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dc.contributor.authorLarrinaga Barrenechea, Félix
dc.contributor.authorGaritano Garitano, Iñaki
dc.contributor.authorZugasti Uriguen, Ekhi
dc.contributor.authorZurutuza Ortega, Urko
dc.contributor.otherFernandez Anakabe, Javier
dc.date.accessioned2019-02-28T16:30:10Z
dc.date.available2019-02-28T16:30:10Z
dc.date.issued2018
dc.identifier.otherhttps://katalogoa.mondragon.edu/janium-bin/janium_login_opac.pl?find&ficha_no=145624eu_ES
dc.identifier.urihttp://hdl.handle.net/20.500.11984/1174
dc.description.abstractThis 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.sponsorshipUnión Europeaeu_ES
dc.description.sponsorshipGobierno de Españaeu_ES
dc.description.sponsorshipGobierno Vascoeu_ES
dc.language.isoengeu_ES
dc.subjectIndustry 4.0.EN
dc.subjectReference ArchitectureEN
dc.subjectCondition based maintenance CBMEN
dc.subjectCyber Physical Systems CPSEN
dc.titleImplementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenanceeu_ES
dc.typeinfo:eu-repo/semantics/conferenceObjecteu_ES
dcterms.accessRightsinfo:eu-repo/semantics/openAccesseu_ES
dc.description.versioninfo:eu-repo/semantics/acceptedVersioneu_ES
local.contributor.groupAnálisis de datos y ciberseguridadeu_ES
local.contributor.groupIngeniería del software y sistemaseu_ES
local.description.peerreviewedtrueeu_ES
local.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/662189/EU/Cyber Physical System based Proactive Collaborative Maintenance/MANTISeu_ES
local.relation.projectIDGV/Ikertalde Convocatoria 2016-2021/IT886-16/CAPV/Sistemas Inteligentes para Sistemas Industrialeseu_ES


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