A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays

Autores
Morales Garcia, John Armando; Quizhpi, Flavio; Villarroel Gutiérrez, Héctor Alejandro; Munoz, Eduardo; Orduna, Eduardo; Vasquez, Ernesto
Año de publicación
2020
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Impulse Response Coefficients (IRC) of digital filters is an imperative step in the development of transmission line protection relay algorithms. Traditionally, Fourier-based filters are used in real applications, where IRC are fixed values of sine and cosine functions with a data window of one or more cycles. Based on state-of-the-art, Mother Wavelet coefficients used in Multiresolution Analysis, and Structuring Element coefficients used in Mathematical Morphology are usually proposed to develop protection algorithms. However, the proper choice of these coefficients is based on empirical process of trial and error. This paper proposes a novel methodology for optimally determining coefficients that depend on the waveform structure analyzed, which is determined using variance as the metric. Assessment of methodology for three case studies considering requirements of relay manufactures (response time, design, harmonic attenuation and other) is presented. The first assessment is to extract coefficients useful for distinguishing among non-fault conditions, harmonics, and arcing faults. The second one is to extract coefficients to filter harmonic components. The assessment is carried out considering different data windows and sampling rates. Test results highlight the efficiency of the model to determine specific coefficients for each case study analyzed. Interestingly, results also showed that the discovered coefficients can be used in another filtering technique. Thus, the third case study involves developing two fault classifiers, which are developed using mathematical morphology where the structuring elements used correspond to the coefficient vectors determined through the proposed methodology. There is a notable paucity of scientific literature focusing on this topic. Therefore, there are several important areas where this study makes an original contribution regarding protection relays.
Fil: Morales Garcia, John Armando. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; Argentina
Fil: Quizhpi, Flavio. Universidad de Cuenca.; Ecuador
Fil: Villarroel Gutiérrez, Héctor Alejandro. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; Argentina
Fil: Munoz, Eduardo. Universidad de Cuenca.; Ecuador
Fil: Orduna, Eduardo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; Argentina
Fil: Vasquez, Ernesto. Universidad Autonoma de Nuevo Leon.; México
Materia
Finite impulse response filters
IIR filters
Relays
Multiresolution analysis
Power harmonic filters
Transient analysis
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/143580
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/143580
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection RelaysMorales Garcia, John ArmandoQuizhpi, FlavioVillarroel Gutiérrez, Héctor AlejandroMunoz, EduardoOrduna, EduardoVasquez, ErnestoFinite impulse response filtersIIR filtersRelaysMultiresolution analysisPower harmonic filtersTransient analysishttps://purl.org/becyt/ford/2.2https://purl.org/becyt/ford/2Impulse Response Coefficients (IRC) of digital filters is an imperative step in the development of transmission line protection relay algorithms. Traditionally, Fourier-based filters are used in real applications, where IRC are fixed values of sine and cosine functions with a data window of one or more cycles. Based on state-of-the-art, Mother Wavelet coefficients used in Multiresolution Analysis, and Structuring Element coefficients used in Mathematical Morphology are usually proposed to develop protection algorithms. However, the proper choice of these coefficients is based on empirical process of trial and error. This paper proposes a novel methodology for optimally determining coefficients that depend on the waveform structure analyzed, which is determined using variance as the metric. Assessment of methodology for three case studies considering requirements of relay manufactures (response time, design, harmonic attenuation and other) is presented. The first assessment is to extract coefficients useful for distinguishing among non-fault conditions, harmonics, and arcing faults. The second one is to extract coefficients to filter harmonic components. The assessment is carried out considering different data windows and sampling rates. Test results highlight the efficiency of the model to determine specific coefficients for each case study analyzed. Interestingly, results also showed that the discovered coefficients can be used in another filtering technique. Thus, the third case study involves developing two fault classifiers, which are developed using mathematical morphology where the structuring elements used correspond to the coefficient vectors determined through the proposed methodology. There is a notable paucity of scientific literature focusing on this topic. Therefore, there are several important areas where this study makes an original contribution regarding protection relays.Fil: Morales Garcia, John Armando. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; ArgentinaFil: Quizhpi, Flavio. Universidad de Cuenca.; EcuadorFil: Villarroel Gutiérrez, Héctor Alejandro. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; ArgentinaFil: Munoz, Eduardo. Universidad de Cuenca.; EcuadorFil: Orduna, Eduardo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; ArgentinaFil: Vasquez, Ernesto. Universidad Autonoma de Nuevo Leon.; MéxicoIEEE2020-02info: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/11336/143580Morales Garcia, John Armando; Quizhpi, Flavio; Villarroel Gutiérrez, Héctor Alejandro; Munoz, Eduardo; Orduna, Eduardo; et al.; A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays; IEEE; IEEE ACCESS; 8; 2-2020; 39130-391472169-3536CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://ieeexplore.ieee.org/document/9003215/info:eu-repo/semantics/altIdentifier/doi/10.1109/ACCESS.2020.2975137info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:18:15Zoai:ri.conicet.gov.ar:11336/143580instacron: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:34982025-10-15 15:18:15.29CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
title A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
spellingShingle A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
Morales Garcia, John Armando
Finite impulse response filters
IIR filters
Relays
Multiresolution analysis
Power harmonic filters
Transient analysis
title_short A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
title_full A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
title_fullStr A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
title_full_unstemmed A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
title_sort A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays
dc.creator.none.fl_str_mv Morales Garcia, John Armando
Quizhpi, Flavio
Villarroel Gutiérrez, Héctor Alejandro
Munoz, Eduardo
Orduna, Eduardo
Vasquez, Ernesto
author Morales Garcia, John Armando
author_facet Morales Garcia, John Armando
Quizhpi, Flavio
Villarroel Gutiérrez, Héctor Alejandro
Munoz, Eduardo
Orduna, Eduardo
Vasquez, Ernesto
author_role author
author2 Quizhpi, Flavio
Villarroel Gutiérrez, Héctor Alejandro
Munoz, Eduardo
Orduna, Eduardo
Vasquez, Ernesto
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Finite impulse response filters
IIR filters
Relays
Multiresolution analysis
Power harmonic filters
Transient analysis
topic Finite impulse response filters
IIR filters
Relays
Multiresolution analysis
Power harmonic filters
Transient analysis
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.2
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv Impulse Response Coefficients (IRC) of digital filters is an imperative step in the development of transmission line protection relay algorithms. Traditionally, Fourier-based filters are used in real applications, where IRC are fixed values of sine and cosine functions with a data window of one or more cycles. Based on state-of-the-art, Mother Wavelet coefficients used in Multiresolution Analysis, and Structuring Element coefficients used in Mathematical Morphology are usually proposed to develop protection algorithms. However, the proper choice of these coefficients is based on empirical process of trial and error. This paper proposes a novel methodology for optimally determining coefficients that depend on the waveform structure analyzed, which is determined using variance as the metric. Assessment of methodology for three case studies considering requirements of relay manufactures (response time, design, harmonic attenuation and other) is presented. The first assessment is to extract coefficients useful for distinguishing among non-fault conditions, harmonics, and arcing faults. The second one is to extract coefficients to filter harmonic components. The assessment is carried out considering different data windows and sampling rates. Test results highlight the efficiency of the model to determine specific coefficients for each case study analyzed. Interestingly, results also showed that the discovered coefficients can be used in another filtering technique. Thus, the third case study involves developing two fault classifiers, which are developed using mathematical morphology where the structuring elements used correspond to the coefficient vectors determined through the proposed methodology. There is a notable paucity of scientific literature focusing on this topic. Therefore, there are several important areas where this study makes an original contribution regarding protection relays.
Fil: Morales Garcia, John Armando. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; Argentina
Fil: Quizhpi, Flavio. Universidad de Cuenca.; Ecuador
Fil: Villarroel Gutiérrez, Héctor Alejandro. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; Argentina
Fil: Munoz, Eduardo. Universidad de Cuenca.; Ecuador
Fil: Orduna, Eduardo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Energía Eléctrica. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Energía Eléctrica; Argentina
Fil: Vasquez, Ernesto. Universidad Autonoma de Nuevo Leon.; México
description Impulse Response Coefficients (IRC) of digital filters is an imperative step in the development of transmission line protection relay algorithms. Traditionally, Fourier-based filters are used in real applications, where IRC are fixed values of sine and cosine functions with a data window of one or more cycles. Based on state-of-the-art, Mother Wavelet coefficients used in Multiresolution Analysis, and Structuring Element coefficients used in Mathematical Morphology are usually proposed to develop protection algorithms. However, the proper choice of these coefficients is based on empirical process of trial and error. This paper proposes a novel methodology for optimally determining coefficients that depend on the waveform structure analyzed, which is determined using variance as the metric. Assessment of methodology for three case studies considering requirements of relay manufactures (response time, design, harmonic attenuation and other) is presented. The first assessment is to extract coefficients useful for distinguishing among non-fault conditions, harmonics, and arcing faults. The second one is to extract coefficients to filter harmonic components. The assessment is carried out considering different data windows and sampling rates. Test results highlight the efficiency of the model to determine specific coefficients for each case study analyzed. Interestingly, results also showed that the discovered coefficients can be used in another filtering technique. Thus, the third case study involves developing two fault classifiers, which are developed using mathematical morphology where the structuring elements used correspond to the coefficient vectors determined through the proposed methodology. There is a notable paucity of scientific literature focusing on this topic. Therefore, there are several important areas where this study makes an original contribution regarding protection relays.
publishDate 2020
dc.date.none.fl_str_mv 2020-02
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/11336/143580
Morales Garcia, John Armando; Quizhpi, Flavio; Villarroel Gutiérrez, Héctor Alejandro; Munoz, Eduardo; Orduna, Eduardo; et al.; A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays; IEEE; IEEE ACCESS; 8; 2-2020; 39130-39147
2169-3536
CONICET Digital
CONICET
url http://hdl.handle.net/11336/143580
identifier_str_mv Morales Garcia, John Armando; Quizhpi, Flavio; Villarroel Gutiérrez, Héctor Alejandro; Munoz, Eduardo; Orduna, Eduardo; et al.; A Novel Methodology for the Determination of Impulse Response Coefficients Applied to Transmission Line Protection Relays; IEEE; IEEE ACCESS; 8; 2-2020; 39130-39147
2169-3536
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://ieeexplore.ieee.org/document/9003215/
info:eu-repo/semantics/altIdentifier/doi/10.1109/ACCESS.2020.2975137
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
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
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score 13.22299

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