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The MANTIS Book

Cyber Physical System Based Proactive Collaborative Maintenance

Hardback
February 2019
9788793609853
More details
  • Publisher
    River Publishers
  • Published
    22nd February 2019
  • ISBN 9788793609853
  • Language English
  • Pages 520 pp.
  • Size 6.125" x 9.2"
$110.00
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February 2019
9788793609846
More details
  • Publisher
    River Publishers
  • Published
    6th February 2019
  • ISBN 9788793609846
  • Language English
  • Pages 520 pp.
$110.00

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 highlights 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 nº 662189. The ambition has been to support the creation of a maintenance-oriented reference architecture that supports 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.

Foreword
Preface
Contributors
1. Introduction
2. Business Drivers of a collaborative, proactive maintenance solution
3. The MANTIS reference architecture
4. Monitoring of critical assets
5. Providing proactiveness: data analysis techniques portfolios
6 From KPI dashboards to advanced visualization
7. MANTIS architecture Implementations
8. Business models: proactive monitoring and maintenance
9. Future developments

Michele Albano

Michele Albano is at Polytechnic Institute of Porto, Portugal.

Erkki Jantunen

Erkki Jantunen is with VTT Technical Research Centre of Finland Ltd., Finland.

Gregor Papa

Gregor Papa is at Jožef Stefan Institute, Slovenia.

Urko Zurutuza

Urko Zurutuza is at Mondragon Unibertsitatea, Spain.