Model building for current transformer paper-oil insulation state diagnostics
A feedforward neural network based diagnostic model of oil-impregnated paper insulation of a current transformer has been developed. Its experimental validation as compared with a regression model has been performed.
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| Date: | 2014 |
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| Main Authors: | , , |
| Format: | Article |
| Language: | Russian |
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National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine
2014
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| Online Access: | http://eie.khpi.edu.ua/article/view/2074-272X.2014.2.11 |
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| Journal Title: | Electrical Engineering & Electromechanics |
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eiekhpieduua-article-238922025-12-02T15:24:22Z Model building for current transformer paper-oil insulation state diagnostics ПОСТРОЕНИЕ МОДЕЛЕЙ ДИАГНОСТИРОВАНИЯ СОСТОЯНИЯ БУМАЖНО-МАСЛЯНОЙ ИЗОЛЯЦИИ ИЗМЕРИТЕЛЬНЫХ ТРАНСФОРМАТОРОВ ТОКА ПОСТРОЕНИЕ МОДЕЛЕЙ ДИАГНОСТИРОВАНИЯ СОСТОЯНИЯ БУМАЖНО-МАСЛЯНОЙ ИЗОЛЯЦИИ ИЗМЕРИТЕЛЬНЫХ ТРАНСФОРМАТОРОВ ТОКА Skrupskaya, L. S. Oliinyk, A. O. Sakhno, A. A. diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 A feedforward neural network based diagnostic model of oil-impregnated paper insulation of a current transformer has been developed. Its experimental validation as compared with a regression model has been performed. Предложена диагностическая модель бумажно-масляной изоляции трансформатора тока на основе нейронной сети прямого распространения, выполнена экспериментальная проверка в сравнении с регрессионной моделью. Запропоновано діагностичну модель паперово-масляної ізоляції трансформатора струму на основі нейронної мережі прямого розповсюдження, виконано експериментальну перевірку в порівнянні з регресійною моделлю. National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2014-04-28 Article Article application/pdf http://eie.khpi.edu.ua/article/view/2074-272X.2014.2.11 10.20998/2074-272X.2014.2.11 Electrical Engineering & Electromechanics; No. 2 (2014); 48-51 Электротехника и Электромеханика; № 2 (2014); 48-51 Електротехніка і Електромеханіка; № 2 (2014); 48-51 2309-3404 2074-272X ru http://eie.khpi.edu.ua/article/view/2074-272X.2014.2.11/21465 Copyright (c) 2015 L. S. Skrupskaya, A. O. Oliinyk, A. A. Sakhno https://creativecommons.org/licenses/by-nc/4.0 |
| institution |
Electrical Engineering & Electromechanics |
| baseUrl_str |
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| datestamp_date |
2025-12-02T15:24:22Z |
| collection |
OJS |
| language |
Russian |
| topic |
diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 |
| spellingShingle |
diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 Skrupskaya, L. S. Oliinyk, A. O. Sakhno, A. A. Model building for current transformer paper-oil insulation state diagnostics |
| topic_facet |
diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 |
| format |
Article |
| author |
Skrupskaya, L. S. Oliinyk, A. O. Sakhno, A. A. |
| author_facet |
Skrupskaya, L. S. Oliinyk, A. O. Sakhno, A. A. |
| author_sort |
Skrupskaya, L. S. |
| title |
Model building for current transformer paper-oil insulation state diagnostics |
| title_short |
Model building for current transformer paper-oil insulation state diagnostics |
| title_full |
Model building for current transformer paper-oil insulation state diagnostics |
| title_fullStr |
Model building for current transformer paper-oil insulation state diagnostics |
| title_full_unstemmed |
Model building for current transformer paper-oil insulation state diagnostics |
| title_sort |
model building for current transformer paper-oil insulation state diagnostics |
| title_alt |
ПОСТРОЕНИЕ МОДЕЛЕЙ ДИАГНОСТИРОВАНИЯ СОСТОЯНИЯ БУМАЖНО-МАСЛЯНОЙ ИЗОЛЯЦИИ ИЗМЕРИТЕЛЬНЫХ ТРАНСФОРМАТОРОВ ТОКА ПОСТРОЕНИЕ МОДЕЛЕЙ ДИАГНОСТИРОВАНИЯ СОСТОЯНИЯ БУМАЖНО-МАСЛЯНОЙ ИЗОЛЯЦИИ ИЗМЕРИТЕЛЬНЫХ ТРАНСФОРМАТОРОВ ТОКА |
| description |
A feedforward neural network based diagnostic model of oil-impregnated paper insulation of a current transformer has been developed. Its experimental validation as compared with a regression model has been performed. |
| publisher |
National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine |
| publishDate |
2014 |
| url |
http://eie.khpi.edu.ua/article/view/2074-272X.2014.2.11 |
| work_keys_str_mv |
AT skrupskayals modelbuildingforcurrenttransformerpaperoilinsulationstatediagnostics AT oliinykao modelbuildingforcurrenttransformerpaperoilinsulationstatediagnostics AT sakhnoaa modelbuildingforcurrenttransformerpaperoilinsulationstatediagnostics AT skrupskayals postroeniemodelejdiagnostirovaniâsostoâniâbumažnomaslânojizolâciiizmeritelʹnyhtransformatorovtoka AT oliinykao postroeniemodelejdiagnostirovaniâsostoâniâbumažnomaslânojizolâciiizmeritelʹnyhtransformatorovtoka AT sakhnoaa postroeniemodelejdiagnostirovaniâsostoâniâbumažnomaslânojizolâciiizmeritelʹnyhtransformatorovtoka |
| first_indexed |
2025-07-17T11:44:33Z |
| last_indexed |
2025-12-02T15:32:06Z |
| _version_ |
1850411084807143424 |