Eragina
Gorde erreferentzia
Izenburua
Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based MaintenanceIkerketa taldea
Análisis de datos y ciberseguridadArgitalpen data
2018Gako-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. [-]
