Perspectives on SCADA Data Analysis Methods for Multivariate Wind Turbine Power Curve Modeling

Perspectives on SCADA Data Analysis Methods for Multivariate Wind Turbine Power Curve Modeling

Wind turbines are rotating machines which are subjected to non-stationary conditions and their power depends non-trivially on ambient conditions and working parameters. Therefore, monitoring the performance of wind turbines is a complicated task because it is critical to construct normal behavior mo...

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Bibliographic Details
Main Author: Davide Astolfi
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Machines
Subjects:
wind energy
wind turbines
power curve
SCADA data
multivariate regression
data-driven models
Online Access:https://www.mdpi.com/2075-1702/9/5/100

Internet

https://www.mdpi.com/2075-1702/9/5/100

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