The MANTIS book: Cyber physical system based proactive collaborative maintenance

Matti Kaija, Antti Niemelä, Juha Valtonen, Ville Rauhala, Veli-Pekka Salo, Erkki Jantunen

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

    Abstract

    In recent years, a considerable amount of effort has been devoted, both in industry and academia, to improving maintenance. Time is a critical factor in maintenance, and efforts are placed to monitor, analyze, and visualize machine or asset data in order to anticipate to any possible failure, prevent damage, and save costs. The MANTIS Book aims to highlight the underpinning fundamentals of Condition-Based Maintenance related conceptual ideas, an overall idea of preventive maintenance, the economic impact and technical solution. The core content of this book describes the outcome of the Cyber-Physical System based Proactive Collaborative Maintenance project, also known as MANTIS, and funded by EU ECSEL Joint Undertaking under Grant Agreement n� 662189. The ambition has been to support the creation of a maintenance-oriented reference architecture that support the maintenance data lifecycle, to enable the use of novel kinds of maintenance strategies for industrial machinery. The key enabler has been the fine blend of collecting data through Cyber-Physical Systems, and the usage of machine learning techniques and advanced visualization for the enhanced monitoring of the machines. Topics discussed include, in the context of maintenance: Cyber-Physical Systems, Communication Middleware, Machine Learning, Advanced Visualization, Business Models, Future Trends. An important focus of the book is the application of the techniques in real world context, and in fact all the work is driven by the pilots, all of them centered on real machines and factories. This book is suitable for industrial and maintenance managers that want to implement a new strategy for maintenance in their companies. It should give readers a basic idea on the first steps to implementing a maintenance-oriented platform or information system.

    Original languageEnglish
    Title of host publicationThe MANTIS Book, Cyber Physical System Based Proactive Collaborative Maintenance
    EditorsMichele Albano, Erkki Jantunen, Gregor Papa, Urko Zurutuza
    PublisherRiver Publishers
    Chapter7.8
    Pages447-459
    Number of pages624
    ISBN (Electronic)978-87-93609-84-6
    ISBN (Print)978-87-93609-85-3
    DOIs
    Publication statusPublished - 31 Aug 2018
    MoE publication typeA3 Part of a book or another research book

    Fingerprint

    Learning systems
    Cyber Physical System
    Visualization
    Industry
    Preventive maintenance
    Middleware
    Machinery
    Industrial plants
    Information systems
    Managers
    Economics
    Monitoring
    Communication
    Costs

    Cite this

    Kaija, M., Niemelä, A., Valtonen, J., Rauhala, V., Salo, V-P., & Jantunen, E. (2018). The MANTIS book: Cyber physical system based proactive collaborative maintenance. In M. Albano, E. Jantunen, G. Papa, & U. Zurutuza (Eds.), The MANTIS Book, Cyber Physical System Based Proactive Collaborative Maintenance (pp. 447-459). River Publishers. https://doi.org/10.13052/rp-9788793609846
    Kaija, Matti ; Niemelä, Antti ; Valtonen, Juha ; Rauhala, Ville ; Salo, Veli-Pekka ; Jantunen, Erkki. / The MANTIS book : Cyber physical system based proactive collaborative maintenance. The MANTIS Book, Cyber Physical System Based Proactive Collaborative Maintenance. editor / Michele Albano ; Erkki Jantunen ; Gregor Papa ; Urko Zurutuza. River Publishers, 2018. pp. 447-459
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    Kaija, M, Niemelä, A, Valtonen, J, Rauhala, V, Salo, V-P & Jantunen, E 2018, The MANTIS book: Cyber physical system based proactive collaborative maintenance. in M Albano, E Jantunen, G Papa & U Zurutuza (eds), The MANTIS Book, Cyber Physical System Based Proactive Collaborative Maintenance. River Publishers, pp. 447-459. https://doi.org/10.13052/rp-9788793609846

    The MANTIS book : Cyber physical system based proactive collaborative maintenance. / Kaija, Matti; Niemelä, Antti; Valtonen, Juha; Rauhala, Ville; Salo, Veli-Pekka; Jantunen, Erkki.

    The MANTIS Book, Cyber Physical System Based Proactive Collaborative Maintenance. ed. / Michele Albano; Erkki Jantunen; Gregor Papa; Urko Zurutuza. River Publishers, 2018. p. 447-459.

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

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    Kaija M, Niemelä A, Valtonen J, Rauhala V, Salo V-P, Jantunen E. The MANTIS book: Cyber physical system based proactive collaborative maintenance. In Albano M, Jantunen E, Papa G, Zurutuza U, editors, The MANTIS Book, Cyber Physical System Based Proactive Collaborative Maintenance. River Publishers. 2018. p. 447-459 https://doi.org/10.13052/rp-9788793609846