| dc.contributor.author | Larrinaga, Felix | |
| dc.contributor.author | Garitano, Iñaki | |
| dc.contributor.author | Zugasti, Ekhi | |
| dc.contributor.author | Zurutuza, Urko | |
| dc.contributor.other | Fernandez Anakabe, Javier | |
| dc.date.accessioned | 2019-02-28T16:30:10Z | |
| dc.date.available | 2019-02-28T16:30:10Z | |
| dc.date.issued | 2018 | |
| dc.identifier.other | https://katalogoa.mondragon.edu/janium-bin/janium_login_opac.pl?find&ficha_no=145624 | eu_ES |
| dc.identifier.uri | https://hdl.handle.net/20.500.11984/1174 | |
| dc.description.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 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. | eu_ES |
| dc.description.sponsorship | Unión Europea | eu_ES |
| dc.description.sponsorship | Gobierno de España | eu_ES |
| dc.description.sponsorship | Gobierno Vasco | eu_ES |
| dc.language.iso | eng | eu_ES |
| dc.subject | Industry 4.0. | EN |
| dc.subject | Reference Architecture | EN |
| dc.subject | Condition based maintenance CBM | EN |
| dc.subject | Cyber Physical Systems CPS | EN |
| dc.title | Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance | eu_ES |
| dcterms.accessRights | http://purl.org/coar/access_right/c_abf2 | eu_ES |
| dcterms.source | International Conference on Control, Decision and Information Technologies (CoDIT) | en |
| local.contributor.group | Análisis de datos y ciberseguridad | eu_ES |
| local.contributor.group | Ingeniería del software y sistemas | eu_ES |
| local.description.peerreviewed | true | eu_ES |
| local.relation.projectID | info:eu-repo/grantAgreement/EC/H2020/662189/EU/Cyber Physical System based Proactive Collaborative Maintenance/MANTIS | eu_ES |
| local.relation.projectID | GV/Ikertalde Convocatoria 2016-2021/IT886-16/CAPV/Sistemas Inteligentes para Sistemas Industriales | eu_ES |
| local.source.details | Thessaloniki. 10-13 April 2018. Pp. 773-778. Institute of Electrical and Electronics Engineers, 2018 | en |
| oaire.format.mimetype | application/pdf | |
| oaire.file | $DSPACE\assetstore | |
| oaire.resourceType | http://purl.org/coar/resource_type/c_c94f | eu_ES |
| oaire.version | http://purl.org/coar/version/c_ab4af688f83e57aa | eu_ES |
