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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| Дата: | 2014 |
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| Автори: | , , |
| Формат: | Стаття |
| Мова: | Російська |
| Опубліковано: |
National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine
2014
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| Теми: | |
| Онлайн доступ: | http://eie.khpi.edu.ua/article/view/2074-272X.2014.2.11 |
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| Назва журналу: | Electrical Engineering & Electromechanics |
Репозитарії
Electrical Engineering & Electromechanics| _version_ | 1856543153096491008 |
|---|---|
| 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. |
| baseUrl_str | |
| collection | OJS |
| datestamp_date | 2026-02-08T07:56:51Z |
| 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. |
| first_indexed | 2025-07-17T11:44:33Z |
| format | Article |
| id | eiekhpieduua-article-23892 |
| institution | Electrical Engineering & Electromechanics |
| language | Russian |
| last_indexed | 2026-02-08T07:58:41Z |
| publishDate | 2014 |
| publisher | National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine |
| record_format | ojs |
| spelling | eiekhpieduua-article-238922026-02-08T07:56:51Z 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 |
| 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 |
| title | 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 |
| 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_short | Model building for current transformer paper-oil insulation state diagnostics |
| title_sort | model building for current transformer paper-oil insulation state diagnostics |
| topic | diagnostics transformer equipment insulation a neural network 621.3.048.1 004.93 |
| 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 |
| url | http://eie.khpi.edu.ua/article/view/2074-272X.2014.2.11 |
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