Programming code using the Duval method for diagnosing power transformers and direct way
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , |
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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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 instacron:SAPIENZA |
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Sapienza Grupo Editorial |
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SAPIENZA |
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SAPIENZA |
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Sapienza (Curitiba) |
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Sapienza (Curitiba) |
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Sapienza (Curitiba) - Sapienza Grupo Editorial |
repository.mail.fl_str_mv |
editor@sapienzaeditorial.com |
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1797051606474162176 |