SCADA Data-Based Support Vector Machine Wind Turbine Power Curve Uncertainty Estimation and Its Comparative Studies

Power curves, supplied by turbine manufacturers, are extensively used in condition monitoring, energy estimation, and improving operational efficiency. However, there is substantial uncertainty linked to power curve measurements as they usually take place only at hub height. Data-driven model accura...

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Autors principals:	Ravi Pandit, Athanasios Kolios
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2020-12-01
Col·lecció:	Applied Sciences
Matèries:	wind turbines power curves SCADA datasets condition monitoring machine learning support vector machines
Accés en línia:	https://www.mdpi.com/2076-3417/10/23/8685
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