Programming code using the Duval method for diagnosing power transformers and direct way

Detalhes bibliográficos
Autor(a) principal: Rueda Flores, Walter Paul
Data de Publicação: 2023
Outros Autores: Pachacama Campaña , Israel Patricio, Marrero Ramírez, Secundino
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Sapienza (Curitiba)
Texto Completo: https://journals.sapienzaeditorial.com/index.php/SIJIS/article/view/694
Resumo: A transformer is a piece of equipment of great value in a public or private power substation in that it allows power to be supplied to the production processes. Thus, as it is used, the equipment is exposed to different environmental conditions such as level of contamination, salinity. , height, humidity, among others, as well as energy demand and quality, causing different types of electrical and thermal stress inside. That is why the objective of this study is to implement a programming code using the Duval method for the diagnosis of power transformers. For this, programming based on the supervised learning algorithm is used as a methodology to process the gas concentration levels contained in the dielectric oil obtained from the analysis of dissolved gases and for its interpretation the Duval method is used, which is presented in IEEE C57.104™-2019 standard. The designed code individually processes the dissolved gas analysis reports as well as large quantities of reports from the same transformer or from different ones, allowing the comparison of historical data of the equipment or equipment and the evaluation of its status according to the electrical stress to which it is subjected.
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spelling Programming code using the Duval method for diagnosing power transformers and direct wayCódigo de programación por medio del método de Duval para el diagnóstico de transformadores de potenciaProgramação de código usando o método Duval para diagnóstico de transformadores de potênciaCódigo, Diagnóstico, Duval, Falhas, TransformadorCode, Diagnostic, Duval, Faults, TransformerCódigo, Diagnóstico, Duval, Fallas, TransformadorA transformer is a piece of equipment of great value in a public or private power substation in that it allows power to be supplied to the production processes. Thus, as it is used, the equipment is exposed to different environmental conditions such as level of contamination, salinity. , height, humidity, among others, as well as energy demand and quality, causing different types of electrical and thermal stress inside. That is why the objective of this study is to implement a programming code using the Duval method for the diagnosis of power transformers. For this, programming based on the supervised learning algorithm is used as a methodology to process the gas concentration levels contained in the dielectric oil obtained from the analysis of dissolved gases and for its interpretation the Duval method is used, which is presented in IEEE C57.104™-2019 standard. The designed code individually processes the dissolved gas analysis reports as well as large quantities of reports from the same transformer or from different ones, allowing the comparison of historical data of the equipment or equipment and the evaluation of its status according to the electrical stress to which it is subjected.Un transformador es un equipo de gran valor en una subestación de potencia pública o privada en cuanto permiten la alimentación a los procesos de producción, es así que conforme su uso, los equipos se encuentran expuestos a diferentes condicientes del entorno como nivel de contaminación, salinidad, altura, humedad, entre otros, así como exigencia y calidad de energía, provocando distinto tipo de esfuerzo eléctrico y térmico en su interior. Es por ello que el objetivo de este estudio es implementar un código de programación por medio del método de Duval para el diagnóstico de transformadores de potencia. Para ello se emplea como metodología la programación basada en el algoritmo de aprendizaje supervisado para procesar los niveles de concentración de gas que se contienen en el aceite dieléctrico obtenidos del análisis de gases disueltos y para su interpretación se emplea el método Duval que se expone en la normativa IEEE C57.104™-2019. El código diseñado procesa individualmente los reportes de análisis de gases disueltos así como cantidades grandes de reportes de un mismo transformador o de distintos permitiendo la comparación de datos históricos del equipo o equipos y la evaluación de su estado según el esfuerzo eléctrico al que se someten.Um transformador é um equipamento de grande valor em uma subestação de energia pública ou privada, pois permite o fornecimento de energia aos processos produtivos e, portanto, à medida que é utilizado, o equipamento fica exposto a diferentes condições ambientais, como nível de contaminação. , salinidade. , altura, umidade, entre outros, bem como demanda e qualidade de energia, causando diversos tipos de estresse elétrico e térmico em seu interior. Por isso o objetivo deste estudo é implementar um código de programação utilizando o método Duval para diagnóstico de transformadores de potência. Para isso, utiliza-se como metodologia a programação baseada no algoritmo de aprendizagem supervisionada para processar os níveis de concentração de gases contidos no óleo dielétrico obtido a partir da análise de gases dissolvidos e para sua interpretação utiliza-se o método Duval, que é apresentado na IEEE C57. Padrão 104™-2019. O código projetado processa individualmente os relatórios de análise de gases dissolvidos, bem como grandes quantidades de relatórios do mesmo transformador ou de diferentes, permitindo a comparação de dados históricos do equipamento ou equipamento e a avaliação do seu estado de acordo com o estresse elétrico ao qual está sujeito.Sapienza Grupo Editorial2023-09-27info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://journals.sapienzaeditorial.com/index.php/SIJIS/article/view/69410.51798/sijis.v4i3.694Sapienza: International Journal of Interdisciplinary Studies; Vol. 4 No. 3 (2023): Regular Issue: Interdisciplinary Studies; e23042Sapienza: International Journal of Interdisciplinary Studies; Vol. 4 Núm. 3 (2023): Fascículo Regular: Estudios Interdisciplinarios; e23042Sapienza: International Journal of Interdisciplinary Studies; v. 4 n. 3 (2023): Número Regular: Estudos Interdisciplinares; e230422675-9780reponame:Sapienza (Curitiba)instname:Sapienza Grupo Editorialinstacron:SAPIENZAenghttps://journals.sapienzaeditorial.com/index.php/SIJIS/article/view/694/491Copyright (c) 2023 Walter Paul Rueda Flores, Israel Patricio Pachacama Campaña , Secundino Marrero Ramírezhttps://creativecommons.org/licenses/by-nc-nd/4.0info:eu-repo/semantics/openAccessRueda Flores, Walter PaulPachacama Campaña , Israel Patricio Marrero Ramírez, Secundino 2023-10-02T22:30:52Zoai:ojs2.journals.sapienzaeditorial.com:article/694Revistahttps://journals.sapienzaeditorial.com/index.php/SIJISPRIhttps://journals.sapienzaeditorial.com/index.php/SIJIS/oaieditor@sapienzaeditorial.com2675-97802675-9780opendoar:2023-10-02T22:30:52Sapienza (Curitiba) - Sapienza Grupo Editorialfalse
dc.title.none.fl_str_mv Programming code using the Duval method for diagnosing power transformers and direct way
Código de programación por medio del método de Duval para el diagnóstico de transformadores de potencia
Programação de código usando o método Duval para diagnóstico de transformadores de potência
title Programming code using the Duval method for diagnosing power transformers and direct way
spellingShingle Programming code using the Duval method for diagnosing power transformers and direct way
Rueda Flores, Walter Paul
Código, Diagnóstico, Duval, Falhas, Transformador
Code, Diagnostic, Duval, Faults, Transformer
Código, Diagnóstico, Duval, Fallas, Transformador
title_short Programming code using the Duval method for diagnosing power transformers and direct way
title_full Programming code using the Duval method for diagnosing power transformers and direct way
title_fullStr Programming code using the Duval method for diagnosing power transformers and direct way
title_full_unstemmed Programming code using the Duval method for diagnosing power transformers and direct way
title_sort Programming code using the Duval method for diagnosing power transformers and direct way
author Rueda Flores, Walter Paul
author_facet Rueda Flores, Walter Paul
Pachacama Campaña , Israel Patricio
Marrero Ramírez, Secundino
author_role author
author2 Pachacama Campaña , Israel Patricio
Marrero Ramírez, Secundino
author2_role author
author
dc.contributor.author.fl_str_mv Rueda Flores, Walter Paul
Pachacama Campaña , Israel Patricio
Marrero Ramírez, Secundino
dc.subject.por.fl_str_mv Código, Diagnóstico, Duval, Falhas, Transformador
Code, Diagnostic, Duval, Faults, Transformer
Código, Diagnóstico, Duval, Fallas, Transformador
topic Código, Diagnóstico, Duval, Falhas, Transformador
Code, Diagnostic, Duval, Faults, Transformer
Código, Diagnóstico, Duval, Fallas, Transformador
description A transformer is a piece of equipment of great value in a public or private power substation in that it allows power to be supplied to the production processes. Thus, as it is used, the equipment is exposed to different environmental conditions such as level of contamination, salinity. , height, humidity, among others, as well as energy demand and quality, causing different types of electrical and thermal stress inside. That is why the objective of this study is to implement a programming code using the Duval method for the diagnosis of power transformers. For this, programming based on the supervised learning algorithm is used as a methodology to process the gas concentration levels contained in the dielectric oil obtained from the analysis of dissolved gases and for its interpretation the Duval method is used, which is presented in IEEE C57.104™-2019 standard. The designed code individually processes the dissolved gas analysis reports as well as large quantities of reports from the same transformer or from different ones, allowing the comparison of historical data of the equipment or equipment and the evaluation of its status according to the electrical stress to which it is subjected.
publishDate 2023
dc.date.none.fl_str_mv 2023-09-27
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://journals.sapienzaeditorial.com/index.php/SIJIS/article/view/694
10.51798/sijis.v4i3.694
url https://journals.sapienzaeditorial.com/index.php/SIJIS/article/view/694
identifier_str_mv 10.51798/sijis.v4i3.694
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://journals.sapienzaeditorial.com/index.php/SIJIS/article/view/694/491
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Sapienza Grupo Editorial
publisher.none.fl_str_mv Sapienza Grupo Editorial
dc.source.none.fl_str_mv Sapienza: International Journal of Interdisciplinary Studies; Vol. 4 No. 3 (2023): Regular Issue: Interdisciplinary Studies; e23042
Sapienza: International Journal of Interdisciplinary Studies; Vol. 4 Núm. 3 (2023): Fascículo Regular: Estudios Interdisciplinarios; e23042
Sapienza: International Journal of Interdisciplinary Studies; v. 4 n. 3 (2023): Número Regular: Estudos Interdisciplinares; e23042
2675-9780
reponame:Sapienza (Curitiba)
instname:Sapienza Grupo Editorial
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instname_str Sapienza Grupo Editorial
instacron_str SAPIENZA
institution SAPIENZA
reponame_str Sapienza (Curitiba)
collection Sapienza (Curitiba)
repository.name.fl_str_mv Sapienza (Curitiba) - Sapienza Grupo Editorial
repository.mail.fl_str_mv editor@sapienzaeditorial.com
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