Multivariate Data-Driven Models for Wind Turbine Power Curves including Sub-Component Temperatures

Multivariate Data-Driven Models for Wind Turbine Power Curves including Sub-Component Temperatures

The most commonly employed tool for wind turbine performance analysis is the power curve, which is the relation between wind intensity and power. The diffusion of SCADA systems has boosted the adoption of data-driven approaches to power curves. In particular, a recent research line involves multivar...

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Bibliographic Details
Main Authors: Davide Astolfi, Ravi Pandit, Andrea Lombardi, Ludovico Terzi
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Energies
Subjects:
wind energy
wind turbines
power curve
data analysis
multivariate regression
performance analysis
Online Access:https://www.mdpi.com/1996-1073/16/1/165

Internet

https://www.mdpi.com/1996-1073/16/1/165

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