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Reliability assessment of transformer insulating oil using accelerated life testing

To improve the reliability and reduce the maintenance cost of transformer oil, a life prediction of transformer oil is needed so that the maintenance of transformer can be performed correctly. However, it is difficult to predict the reliable lifetime of transformer oil accurately because of its unki...

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Autores principales: Wei, Xingchun, Wang, Zhiming, Guo, Junfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9755135/
https://www.ncbi.nlm.nih.gov/pubmed/36522459
http://dx.doi.org/10.1038/s41598-022-26247-2
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author Wei, Xingchun
Wang, Zhiming
Guo, Junfeng
author_facet Wei, Xingchun
Wang, Zhiming
Guo, Junfeng
author_sort Wei, Xingchun
collection PubMed
description To improve the reliability and reduce the maintenance cost of transformer oil, a life prediction of transformer oil is needed so that the maintenance of transformer can be performed correctly. However, it is difficult to predict the reliable lifetime of transformer oil accurately because of its unkind operating condition at different environments. To solve this problem, based on the theory of accelerated life testing (ALT), a reliability assessment method for transformer insulating oil on a normal operational conditions is proposed. An inverse power Weibull distribution model for insulating oil lifetime with voltage is built. Numerical procedure of model parameter estimation is presented, the variances of model parameters and reliability indices, which including mean lifetime, reliability, reliable lifetime at given reliability and failure rate, are derived. The feasibility and correctness of the proposed method are validated by real lifetime data of transformer insulating oil in literature. The reliability of transformer insulating oil used at normal usage conditions are predicted by the proposed method, and the point and interval estimations of reliability indices are evaluated. The results show that reliable lifetime and mean lifetime under reliability limit should be considered simultaneously in repair or replacement of transformer insulating oil.
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spelling pubmed-97551352022-12-17 Reliability assessment of transformer insulating oil using accelerated life testing Wei, Xingchun Wang, Zhiming Guo, Junfeng Sci Rep Article To improve the reliability and reduce the maintenance cost of transformer oil, a life prediction of transformer oil is needed so that the maintenance of transformer can be performed correctly. However, it is difficult to predict the reliable lifetime of transformer oil accurately because of its unkind operating condition at different environments. To solve this problem, based on the theory of accelerated life testing (ALT), a reliability assessment method for transformer insulating oil on a normal operational conditions is proposed. An inverse power Weibull distribution model for insulating oil lifetime with voltage is built. Numerical procedure of model parameter estimation is presented, the variances of model parameters and reliability indices, which including mean lifetime, reliability, reliable lifetime at given reliability and failure rate, are derived. The feasibility and correctness of the proposed method are validated by real lifetime data of transformer insulating oil in literature. The reliability of transformer insulating oil used at normal usage conditions are predicted by the proposed method, and the point and interval estimations of reliability indices are evaluated. The results show that reliable lifetime and mean lifetime under reliability limit should be considered simultaneously in repair or replacement of transformer insulating oil. Nature Publishing Group UK 2022-12-15 /pmc/articles/PMC9755135/ /pubmed/36522459 http://dx.doi.org/10.1038/s41598-022-26247-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Wei, Xingchun
Wang, Zhiming
Guo, Junfeng
Reliability assessment of transformer insulating oil using accelerated life testing
title Reliability assessment of transformer insulating oil using accelerated life testing
title_full Reliability assessment of transformer insulating oil using accelerated life testing
title_fullStr Reliability assessment of transformer insulating oil using accelerated life testing
title_full_unstemmed Reliability assessment of transformer insulating oil using accelerated life testing
title_short Reliability assessment of transformer insulating oil using accelerated life testing
title_sort reliability assessment of transformer insulating oil using accelerated life testing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9755135/
https://www.ncbi.nlm.nih.gov/pubmed/36522459
http://dx.doi.org/10.1038/s41598-022-26247-2
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