Robust active yaw control for offshore wind farms using stochastic predictive control based on online adaptive scenario generation

Subject to the inherent high uncertainty of wind, the prediction for its speed and direction may be insufficiently accurate, the resulting decision actions of active yaw control (AYC) may degrade the power gain. Therefore, this paper proposes a data-driven stochastic model predictive control (SMPC)...

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Veröffentlicht in:	Ocean engineering Jg. 286; S. 115578
Hauptverfasser:	Wang, Yu, Wei, Shanbi, Yang, Wei, Chai, Yi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 15.10.2023
Schlagworte:	Active yaw control Adaptive scenario generation Offshore wind farm Parallel algorithm Stochastic predictive control Wind uncertainty Adaptive scenario generation Parallel algorithm Offshore wind farm Wind uncertainty Stochastic predictive control Active yaw control
ISSN:	0029-8018, 1873-5258
Online-Zugang:	Volltext
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