Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance

Larrinaga, Felix; Garitano, Iñaki; Zugasti, Ekhi; Zurutuza, Urko

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Título

Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance

Versión

Postprint

Acceso

Acceso abierto

URI

https://hdl.handle.net/20.500.11984/1174

Publicado en

International Conference on Control, Decision and Information Technologies (CoDIT) Thessaloniki. 10-13 April 2018. Pp. 773-778. Institute of Electrical and Electronics Engineers, 2018

Palabras clave

Industry 4.0.
Reference Architecture
Condition based maintenance CBM
Cyber Physical Systems CPS

Resumen

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. [-]