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Predictive Maintenance in Smart Factories
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Architectures, Methodologies, and Use-cases
eBook
Sofort lieferbar | Lieferzeit: Sofort lieferbar
Artikel-Nr:
9789811629402
Veröffentl:
2021
Einband:
eBook
Seiten:
234
Autor:
Tania Cerquitelli
Serie:
Information Fusion and Data Science
eBook Typ:
PDF
eBook Format:
Reflowable eBook
Kopierschutz:
Digital Watermark [Social-DRM]
Sprache:
Englisch
Beschreibung:
This book presents the outcome of the European project "e;SERENA"e;, 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.
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.
1. Industrial digitisation and maintenance: Present and Future.- 2. A hybrid cloud-to-edge predictive maintenance platform.- 3. Data-driven predictive maintenance: a methodology primer.- 4. Services to facilitate predictive maintenance in Industry4.0.- 5. Predictive analytics in robotic industry.