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Predictive Maintenance in Smart Factories Architectures, Methodologies, and Use-cases

This book presents the outcome of the European project "SERENA", involving fourteen partners as international academics, technological companies, and industrial factories, addressing the design and development of a plug-n-play end-to-end cloud architecture, and enabling predictive maintena...

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Bibliographic Details
Other Authors: Cerquitelli, Tania (Editor), Nikolakis, Nikolaos (Editor), O’Mahony, Niamh (Editor), Macii, Enrico (Editor)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2021, 2021
Edition:1st ed. 2021
Series:Information Fusion and Data Science
Subjects:
Complex Systems
Industrial Engineering
Computational Intelligence
Database Management System
System Theory
Industrial And Production Engineering
Telecommunication
Communications Engineering, Networks
Database Management
Production Engineering
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Description
Summary:This book presents the outcome of the European project "SERENA", involving fourteen partners as international academics, technological companies, and industrial factories, addressing the design and development of a plug-n-play end-to-end cloud architecture, and enabling predictive maintenance of industrial equipment to be easily exploitable by small and medium manufacturing companies with a very limited data analytics experience. Perspectives and new opportunities to address open issues on predictive maintenance conclude the book with some interesting suggestions of future research directions to continue the growth of the manufacturing intelligence
Physical Description:XIV, 234 p. 117 illus., 108 illus. in color online resource
ISBN:9789811629402

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