Very Accurate Time-Frequency Representation of Induction Motors Harmonics for Fault Diagnosis Under Load Variations
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| dc.contributor.author | Bonet-Jara, Jorge
|
es_ES |
| dc.contributor.author | Fernández-Cavero, Vanessa
|
es_ES |
| dc.contributor.author | Vedreño Santos, Francisco Jose
|
es_ES |
| dc.contributor.author | Morinigo-Sotelo, Daniel
|
es_ES |
| dc.contributor.author | Pons Llinares, Joan
|
es_ES |
| dc.date.accessioned | 2025-02-27T19:02:55Z | |
| dc.date.available | 2025-02-27T19:02:55Z | |
| dc.date.issued | 2024-06 | es_ES |
| dc.identifier.issn | 0093-9994 | es_ES |
| dc.identifier.uri | http://hdl.handle.net/10251/214917 | |
| dc.description.abstract | [EN] Induction motors work under steady-state in many applications. Nevertheless, in some cases they experience periodic load fluctuations, which generate constant frequency harmonics close to variable frequency bar breakage harmonics. In these cases, time-frequency (t-f) transforms are better suited than steady-state analysis since the fault harmonic frequencies change in time. Even if the healthy and faulty frequencies do not overlap in the spectrum, if the speed is unknown, it is difficult to distinguish the constant frequency healthy harmonic from the variable frequency bar breakage harmonic. On the other hand, transient techniques present in technical literature are not precise enough to deal with both the changing frequency of the bar breakage harmonic and a close constant frequency (as the one generated by most of the periodic load fluctuations). To achieve reliable results under these challenging situations, a very precise time-frequency transform must be used, enabling to simultaneously draw the constant and variable frequencies, even if they are very close in the t-f plane. The Dragon-Transform is here proposed to address the problem. It is shown through simulation and experimental results, how it enables to very accurately plot up to five faulty harmonics evolutions, distinguishing at the same time the constant frequency of the load oscillation, traced as a very thin horizontal line. Precision is so high that even the oscillations caused by ripple effect can be observed for the first time in technical literature, enhancing the reliability of the diagnosis performed, and opening the path for a true solution of the problem. | es_ES |
| dc.description.sponsorship | This work was supported in part by the CRUE-Universitat Politècnica de València and in part by the Spanish Ministry of Science, Innovation and Universities under Grant FPU19/02698. | es_ES |
| dc.language | Inglés | es_ES |
| dc.publisher | Institute of Electrical and Electronics Engineers | es_ES |
| dc.relation.ispartof | IEEE Transactions on Industry Applications | es_ES |
| dc.rights | Reconocimiento (by) | es_ES |
| dc.subject | Induction motors | es_ES |
| dc.subject | Load oscillations | es_ES |
| dc.subject | Signal analysis | es_ES |
| dc.subject | Time-frequency transforms | es_ES |
| dc.subject | Fault diagnosis | es_ES |
| dc.subject.classification | INGENIERIA ELECTRICA | es_ES |
| dc.title | Very Accurate Time-Frequency Representation of Induction Motors Harmonics for Fault Diagnosis Under Load Variations | es_ES |
| dc.type | Artículo | es_ES |
| dc.identifier.doi | 10.1109/TIA.2024.3371393 | es_ES |
| dc.relation.projectID | info:eu-repo/grantAgreement/ //FPU19%2F02698//AYUDA PREDOCTORAL FPU-BONET JARA. PROYECTO: ALGORITMO DE ESTIMACIÓN AUTOMÁTICA DE LA VELOCIDAD PARA EL DIAGNÓSTICO Y DETERMINACIÓN DE LA EFICIENCIA DE MOTORES DE INDUCCIÓN./ | 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 | Bonet-Jara, J.; Fernández-Cavero, V.; Vedreño Santos, FJ.; Morinigo-Sotelo, D.; Pons Llinares, J. (2024). Very Accurate Time-Frequency Representation of Induction Motors Harmonics for Fault Diagnosis Under Load Variations. IEEE Transactions on Industry Applications. 60(3):3903-3911. https://doi.org/10.1109/TIA.2024.3371393 | es_ES |
| dc.description.accrualMethod | S | es_ES |
| dc.relation.publisherversion | https://doi.org/10.1109/TIA.2024.3371393 | es_ES |
| dc.description.upvformatpinicio | 3903 | es_ES |
| dc.description.upvformatpfin | 3911 | es_ES |
| dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
| dc.description.volume | 60 | es_ES |
| dc.description.issue | 3 | es_ES |
| dc.relation.pasarela | S\510634 | es_ES |
| dc.contributor.funder | Universitat Politècnica de València | es_ES |
| dc.contributor.funder | MINISTERIO DE UNIVERSIDADES E INVESTIGACION | es_ES |
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