Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management
A survey of the domestic and foreign publications on application of Artificial Neural Nets in power system management that covers a period from 1991 to 2007 years is presented. A special accent is done on the problem of mitigating low-frequency and sub synchronous oscillations in power system as wel...
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| Дата: | 2007 |
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| Автори: | , , |
| Формат: | Стаття |
| Мова: | Українська |
| Опубліковано: |
General Energy Institute of the National Academy of Sciences of Ukraine
2007
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| Теми: | |
| Онлайн доступ: | https://systemre.org/index.php/journal/article/view/322 |
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| Назва журналу: | System Research in Energy |
Репозитарії
System Research in Energy| _version_ | 1860506942672207872 |
|---|---|
| author | Voronovskiy Makhotilo K.V. Sergeev S.O. |
| author_facet | Voronovskiy Makhotilo K.V. Sergeev S.O. |
| author_sort | Voronovskiy |
| baseUrl_str | https://systemre.org/index.php/journal/oai |
| collection | OJS |
| datestamp_date | 2023-07-06T12:47:14Z |
| description | A survey of the domestic and foreign publications on application of Artificial Neural Nets in power system management that covers a period from 1991 to 2007 years is presented. A special accent is done on the problem of mitigating low-frequency and sub synchronous oscillations in power system as well as on quality management in large heat supply systems. An experience of the authors in synthesizing neural-net-based regulators intended for use in a heat production control system of hierarchical structure that has being implemented in Kharkiv CHP-plant #5 is described. |
| first_indexed | 2026-03-24T02:01:26Z |
| format | Article |
| id | systemreorg-article-322 |
| institution | System Research in Energy |
| keywords_txt_mv | keywords |
| language | Ukrainian |
| last_indexed | 2026-03-24T02:01:26Z |
| publishDate | 2007 |
| publisher | General Energy Institute of the National Academy of Sciences of Ukraine |
| record_format | ojs |
| spelling | systemreorg-article-3222023-07-06T12:47:14Z Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management Проблеми і перспективи використання штучних нейронних мереж в енергетиці. Частина 2. Управління Voronovskiy Makhotilo K.V. Sergeev S.O. artificial neural nets, management, power system, heat-supply. штучна нейронна мережа, управління, енергосистема, теплопостачання. A survey of the domestic and foreign publications on application of Artificial Neural Nets in power system management that covers a period from 1991 to 2007 years is presented. A special accent is done on the problem of mitigating low-frequency and sub synchronous oscillations in power system as well as on quality management in large heat supply systems. An experience of the authors in synthesizing neural-net-based regulators intended for use in a heat production control system of hierarchical structure that has being implemented in Kharkiv CHP-plant #5 is described. Представлено огляд закордонних і вітчизняних публікацій із застосування штучних нейронних мереж для вирішення завдань управління в енергетиці, що охоплює період з 1991-го до 2007 рр. Особливу увагу приділено способам вирішення завдання з демпфірування низькочастотних і субсинхронних коливань в енергосистемі, а також управлінню якістю теплозабезпечення у великих системах централізованого теплопостачання. Представлено досвід авторів у синтезі нейрорегуляторів, призначених для роботи в складі ієрархічної системи управління виробництвом теплової енергії на Харківській ТЕЦ-5. General Energy Institute of the National Academy of Sciences of Ukraine 2007-12-07 Article Article application/pdf https://systemre.org/index.php/journal/article/view/322 System Research in Energy; No. 2 (16) (2007): The Problems of General Energy; 54-67 Системні дослідження в енергетиці; № 2 (16) (2007): Проблеми загальної енергетики; 54-67 2786-7102 2786-7633 uk https://systemre.org/index.php/journal/article/view/322/268 |
| spellingShingle | artificial neural nets management power system heat-supply. Voronovskiy Makhotilo K.V. Sergeev S.O. Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management |
| title | Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management |
| title_alt | Проблеми і перспективи використання штучних нейронних мереж в енергетиці. Частина 2. Управління |
| title_full | Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management |
| title_fullStr | Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management |
| title_full_unstemmed | Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management |
| title_short | Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management |
| title_sort | problems and perspectives of application of artificial neural nets in power engineering. part 2. management |
| topic | artificial neural nets management power system heat-supply. |
| topic_facet | artificial neural nets management power system heat-supply. штучна нейронна мережа управління енергосистема теплопостачання. |
| url | https://systemre.org/index.php/journal/article/view/322 |
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