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A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors

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A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors

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dc.contributor.author Karvelis, Petros es_ES
dc.contributor.author Georgoulas, George es_ES
dc.contributor.author Tsoumas, Toannis P. es_ES
dc.contributor.author Antonino Daviu, José Alfonso es_ES
dc.contributor.author Climente Alarcón, Vicente es_ES
dc.contributor.author Stylios, Chrysostomos D. es_ES
dc.date.accessioned 2016-10-17T09:38:11Z
dc.date.available 2016-10-17T09:38:11Z
dc.date.issued 2015-10
dc.identifier.issn 1551-3203
dc.identifier.uri http://hdl.handle.net/10251/71905
dc.description "(c) 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, 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 components of this work in other works." es_ES
dc.description.abstract One of the most common deficiencies of currently existing induction motor fault diagnosis techniques is their lack of automatization. Many of them rely on the qualitative interpretation of the results, a fact that requires significant user expertise, and that makes their implementation in portable condition monitoring devices difficult. In this paper, we present an automated method for the detection of the number of broken bars of an induction motor. The method is based on the transient analysis of the start-up current using wavelet approximation signal that isolates a characteristic component that emerges once a rotor bar is broken. After the isolation of this component, a number of stages are applied that transform the continuous-valued signal into a discrete one. Subsequently, an intelligent icon-like approach is applied for condensing the relative information into a representation that can be easily manipulated by a nearest neighbor classifier. The approach is tested using simulation as well as experimental data, achieving high-classification accuracy. es_ES
dc.description.sponsorship This work was supported in part by the Spanish Ministerio de Economia y Competitividad (MINECO) and FEDER program in the framework of the Proyectos I+D del Subprograma de Generacion de Conocimiento, Programs Estatal de Foment de la Investigacion Cientifica y Tecnica de Excelencia (ref: DPI2014-52842-P). Paper no. TII-14-0766. en_EN
dc.language Inglés es_ES
dc.publisher Institute of Electrical and Electronics Engineers (IEEE) es_ES
dc.relation Spanish Ministerio de Economia y Competitividad (MINECO) es_ES
dc.relation FEDER program DPI2014-52842-P es_ES
dc.relation.ispartof IEEE Transactions on Industrial Informatics es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Discrete wavelet transform es_ES
dc.subject Intelligent icons es_ES
dc.subject Piecewise aggregate approximation (PAA) es_ES
dc.subject Rotor faults es_ES
dc.subject Symbolic representation es_ES
dc.subject.classification INGENIERIA ELECTRICA es_ES
dc.title A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1109/TII.2015.2463680
dc.rights.accessRights Cerrado es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Ingeniería Eléctrica - Departament d'Enginyeria Elèctrica es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto de Ingeniería Energética - Institut d'Enginyeria Energètica es_ES
dc.description.bibliographicCitation Karvelis, P.; Georgoulas, G.; Tsoumas, TP.; Antonino Daviu, JA.; Climente Alarcon, V.; Stylios, CD. (2015). A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors. IEEE Transactions on Industrial Informatics. 11(5):1028-1037. doi:10.1109/TII.2015.2463680 es_ES
dc.description.accrualMethod Senia es_ES
dc.relation.publisherversion http://dx.doi.org/10.1109/TII.2015.2463680 es_ES
dc.description.upvformatpinicio 1028 es_ES
dc.description.upvformatpfin 1037 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 11 es_ES
dc.description.issue 5 es_ES
dc.relation.senia 295315 es_ES
dc.identifier.eissn 1941-0050


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