A novel online training neural network-based algorithm for wind speed estimation and adaptive control of PMSG wind turbine system for maximum power extraction
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- 作者：Fernando Jaramillo-Lopeza ; jaramillo@lss.supelec.fr" class="auth_mail" title="E-mail the corresponding author ; Godpromesse Kenneb ; gokenne@yahoo.com" class="auth_mail" title="E-mail the corresponding author ; Francoise Lamnabhi-Lagarriguea ; lamnabhi@lss.supelec.fr" class="auth_mail" title="E-mail the corresponding author
- 关键词：Wind turbine systems ; Wind speed estimation ; Nonlinear systems ; Artificial neural networks ; Backstepping control
- 刊名：Renewable Energy
- 出版年：2016
- 出版时间：February 2016
- 年：2016
- 卷：86
- 期：Complete
- 页码：38-48
- 全文大小：1625 K
文摘
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Adaptive control of nonlinear systems.
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MPPT of wind turbine systems with theoretical stability analysis.
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New wind speed estimation algorithm.
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Better performance in numerical simulations than an SPBC adaptive scheme.