Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter

Autores
Mazzoletti, Manuel Armando; Gentile, Francisco R.; Donolo, Pablo Daniel; Bossio, Guillermo Rubén
Año de publicación
2023
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
In this paper we propose a strategy for real-time detection of interturn shortcircuit faults (ISCF) on three-phase induction motor (IM) by using a VoldKalman filter (VKF) algorithm. ISCF produce a thermal stress into the stator winding due to large current that flows through the short-circuited turns.Therefore, incipient fault detection is required in order to avoid catastrophic failures such as phase to phase, or phase to ground faults. The strategy is based on an analytical IM model that includes a ISCF fault in any of the phase windings and considering the h-th harmonic in the voltage supply. Based on equivalent electrical circuits with harmonics in sequence components, wepropose a strategy for detection of an ISCF on IM by tracking the 5th harmoniccurrent component using a VKF algorithm. The proposed model is experimentally validated using a three-phase IM with modified stator windings to generate ISCF. Also, the IM is feeded by a programmable voltage source to synthesize distorted voltage supply with the 5th harmonic. Theresults demonstrated that the positive-sequence magnitude for the 5th harmonic current component is a good indicator of the fault severity once it exceeds a threshold limit value, even under load variations and unbalanced voltages.
Fil: Mazzoletti, Manuel Armando. Universidad Nacional de Misiones. Facultad de Ingeniería; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Gentile, Francisco R.. Universidad de Buenos Aires. Facultad de Ingeniería. Instituto de Ingeniería Biomédica; Argentina
Fil: Donolo, Pablo Daniel. Universidad Nacional de Río Cuarto. Facultad de Ciencias Exactas Fisicoquímicas y Naturales. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados; Argentina
Fil: Bossio, Guillermo Rubén. Universidad Nacional de Río Cuarto. Facultad de Ciencias Exactas Fisicoquímicas y Naturales. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados; Argentina
Materia
FAULT DETECTION
INDUCTION MOTOR
INTERTURN SHORT-CIRCUIT
VOLD-KALMAN FILTER
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/229929
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/229929
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filterMazzoletti, Manuel ArmandoGentile, Francisco R.Donolo, Pablo DanielBossio, Guillermo RubénFAULT DETECTIONINDUCTION MOTORINTERTURN SHORT-CIRCUITVOLD-KALMAN FILTERhttps://purl.org/becyt/ford/2.2https://purl.org/becyt/ford/2In this paper we propose a strategy for real-time detection of interturn shortcircuit faults (ISCF) on three-phase induction motor (IM) by using a VoldKalman filter (VKF) algorithm. ISCF produce a thermal stress into the stator winding due to large current that flows through the short-circuited turns.Therefore, incipient fault detection is required in order to avoid catastrophic failures such as phase to phase, or phase to ground faults. The strategy is based on an analytical IM model that includes a ISCF fault in any of the phase windings and considering the h-th harmonic in the voltage supply. Based on equivalent electrical circuits with harmonics in sequence components, wepropose a strategy for detection of an ISCF on IM by tracking the 5th harmoniccurrent component using a VKF algorithm. The proposed model is experimentally validated using a three-phase IM with modified stator windings to generate ISCF. Also, the IM is feeded by a programmable voltage source to synthesize distorted voltage supply with the 5th harmonic. Theresults demonstrated that the positive-sequence magnitude for the 5th harmonic current component is a good indicator of the fault severity once it exceeds a threshold limit value, even under load variations and unbalanced voltages.Fil: Mazzoletti, Manuel Armando. Universidad Nacional de Misiones. Facultad de Ingeniería; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Gentile, Francisco R.. Universidad de Buenos Aires. Facultad de Ingeniería. Instituto de Ingeniería Biomédica; ArgentinaFil: Donolo, Pablo Daniel. Universidad Nacional de Río Cuarto. Facultad de Ciencias Exactas Fisicoquímicas y Naturales. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados; ArgentinaFil: Bossio, Guillermo Rubén. Universidad Nacional de Río Cuarto. Facultad de Ciencias Exactas Fisicoquímicas y Naturales. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados; ArgentinaInstitute of Advanced Engineering and Science2023-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/229929Mazzoletti, Manuel Armando; Gentile, Francisco R.; Donolo, Pablo Daniel; Bossio, Guillermo Rubén; Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter; Institute of Advanced Engineering and Science; International Journal of Electrical and Computer Engineering; 13; 4; 8-2023; 3593-36052088-87082722-2578CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://ijece.iaescore.com/index.php/IJECE/article/view/27828info:eu-repo/semantics/altIdentifier/doi/10.11591/ijece.v13i4.pp3593-3605info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T10:11:35Zoai:ri.conicet.gov.ar:11336/229929instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 10:11:35.939CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
title Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
spellingShingle Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
Mazzoletti, Manuel Armando
FAULT DETECTION
INDUCTION MOTOR
INTERTURN SHORT-CIRCUIT
VOLD-KALMAN FILTER
title_short Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
title_full Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
title_fullStr Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
title_full_unstemmed Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
title_sort Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter
dc.creator.none.fl_str_mv Mazzoletti, Manuel Armando
Gentile, Francisco R.
Donolo, Pablo Daniel
Bossio, Guillermo Rubén
author Mazzoletti, Manuel Armando
author_facet Mazzoletti, Manuel Armando
Gentile, Francisco R.
Donolo, Pablo Daniel
Bossio, Guillermo Rubén
author_role author
author2 Gentile, Francisco R.
Donolo, Pablo Daniel
Bossio, Guillermo Rubén
author2_role author
author
author
dc.subject.none.fl_str_mv FAULT DETECTION
INDUCTION MOTOR
INTERTURN SHORT-CIRCUIT
VOLD-KALMAN FILTER
topic FAULT DETECTION
INDUCTION MOTOR
INTERTURN SHORT-CIRCUIT
VOLD-KALMAN FILTER
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.2
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv In this paper we propose a strategy for real-time detection of interturn shortcircuit faults (ISCF) on three-phase induction motor (IM) by using a VoldKalman filter (VKF) algorithm. ISCF produce a thermal stress into the stator winding due to large current that flows through the short-circuited turns.Therefore, incipient fault detection is required in order to avoid catastrophic failures such as phase to phase, or phase to ground faults. The strategy is based on an analytical IM model that includes a ISCF fault in any of the phase windings and considering the h-th harmonic in the voltage supply. Based on equivalent electrical circuits with harmonics in sequence components, wepropose a strategy for detection of an ISCF on IM by tracking the 5th harmoniccurrent component using a VKF algorithm. The proposed model is experimentally validated using a three-phase IM with modified stator windings to generate ISCF. Also, the IM is feeded by a programmable voltage source to synthesize distorted voltage supply with the 5th harmonic. Theresults demonstrated that the positive-sequence magnitude for the 5th harmonic current component is a good indicator of the fault severity once it exceeds a threshold limit value, even under load variations and unbalanced voltages.
Fil: Mazzoletti, Manuel Armando. Universidad Nacional de Misiones. Facultad de Ingeniería; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Gentile, Francisco R.. Universidad de Buenos Aires. Facultad de Ingeniería. Instituto de Ingeniería Biomédica; Argentina
Fil: Donolo, Pablo Daniel. Universidad Nacional de Río Cuarto. Facultad de Ciencias Exactas Fisicoquímicas y Naturales. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados; Argentina
Fil: Bossio, Guillermo Rubén. Universidad Nacional de Río Cuarto. Facultad de Ciencias Exactas Fisicoquímicas y Naturales. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones en Tecnologías Energéticas y Materiales Avanzados; Argentina
description In this paper we propose a strategy for real-time detection of interturn shortcircuit faults (ISCF) on three-phase induction motor (IM) by using a VoldKalman filter (VKF) algorithm. ISCF produce a thermal stress into the stator winding due to large current that flows through the short-circuited turns.Therefore, incipient fault detection is required in order to avoid catastrophic failures such as phase to phase, or phase to ground faults. The strategy is based on an analytical IM model that includes a ISCF fault in any of the phase windings and considering the h-th harmonic in the voltage supply. Based on equivalent electrical circuits with harmonics in sequence components, wepropose a strategy for detection of an ISCF on IM by tracking the 5th harmoniccurrent component using a VKF algorithm. The proposed model is experimentally validated using a three-phase IM with modified stator windings to generate ISCF. Also, the IM is feeded by a programmable voltage source to synthesize distorted voltage supply with the 5th harmonic. Theresults demonstrated that the positive-sequence magnitude for the 5th harmonic current component is a good indicator of the fault severity once it exceeds a threshold limit value, even under load variations and unbalanced voltages.
publishDate 2023
dc.date.none.fl_str_mv 2023-08
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/229929
Mazzoletti, Manuel Armando; Gentile, Francisco R.; Donolo, Pablo Daniel; Bossio, Guillermo Rubén; Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter; Institute of Advanced Engineering and Science; International Journal of Electrical and Computer Engineering; 13; 4; 8-2023; 3593-3605
2088-8708
2722-2578
CONICET Digital
CONICET
url http://hdl.handle.net/11336/229929
identifier_str_mv Mazzoletti, Manuel Armando; Gentile, Francisco R.; Donolo, Pablo Daniel; Bossio, Guillermo Rubén; Online detection of interturn short-circuit fault in induction motor based on 5th harmonic current tracking using Vold-Kalman filter; Institute of Advanced Engineering and Science; International Journal of Electrical and Computer Engineering; 13; 4; 8-2023; 3593-3605
2088-8708
2722-2578
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://ijece.iaescore.com/index.php/IJECE/article/view/27828
info:eu-repo/semantics/altIdentifier/doi/10.11591/ijece.v13i4.pp3593-3605
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Institute of Advanced Engineering and Science
publisher.none.fl_str_mv Institute of Advanced Engineering and Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1842270164272283648
score 13.13397

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