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...
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2018-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8432453/ |
id |
doaj-3ea3b3f6a62b42aaaeac5494dcbec58b |
---|---|
record_format |
Article |
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/ |
work_keys_str_mv |
AT sizhechen anaerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT guozhuanxiong anaerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT guidongzhang anaerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT samsonshenglongyu anaerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT herberthochingiu anaerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT tyronefernando anaerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT yunzhang anaerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT sizhechen aerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT guozhuanxiong aerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT guidongzhang aerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT samsonshenglongyu aerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT herberthochingiu aerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT tyronefernando aerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs AT yunzhang aerodynamicsbasednoveloptimalpowerextractionstrategyforoffshorewindfarmswithcentralvscs |
_version_ |
1724193291380981760 |