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A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm
This paper proposes an optimal reactive power control method to maximize wind farm revenue and minimize the total electrical losses of a doubly-fed induction generator (DFIG)-based wind farm. Specifically, the split Bregman method is used to solve the optimal control problem in a distributed manner....
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9649809/ https://www.ncbi.nlm.nih.gov/pubmed/36357426 http://dx.doi.org/10.1038/s41598-022-17761-4 |
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author | Rong, Fei He, Lingqi Huang, Sheng Lyu, Mingcheng He, Chao Li, Xueping Zhao, Chunyi |
author_facet | Rong, Fei He, Lingqi Huang, Sheng Lyu, Mingcheng He, Chao Li, Xueping Zhao, Chunyi |
author_sort | Rong, Fei |
collection | PubMed |
description | This paper proposes an optimal reactive power control method to maximize wind farm revenue and minimize the total electrical losses of a doubly-fed induction generator (DFIG)-based wind farm. Specifically, the split Bregman method is used to solve the optimal control problem in a distributed manner. That is, the optimization problem is decomposed into sub-problems by the optimal distributed control strategy, and each sub-problem is solved independently in each local controller through the parallel method, which reduces the calculating burden and improves the information privacy. Thus, when a fault occurs, the proposed distributed control strategy can overcome the system fault and improve the reliability and security of the system. Furthermore, an economic financial model of annual revenue is contributed to examine the income impact with or without certified emission reduction (CER) by the clean development mechanism (CDM). Compared with the dual ascent (DA) method, sequential quadratic programming (SQP) method and the proportional dispatch method (PDM), the annual revenue (AR) of the wind farm using the proposed split Bregman method is the highest. Simulation results demonstrate that this method has promising performance in both optimization quality and computational efficiency. |
format | Online Article Text |
id | pubmed-9649809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96498092022-11-15 A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm Rong, Fei He, Lingqi Huang, Sheng Lyu, Mingcheng He, Chao Li, Xueping Zhao, Chunyi Sci Rep Article This paper proposes an optimal reactive power control method to maximize wind farm revenue and minimize the total electrical losses of a doubly-fed induction generator (DFIG)-based wind farm. Specifically, the split Bregman method is used to solve the optimal control problem in a distributed manner. That is, the optimization problem is decomposed into sub-problems by the optimal distributed control strategy, and each sub-problem is solved independently in each local controller through the parallel method, which reduces the calculating burden and improves the information privacy. Thus, when a fault occurs, the proposed distributed control strategy can overcome the system fault and improve the reliability and security of the system. Furthermore, an economic financial model of annual revenue is contributed to examine the income impact with or without certified emission reduction (CER) by the clean development mechanism (CDM). Compared with the dual ascent (DA) method, sequential quadratic programming (SQP) method and the proportional dispatch method (PDM), the annual revenue (AR) of the wind farm using the proposed split Bregman method is the highest. Simulation results demonstrate that this method has promising performance in both optimization quality and computational efficiency. Nature Publishing Group UK 2022-11-10 /pmc/articles/PMC9649809/ /pubmed/36357426 http://dx.doi.org/10.1038/s41598-022-17761-4 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 Rong, Fei He, Lingqi Huang, Sheng Lyu, Mingcheng He, Chao Li, Xueping Zhao, Chunyi A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm |
title | A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm |
title_full | A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm |
title_fullStr | A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm |
title_full_unstemmed | A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm |
title_short | A split Bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm |
title_sort | split bregman method solving optimal reactive power dispatch for a doubly-fed induction generator-based wind farm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9649809/ https://www.ncbi.nlm.nih.gov/pubmed/36357426 http://dx.doi.org/10.1038/s41598-022-17761-4 |
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