Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction
The article offers a method for identifying parameters of mathematical models of electrical complexes and systems. The method is designed to create a system for monitoring the influence of nonlinear components of electrical complexes and systems in their deep interaction on the quality of elect...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education
2020-12-01
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| Series: | Омский научный вестник |
| Subjects: | |
| Online Access: | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2020/6%20(174)/33-39%20%D0%9A%D0%BE%D0%B2%D0%B0%D0%BB%D1%91%D0%B2%20%D0%92.%20%D0%97.,%20%D0%A9%D0%B5%D1%80%D0%B1%D0%B0%D0%BA%D0%BE%D0%B2%20%D0%90.%20%D0%93.,%20%D0%90%D1%80%D1%85%D0%B8%D0%BF%D0%BE%D0%B2%D0%B0%20%D0%9E.%20%D0%92.%20%D0%B8%20%D0%B4%D1%80..pdf |
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| author | V. Z. Kovalev A. G. Scherbakov O. V. Arkhipova S. V. Langraf D. S. Bunkov S. S. Esin |
| author_facet | V. Z. Kovalev A. G. Scherbakov O. V. Arkhipova S. V. Langraf D. S. Bunkov S. S. Esin |
| author_sort | V. Z. Kovalev |
| collection | DOAJ |
| description | The article offers a method for identifying parameters
of mathematical models of electrical complexes and
systems. The method is designed to create a system for
monitoring the influence of nonlinear components of
electrical complexes and systems in their deep interaction
on the quality of electrical energy in the load node. The
application of the coefficient of variation of parameters as
a criterion for evaluating the reliability of identification
of parameters of mathematical models is justified. As
the initial information, digitized data of the voltage at
the point of common connection and the currents of
individual components of the analyzed complex are used.
The mathematical apparatus of identification is based
on a modification of the Marquardt method. A series of
computational experiments confirms the main theoretical
provisions of the article. It is shown that it is possible to
identify the parameters of models of complex components
with a significantly nonlinear form of stress at the point of
common connection. |
| format | Article |
| id | doaj-art-d60c2325f9a84e5ba916f3fe0c1dc0e3 |
| institution | Kabale University |
| issn | 1813-8225 2541-7541 |
| language | English |
| publishDate | 2020-12-01 |
| publisher | Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education |
| record_format | Article |
| series | Омский научный вестник |
| spelling | doaj-art-d60c2325f9a84e5ba916f3fe0c1dc0e32025-02-02T18:46:16ZengOmsk State Technical University, Federal State Autonoumos Educational Institution of Higher EducationОмский научный вестник1813-82252541-75412020-12-016 (174)333910.25206/1813-8225-2020-174-33-39Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interactionV. Z. Kovalev0https://orcid.org/0000-0002-4512-6868A. G. Scherbakov1O. V. Arkhipova2https://orcid.org/0000-0002-8773-8846S. V. Langraf3D. S. Bunkov4S. S. Esin5Yugra State UniversityYugra State UniversityYugra State University«NPF mechatronica-Pro» LtdJSC «EleSi»JSC «Yugorsk Territorial Energy Company – Regional Networks»The article offers a method for identifying parameters of mathematical models of electrical complexes and systems. The method is designed to create a system for monitoring the influence of nonlinear components of electrical complexes and systems in their deep interaction on the quality of electrical energy in the load node. The application of the coefficient of variation of parameters as a criterion for evaluating the reliability of identification of parameters of mathematical models is justified. As the initial information, digitized data of the voltage at the point of common connection and the currents of individual components of the analyzed complex are used. The mathematical apparatus of identification is based on a modification of the Marquardt method. A series of computational experiments confirms the main theoretical provisions of the article. It is shown that it is possible to identify the parameters of models of complex components with a significantly nonlinear form of stress at the point of common connection.https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2020/6%20(174)/33-39%20%D0%9A%D0%BE%D0%B2%D0%B0%D0%BB%D1%91%D0%B2%20%D0%92.%20%D0%97.,%20%D0%A9%D0%B5%D1%80%D0%B1%D0%B0%D0%BA%D0%BE%D0%B2%20%D0%90.%20%D0%93.,%20%D0%90%D1%80%D1%85%D0%B8%D0%BF%D0%BE%D0%B2%D0%B0%20%D0%9E.%20%D0%92.%20%D0%B8%20%D0%B4%D1%80..pdfelectrotechnical complexpoint of general connectionquality of electric energyoptimizationmarquardt methodidentification of parameters of mathematical models |
| spellingShingle | V. Z. Kovalev A. G. Scherbakov O. V. Arkhipova S. V. Langraf D. S. Bunkov S. S. Esin Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction Омский научный вестник electrotechnical complex point of general connection quality of electric energy optimization marquardt method identification of parameters of mathematical models |
| title | Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction |
| title_full | Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction |
| title_fullStr | Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction |
| title_full_unstemmed | Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction |
| title_short | Identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction |
| title_sort | identification of parameters of mathematical models of nonlinear components of electrical complexes and systems in their deep interaction |
| topic | electrotechnical complex point of general connection quality of electric energy optimization marquardt method identification of parameters of mathematical models |
| url | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2020/6%20(174)/33-39%20%D0%9A%D0%BE%D0%B2%D0%B0%D0%BB%D1%91%D0%B2%20%D0%92.%20%D0%97.,%20%D0%A9%D0%B5%D1%80%D0%B1%D0%B0%D0%BA%D0%BE%D0%B2%20%D0%90.%20%D0%93.,%20%D0%90%D1%80%D1%85%D0%B8%D0%BF%D0%BE%D0%B2%D0%B0%20%D0%9E.%20%D0%92.%20%D0%B8%20%D0%B4%D1%80..pdf |
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