, Moldován I, Larrinaga F et al. Maintenance 4.0 world of integrated information. In Popplewell K, Thoben KD, Knothe T, Poler R, editors, Enterprise Interoperability VIII: Proceedings of the I-ESA Conferences. Vol. 9. Springer. 2019. p. 67-78. (Proceedings of the I-ESA Conferences, Vol. 9). https://doi.org/10.1007/978-3-030-13693-2_6