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A critical comparison between DWT and Hilbert-Huang-based methods for the diagnosis of rotor bar failures in induction machines

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A critical comparison between DWT and Hilbert-Huang-based methods for the diagnosis of rotor bar failures in induction machines

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dc.contributor.author Antonino-Daviu, J. es_ES
dc.contributor.author Riera-Guasp, Martín es_ES
dc.contributor.author Pineda-Sanchez, Manuel es_ES
dc.contributor.author Pérez, Rafael B. es_ES
dc.date.accessioned 2018-03-16T05:30:58Z
dc.date.available 2018-03-16T05:30:58Z
dc.date.issued 2009 es_ES
dc.identifier.issn 0093-9994 es_ES
dc.identifier.uri http://hdl.handle.net/10251/99458
dc.description (c) 2012 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising 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] In this paper, a cutting-edge time-frequency decomposition tool, i.e., the Hilbert-Huang transform (HHT), is applied to the stator startup current to diagnose the presence of rotor asymmetries in induction machines. The objective is to extract the evolution during the startup transient of the left sideband harmonic (LSH) caused by the asymmetry, which constitutes a reliable evidence of the presence of the fault. The validity of the diagnosis methodology is assessed through several tests developed using real experimental signals. Moreover, in this paper, an analytical comparison with an alternative time-frequency decomposition tool, i.e., the discrete wavelet transform (DWT), is carried out. This tool was applied in previous works to the transient extraction of fault-related components, with satisfactory results, even in cases in which the classical Fourier approach does not lead to correct results. The results of the application of the HHT and DWT are analyzed and compared, obtaining novel conclusions about their respective suitability for the transient extraction of asymmetry-related components, as well as the equivalence, with regard to the LSH extraction, between their basic components, namely: 1) intrinsic mode function, for the HHT, and 2) approximation signal for the DWT. es_ES
dc.description.sponsorship This work was supported in part by the Spanish “Ministerio de Educación y Ciencia,” in the framework of the “Programa Nacional de proyectos de Investigación Fundamental,” project reference DPI2008-06583/DPI and in part by “Vicerrectorado de Investigación, Desarrollo e Innovación of the Universidad Politécnica de Valencia” through the Programa de Apoyo a la Investigación y Desarrollo under Contract PAID-06-07.
dc.language Inglés es_ES
dc.publisher Institute of Electrical and Electronics Engineers es_ES
dc.relation MECD/DPI2008-06583 es_ES
dc.relation UPV-VIDI/PAID-06-07-3180 es_ES
dc.relation.ispartof IEEE Transactions on Industry Applications es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Fault diagnosis es_ES
dc.subject Hilbert-Huang transform (HHT) es_ES
dc.subject Rotor asymmetries es_ES
dc.subject Startup transient es_ES
dc.subject Wavelet analysis es_ES
dc.subject.classification INGENIERIA ELECTRICA es_ES
dc.title A critical comparison between DWT and Hilbert-Huang-based methods for the diagnosis of rotor bar failures in induction machines es_ES
dc.type Artículo es_ES
dc.type Comunicación en congreso es_ES
dc.identifier.doi 10.1109/TIA.2009.2027558 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/224233/EU 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 Antonino-Daviu, J.; Riera-Guasp, M.; Pineda-Sanchez, M.; Pérez, RB. (2009). A critical comparison between DWT and Hilbert-Huang-based methods for the diagnosis of rotor bar failures in induction machines. IEEE Transactions on Industry Applications. 45(5):1794-1803. doi:10.1109/TIA.2009.2027558 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename 42nd IEEE Industry Applications Society Annual Meeting (IAS 2007) es_ES
dc.relation.conferencedate September 23-27, 2007 es_ES
dc.relation.conferenceplace New Orleans, Estados Unidos es_ES
dc.relation.publisherversion http://doi.org/10.1109/TIA.2009.2027558 es_ES
dc.description.upvformatpinicio 1794 es_ES
dc.description.upvformatpfin 1803 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 45 es_ES
dc.description.issue 5 es_ES
dc.relation.pasarela S\36342 es_ES
dc.contributor.funder Ministerio de Educación es_ES
dc.contributor.funder European Commission es_ES
dc.contributor.funder Universitat Politècnica de València es_ES


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