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Diagnosis of induction motor faults via gabor analysis of the current in transient regime

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Diagnosis of induction motor faults via gabor analysis of the current in transient regime

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dc.contributor.author Riera-Guasp, Martín es_ES
dc.contributor.author Pineda-Sanchez, Manuel es_ES
dc.contributor.author Pérez-Cruz, Juan es_ES
dc.contributor.author Puche-Panadero, Rubén es_ES
dc.contributor.author Roger-Folch, José es_ES
dc.contributor.author Antonino-Daviu, J. es_ES
dc.date.accessioned 2018-02-06T08:22:19Z
dc.date.available 2018-02-06T08:22:19Z
dc.date.issued 2012 es_ES
dc.identifier.issn 0018-9456 es_ES
dc.identifier.uri http://hdl.handle.net/10251/96983
dc.description © 2011 IEEE. Personal use of this material is permitted. Permissíon from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertisíng or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
dc.description.abstract [EN] Time-frequency analysis of the transient current in induction motors (IMs) is the basis of the transient motor current signature analysis diagnosis method. IM faults can be accurately identified by detecting the characteristic pattern that each type of fault produces in the time-frequency plane during a speed transient. Diverse transforms have been proposed to generate a 2-D time-frequency representation of the current, such as the short time Fourier transform (FT), the wavelet transform, or the Wigner-Ville distribution. However, a fine tuning of their parameters is needed in order to obtain a high-resolution image of the fault in the time-frequency domain, and they also require a much higher processing effort than traditional diagnosis techniques, such as the FT. The new method proposed in this paper addresses both problems using the Gabor analysis of the current via the chirp z-transform, which can be easily adapted to generate high-resolution time-frequency stamps of different types of faults. In this paper, it is used to diagnose broken bars and mixed eccentricity faults of an IM using the current during a startup transient. This new approach is theoretically introduced and experimentally validated with a 1.1-kW commercial motor in faulty and healthy conditions. © 2012 IEEE. es_ES
dc.description.sponsorship This work was supported by the Spanish Ministerio de Ciencia e Innovacion (MICINN) in the framework of the VI Plan Nacional de Investigacion Cientifica, Desarrollo e Innovacion Tecnologica 2008-2011. (Programa Nacional de proyectos de Investigacion Fundamental, project reference DPI2011-23740). The Associate Editor coordinating the review process for this paper was Dr. Subhas Mukhopadhyay. en_EN
dc.language Inglés es_ES
dc.publisher IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC es_ES
dc.relation.ispartof IEEE Transactions on Instrumentation and Measurement es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Fault diagnosis es_ES
dc.subject Fourier transforms (FTs) es_ES
dc.subject Induction motors (IMs) es_ES
dc.subject Broken bar es_ES
dc.subject Chirp z-transform es_ES
dc.subject Gabor analysis es_ES
dc.subject High resolution image es_ES
dc.subject Mixed eccentricity es_ES
dc.subject Motor current signature analysis es_ES
dc.subject Short time Fourier transforms es_ES
dc.subject Time frequency analysis es_ES
dc.subject Transient regime es_ES
dc.subject.classification INGENIERIA ELECTRICA es_ES
dc.title Diagnosis of induction motor faults via gabor analysis of the current in transient regime es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1109/TIM.2012.2186650 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MICINN//DPI2011-23740/ES/DESARROLLO DE TECNICAS DE DIAGNOSTICO DE AVERIAS INCIPIENTES EN AEROGENERADORES, MEDIANTE EL ANALISIS TIEMPO-FRECUENCIA DE MAGNITUDES ELECTRICAS/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Ingeniería Eléctrica - Departament d'Enginyeria Elèctrica es_ES
dc.description.bibliographicCitation Riera-Guasp, M.; Pineda-Sanchez, M.; Pérez-Cruz, J.; Puche-Panadero, R.; Roger-Folch, J.; Antonino-Daviu, J. (2012). Diagnosis of induction motor faults via gabor analysis of the current in transient regime. IEEE Transactions on Instrumentation and Measurement. 61(6):1583-1596. https://doi.org/10.1109/TIM.2012.2186650 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http:doi.org/10.1109/TIM.2012.2186650 es_ES
dc.description.upvformatpinicio 1583 es_ES
dc.description.upvformatpfin 1596 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 61 es_ES
dc.description.issue 6 es_ES
dc.relation.pasarela S\223131 es_ES
dc.contributor.funder Ministerio de Ciencia e Innovación es_ES


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