Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.21577/0100-4042.20170914 http://hdl.handle.net/11449/237594 |
Resumo: | Although analytical techniques to assess the degradation of transformer insulation systems are well established, it is essential to develop fast and effective methodologies for monitoring the quality of power transformer insulating fluid. The objective of this work was to develop a fast, simple, and environmentally friendly method to evaluate and monitor the quality of insulating vegetable oil (IVO) from transformers, using multivariate control chart and infrared spectroscopy (FTIR). For the development of the method, IVO samples were subjected to electrical and thermal stress, as well as to contact with insulating paper and copper, to simulate the internal environment of a transformer before and after energizing. Control chart based on principal component analysis was developed to monitor insulating vegetable oil quality. It was possible to identify oil samples with oxidation levels that were outside the acceptable quality standards for insulating fluid in transformers. The results demonstrated the potential of FTIR spectroscopy and control charts as fast and simple tools for monitoring the quality of insulating fluids, enabling the identification of oil samples that fail to comply with regulation standards for insulating fluids, assisting in the implementation of maintenance programs for power transformers. |
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Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometricsPartial dischargesDegradationPCAQ chartHotelling&rsquos T-2 chartAlthough analytical techniques to assess the degradation of transformer insulation systems are well established, it is essential to develop fast and effective methodologies for monitoring the quality of power transformer insulating fluid. The objective of this work was to develop a fast, simple, and environmentally friendly method to evaluate and monitor the quality of insulating vegetable oil (IVO) from transformers, using multivariate control chart and infrared spectroscopy (FTIR). For the development of the method, IVO samples were subjected to electrical and thermal stress, as well as to contact with insulating paper and copper, to simulate the internal environment of a transformer before and after energizing. Control chart based on principal component analysis was developed to monitor insulating vegetable oil quality. It was possible to identify oil samples with oxidation levels that were outside the acceptable quality standards for insulating fluid in transformers. The results demonstrated the potential of FTIR spectroscopy and control charts as fast and simple tools for monitoring the quality of insulating fluids, enabling the identification of oil samples that fail to comply with regulation standards for insulating fluids, assisting in the implementation of maintenance programs for power transformers.Univ Fed Itajuba, Inst Fis & Quim, BR-37500903 Itajuba, MG, BrazilInst Fed Educ Ciencia & Tecnol Sul Minas Gerais, BR-37560260 Pouso Alegre, MG, BrazilUniv Fed Minas Gerais, Dept Quim, BR-31270901 Belo Horizonte, MG, BrazilUniv Fed Itajuba, Inst Sistemas Eletr & Energia, BR-37500903 Itajuba, MG, BrazilUniv Estadual Paulista, Inst Quim, BR-14800900 Araraquara, SP, BrazilUniv Fed Itajuba, Nucleo Separadores Compactos, BR-37500903 Itajuba, MG, BrazilUniv Estadual Paulista, Inst Quim, BR-14800900 Araraquara, SP, BrazilSoc Brasileira QuimicaUniv Fed ItajubaInst Fed Educ Ciencia & Tecnol Sul Minas GeraisUniversidade Federal de Minas Gerais (UFMG)Universidade Estadual Paulista (UNESP)Barbosa, NathaliaSantos, LarissaSeguchi, LucasSilva, Beatriz [UNESP]Carvalho, ThaisWanderley, EstacioGimenes, RossanoSoares, MelinaAraujo, AnaSilva, FlavioAlmeida, MarianaSilva, Milady2022-11-30T13:39:32Z2022-11-30T13:39:32Z2022-06-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article10http://dx.doi.org/10.21577/0100-4042.20170914Quimica Nova. Sao Paulo: Soc Brasileira Quimica, 10 p., 2022.0100-4042http://hdl.handle.net/11449/23759410.21577/0100-4042.20170914WOS:000812800500001Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengQuimica Novainfo:eu-repo/semantics/openAccess2022-11-30T13:39:33Zoai:repositorio.unesp.br:11449/237594Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T23:38:11.905198Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics |
title |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics |
spellingShingle |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics Barbosa, Nathalia Partial discharges Degradation PCA Q chart Hotelling&rsquo s T-2 chart |
title_short |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics |
title_full |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics |
title_fullStr |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics |
title_full_unstemmed |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics |
title_sort |
Rapid assessment of transformer insulating vegetable oil quality using FTIR spectroscopy and chemometrics |
author |
Barbosa, Nathalia |
author_facet |
Barbosa, Nathalia Santos, Larissa Seguchi, Lucas Silva, Beatriz [UNESP] Carvalho, Thais Wanderley, Estacio Gimenes, Rossano Soares, Melina Araujo, Ana Silva, Flavio Almeida, Mariana Silva, Milady |
author_role |
author |
author2 |
Santos, Larissa Seguchi, Lucas Silva, Beatriz [UNESP] Carvalho, Thais Wanderley, Estacio Gimenes, Rossano Soares, Melina Araujo, Ana Silva, Flavio Almeida, Mariana Silva, Milady |
author2_role |
author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Univ Fed Itajuba Inst Fed Educ Ciencia & Tecnol Sul Minas Gerais Universidade Federal de Minas Gerais (UFMG) Universidade Estadual Paulista (UNESP) |
dc.contributor.author.fl_str_mv |
Barbosa, Nathalia Santos, Larissa Seguchi, Lucas Silva, Beatriz [UNESP] Carvalho, Thais Wanderley, Estacio Gimenes, Rossano Soares, Melina Araujo, Ana Silva, Flavio Almeida, Mariana Silva, Milady |
dc.subject.por.fl_str_mv |
Partial discharges Degradation PCA Q chart Hotelling&rsquo s T-2 chart |
topic |
Partial discharges Degradation PCA Q chart Hotelling&rsquo s T-2 chart |
description |
Although analytical techniques to assess the degradation of transformer insulation systems are well established, it is essential to develop fast and effective methodologies for monitoring the quality of power transformer insulating fluid. The objective of this work was to develop a fast, simple, and environmentally friendly method to evaluate and monitor the quality of insulating vegetable oil (IVO) from transformers, using multivariate control chart and infrared spectroscopy (FTIR). For the development of the method, IVO samples were subjected to electrical and thermal stress, as well as to contact with insulating paper and copper, to simulate the internal environment of a transformer before and after energizing. Control chart based on principal component analysis was developed to monitor insulating vegetable oil quality. It was possible to identify oil samples with oxidation levels that were outside the acceptable quality standards for insulating fluid in transformers. The results demonstrated the potential of FTIR spectroscopy and control charts as fast and simple tools for monitoring the quality of insulating fluids, enabling the identification of oil samples that fail to comply with regulation standards for insulating fluids, assisting in the implementation of maintenance programs for power transformers. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-11-30T13:39:32Z 2022-11-30T13:39:32Z 2022-06-15 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.21577/0100-4042.20170914 Quimica Nova. Sao Paulo: Soc Brasileira Quimica, 10 p., 2022. 0100-4042 http://hdl.handle.net/11449/237594 10.21577/0100-4042.20170914 WOS:000812800500001 |
url |
http://dx.doi.org/10.21577/0100-4042.20170914 http://hdl.handle.net/11449/237594 |
identifier_str_mv |
Quimica Nova. Sao Paulo: Soc Brasileira Quimica, 10 p., 2022. 0100-4042 10.21577/0100-4042.20170914 WOS:000812800500001 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Quimica Nova |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
10 |
dc.publisher.none.fl_str_mv |
Soc Brasileira Quimica |
publisher.none.fl_str_mv |
Soc Brasileira Quimica |
dc.source.none.fl_str_mv |
Web of Science reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808129538895380480 |