An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCs

Costly distributed converters are used in traditional offshore wind turbine generators (WTGs); recently, centralized voltage source converters (CVSC) have been utilized to replace the distributed ones for cost reduction. This method, however, reduces the wind energy that can be harvested from the en...

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Main Authors: Si-Zhe Chen, Guozhuan Xiong, Guidong Zhang, Samson Shenglong Yu, Herbert Ho-Ching Iu, Tyrone Fernando, Yun Zhang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8432453/
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spelling doaj-3ea3b3f6a62b42aaaeac5494dcbec58b2021-03-29T21:13:57ZengIEEEIEEE Access2169-35362018-01-016443514436110.1109/ACCESS.2018.28646008432453An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCsSi-Zhe Chen0Guozhuan Xiong1Guidong Zhang2https://orcid.org/0000-0002-2371-2890Samson Shenglong Yu3Herbert Ho-Ching Iu4Tyrone Fernando5https://orcid.org/0000-0002-2983-7344Yun Zhang6https://orcid.org/0000-0002-8085-3454School of Automation, Guangdong University of Technology, Guangzhou, ChinaSchool of Automation, Guangdong University of Technology, Guangzhou, ChinaSchool of Automation, Guangdong University of Technology, Guangzhou, ChinaSchool of Electrical, Electronics, and Computer Engineering, The University of Western Australia, Perth, WA, AustraliaSch. of Electr., Electron. & Comput. Eng., Univ. of Western Australia, Perth, WA, AustraliaSchool of Electrical, Electronics, and Computer Engineering, The University of Western Australia, Perth, WA, AustraliaSchool of Automation, Guangdong University of Technology, Guangzhou, ChinaCostly distributed converters are used in traditional offshore wind turbine generators (WTGs); recently, centralized voltage source converters (CVSC) have been utilized to replace the distributed ones for cost reduction. This method, however, reduces the wind energy that can be harvested from the environment, since all WTGs' synchronous rotational speeds depend on the frequency of the same CVSC but their wind speeds are generally different. To solve this problem, in this paper, a novel power optimization model is developed based on the aerodynamic characteristics of the wind in contact with the turbines. It is followed with the proposal of a novel maximum power generation strategy, using the particle swarm optimization algorithm. The proposed optimal power extraction (OPE) strategy can achieve the maximum power generation, and at the same time limit the excess power output to enhance operational safety. Simulation studies are conducted in this paper to validate the proposed OPE strategy for WTGs, which demonstrate the superiority of the proposed OPE strategy in harnessing the maximum energy from wind, in comparison to the existing method.https://ieeexplore.ieee.org/document/8432453/Centralized voltage source convertersoptimal power extractionparticle swarm optimizationwind energy
collection DOAJ
language English
format Article
sources DOAJ
author Si-Zhe Chen
Guozhuan Xiong
Guidong Zhang
Samson Shenglong Yu
Herbert Ho-Ching Iu
Tyrone Fernando
Yun Zhang
spellingShingle Si-Zhe Chen
Guozhuan Xiong
Guidong Zhang
Samson Shenglong Yu
Herbert Ho-Ching Iu
Tyrone Fernando
Yun Zhang
An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCs
IEEE Access
Centralized voltage source converters
optimal power extraction
particle swarm optimization
wind energy
author_facet Si-Zhe Chen
Guozhuan Xiong
Guidong Zhang
Samson Shenglong Yu
Herbert Ho-Ching Iu
Tyrone Fernando
Yun Zhang
author_sort Si-Zhe Chen
title An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCs
title_short An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCs
title_full An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCs
title_fullStr An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCs
title_full_unstemmed An Aerodynamics-Based Novel Optimal Power Extraction Strategy for Offshore Wind Farms With Central VSCs
title_sort aerodynamics-based novel optimal power extraction strategy for offshore wind farms with central vscs
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description Costly distributed converters are used in traditional offshore wind turbine generators (WTGs); recently, centralized voltage source converters (CVSC) have been utilized to replace the distributed ones for cost reduction. This method, however, reduces the wind energy that can be harvested from the environment, since all WTGs' synchronous rotational speeds depend on the frequency of the same CVSC but their wind speeds are generally different. To solve this problem, in this paper, a novel power optimization model is developed based on the aerodynamic characteristics of the wind in contact with the turbines. It is followed with the proposal of a novel maximum power generation strategy, using the particle swarm optimization algorithm. The proposed optimal power extraction (OPE) strategy can achieve the maximum power generation, and at the same time limit the excess power output to enhance operational safety. Simulation studies are conducted in this paper to validate the proposed OPE strategy for WTGs, which demonstrate the superiority of the proposed OPE strategy in harnessing the maximum energy from wind, in comparison to the existing method.
topic Centralized voltage source converters
optimal power extraction
particle swarm optimization
wind energy
url https://ieeexplore.ieee.org/document/8432453/
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