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DC Field | Value | Language |
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dc.contributor.author | Alvarez Palomeque, Lourdes Ximena | - |
dc.contributor.author | Jadan Aviles, Diana Carolina | - |
dc.contributor.author | Cerrada Lozada, Mariela | - |
dc.contributor.author | Sánchez, René Vinicio | - |
dc.contributor.author | Macancela Poveda, Jean Carlo | - |
dc.date.accessioned | 2018-10-25T14:00:01Z | - |
dc.date.available | 2018-10-25T14:00:01Z | - |
dc.date.issued | 2018 | - |
dc.identifier.isbn | 978-153863894-1 | - |
dc.identifier.issn | 0000-0000 | - |
dc.identifier.uri | http://dspace.ucuenca.edu.ec/handle/123456789/31478 | - |
dc.identifier.uri | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85045739957&origin=inward | - |
dc.description | This paper describes a method for fault diagnosis in gearboxes using features extracted from the Poincare plot of the vibration signal. Several features describing the geometrical shape of the Poincare plot are calculated and three of these features are selected for performing the classification of 10 types of faults recorded in the gearbox vibration signal dataset. A multi-class Error-Correcting Output Code Support Vector Machine is trained for performing the classification of faults. The cross-validation performed show that the highest accuracy attained is 95.3% when signals recorded using the load L1 are considered. | - |
dc.description.abstract | This paper describes a method for fault diagnosis in gearboxes using features extracted from the Poincare plot of the vibration signal. Several features describing the geometrical shape of the Poincare plot are calculated and three of these features are selected for performing the classification of 10 types of faults recorded in the gearbox vibration signal dataset. A multi-class Error-Correcting Output Code Support Vector Machine is trained for performing the classification of faults. The cross-validation performed show that the highest accuracy attained is 95.3% when signals recorded using the load L1 are considered. | - |
dc.language.iso | es_ES | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.source | 2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017 | - |
dc.subject | Gearbox Faults Classification | - |
dc.subject | Multi-Class Support Vector Machines | - |
dc.subject | Poincare Plots | - |
dc.subject | Rotatory Machines | - |
dc.title | Poincaré plot features from vibration signal for gearbox fault diagnosis | - |
dc.type | ARTÍCULO DE CONFERENCIA | - |
dc.description.city | Salinas | - |
dc.ucuenca.idautor | 0103184362 | - |
dc.ucuenca.idautor | 0104236971 | - |
dc.ucuenca.idautor | 051623450 | - |
dc.ucuenca.idautor | 0000-0003-0395-9228 | - |
dc.ucuenca.idautor | 0105083638 | - |
dc.identifier.doi | 10.1109/ETCM.2017.8247500 | - |
dc.ucuenca.embargoend | 2050-12-28 | - |
dc.ucuenca.version | Versión publicada | - |
dc.ucuenca.embargointerno | 2050-12-28 | - |
dc.ucuenca.areaconocimientounescoamplio | 06 - INFORMACION Y COMUNICACION (TIC) | - |
dc.ucuenca.afiliacion | Alvarez, L., Universidad de Cuenca, Facultad de Ciencias Químicas, Cuenca, Ecuador | - |
dc.ucuenca.afiliacion | Jadan, D., Universidad de Cuenca, Facultad de Ciencias Químicas, Cuenca, Ecuador | - |
dc.ucuenca.afiliacion | Cerrada, M., Universidad Politecnica Salesiana, Cuenca, Ecuador | - |
dc.ucuenca.afiliacion | Sánchez, R., Universidad Politecnica Salesiana, Cuenca, Ecuador | - |
dc.ucuenca.afiliacion | Macancela, J., Universidad Politecnica Salesiana, Cuenca, Ecuador | - |
dc.ucuenca.volumen | volumen 2017-January | - |
dc.ucuenca.indicebibliografico | SCOPUS | - |
dc.ucuenca.factorimpacto | null | - |
dc.ucuenca.numerocitaciones | 0 | - |
dc.ucuenca.areaconocimientofrascatiamplio | 2. INGENIERIA Y TECNOLOGIA | - |
dc.ucuenca.pais | ECUADOR | - |
dc.ucuenca.conferencia | 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM) | - |
dc.ucuenca.areaconocimientofrascatiespecifico | 2.2 INGENIERIAS ELECTRICA, ELECTRONICA E INFORMACION | - |
dc.ucuenca.areaconocimientofrascatidetallado | 2.2.1 INGENIERIA ELECTRICA Y ELECTRONICA | - |
dc.ucuenca.areaconocimientounescoespecifico | 061 - INFORMACION Y COMUNICACION (TIC) | - |
dc.ucuenca.areaconocimientounescodetallado | 0613 - SOFTWARE Y DESARROLLO Y ANALISIS DE APLICATIVOS | - |
dc.ucuenca.fechainicioconferencia | 2017-10-16 | - |
dc.ucuenca.fechafinconferencia | 2017-10-20 | - |
dc.ucuenca.organizadorconferencia | Carlos Monsalve | - |
dc.ucuenca.comiteorganizadorconferencia | Carlos Monsalve, Francisco Novillo, Omar Aguirre | - |
dc.ucuenca.urifuente | https://ieeexplore.ieee.org/Xplore/home.jsp | - |
Appears in Collections: | Artículos |
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documento.pdf Until 2050-12-28 | document | 142.84 kB | Adobe PDF | View/Open Request a copy |
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