The MANTIS Book

Cyber Physical System Based Proactive Collaborative Maintenance

Michele Albano, Urko Zurutuza, Gregor Papa, PhD (Jozef Stefan Institute, Slovenia) , Urko Zurutuza (Mondragon Unibertsitatea, Spain)

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English

River Publishers
31 May 2018

Engineering: general; Other manufacturing technologies; Environmental science, engineering & technology; Databases; Computer science

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 nº 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.

Edited by: Michele Albano, Urko Zurutuza, Gregor Papa, PhD (Jozef Stefan Institute, Slovenia), Urko Zurutuza (Mondragon Unibertsitatea, Spain)
Imprint: River Publishers
Country of Publication: Denmark
Dimensions: Height: 234mm, Width: 156mm,
Weight: 1.065kg
ISBN: 9788793609853
ISBN 10: 879360985X
Pages: 624
Publication Date: 31 May 2018
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

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, Polytechnic Institute of Porto, Portugal. Erkki Jantunen, VTT Technical Research Centre of Finland Ltd., Finland. Gregor Papa, Jožef Stefan Institute, Slovenia. Urko Zurutuza, Mondragon Unibertsitatea, Spain.