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Title
Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance
Author
Larrinaga, Felix ccMondragon Unibertsitatea
Garitano, Iñaki ccMondragon Unibertsitatea
Zugasti, Ekhi ccMondragon Unibertsitatea
Zurutuza, Urko ccMondragon Unibertsitatea
Author (from another institution)
Fernandez Anakabe, Javier
Research Group
Análisis de datos y ciberseguridad
Ingeniería del software y sistemas
Published Date
2018
Keywords
Industry 4.0.
Reference Architecture
Condition based maintenance CBM
Cyber Physical Systems CPS
Abstract
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
Document type
Conference paper
Version
Postprint – Accepted Manuscript
Access
Open Access
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  • Conferences - Engineering [101]

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