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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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Principais autores: Ravi Pandit, Athanasios Kolios
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2020-12-01
coleção:Applied Sciences
Assuntos:
wind turbines
power curves
SCADA datasets
condition monitoring
machine learning
support vector machines
Acesso em linha:https://www.mdpi.com/2076-3417/10/23/8685
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