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implementation-reference-architecture.pdf (1.450Mb)
Erregistro osoa
Eragina
Google Scholar
Microsoft Academic
Gorde erreferentzia
Mendely
Izenburua
Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance
Egilea
Larrinaga Barrenechea, Félix
Garitano Garitano, Iñaki
Zugasti Uriguen, Ekhi
Zurutuza Ortega, Urko
Egilea (beste erakunde batekoa)
Fernandez Anakabe, Javier
Ikerketa taldea
Análisis de datos y ciberseguridad
Argitalpen data
2018
Gako-hitzak
Industry 4.0.
Reference Architecture
Condition based maintenance CBM
Cyber Physical Systems CPS
Laburpena
This paper presents the implementation of a refer-ence architecture for Cyber Physical Systems (CPS) to supportCondition Based Maintenance (CBM) of industrial assets. The article focuses on describin ... [+]
This paper presents the implementation of a refer-ence architecture for Cyber Physical Systems (CPS) to supportCondition Based Maintenance (CBM) of industrial assets. The article focuses on describing how the MANTIS ReferenceArchitecture is implemented to support predictive maintenance of clutch-brake assets fleet, and includes the data analysis techniques and algorithms implemented at platform level to facilitate predictive maintenance activities. These technologiesare (1) Root Cause Analysis powered by Attribute Oriented Induction Clustering and (2) Remaining Useful Life powered by Time Series Forecasting. The work has been conducted in a real use case within the EU project MANTIS. [-]
URI
http://hdl.handle.net/20.500.11984/1174
Dokumentu-mota
Kongresura ekarpena
Bertsioa
Postprinta – Accepted Manuscript
Sarbidea
Sarbide irekia
Bildumak
  • Kongresuak - Ingeniaritza [50]
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Nork bildua:

OpenAIREBASE

Nork balioztatua:

OpenAIRERebiun
MONDRAGON UNIBERTSITATEA | Biblioteka
Kontaktua | Iradokizunak
DSpace