A pilot for proactive maintenance in industry 4.0

L.L. Ferreira, Michele Albano, J. Silva, D. Martinho, G. Marreiros, G. Di Orio, P. Malo, H. Ferreira

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

35 Citationer (Scopus)

Abstract

The reliability and safety of industrial machines depends on their timely maintenance. The integration of Cyber Physical Systems within the maintenance process enables both continuous machine monitoring and the application of advanced techniques for predictive and proactive machine maintenance. The building blocks for this revolution – embedded sensors, efficient preprocessing capabilities, ubiquitous connection to the internet, cloud-based analysis of the data, prediction algorithms, and advanced visualization methods – are already in place, but several hurdles have to be overcome to enable their application in real scenarios, namely: the integration with existing machines and existing maintenance processes. Current research and development efforts are building pilots and prototypes to demonstrate the feasibility and the merits of advanced maintenance techniques, and this paper describes a system for the industrial maintenance of sheet metal working machinery and its evolution towards a full proactive maintenance system.
OriginalsprogEngelsk
Titel13th International Workshop on Factory Communication Systems - Proceedings, WFCS
ForlagIEEE
Publikationsdato2017
DOI
StatusUdgivet - 2017
Udgivet eksterntJa
BegivenhedInternational Workshop on Factory Communication Systems - Trondheim, Norge
Varighed: 31 maj 20172 jun. 2017
Konferencens nummer: 13

Konference

KonferenceInternational Workshop on Factory Communication Systems
Nummer13
Land/OmrådeNorge
ByTrondheim
Periode31/05/201702/06/2017

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