A data-driven, cooperative wind farm control to maximize the total power production
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- 作者：Jinkyoo Park ; jkpark11@stanford.edu" class="auth_mail" title="E-mail the corresponding author ; Kincho H. Law law@stanford.edu" class="auth_mail" title="E-mail the corresponding author
- 关键词：Wind farm power production ; Cooperative control ; Model-free optimization ; Bayesian optimization ; Bayesian Ascent algorithm
- 刊名：Applied Energy
- 出版年：2016
- 出版时间：1 March 2016
- 年：2016
- 卷：165
- 期：Complete
- 页码：151-165
- 全文大小：3497 K
文摘
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The Bayesian Ascent algorithm can monotonically increase the total wind farm power.
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The cooperative control strategy can further increase the total wind farm power.
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The decentralized wind farm control approach can reduce the required iterations.
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A data-driven, cooperative wind farm control approach is a promising alternative.