Machine learning–based piecewise affine model of wind turbines during maximum power point tracking

Machine learning–based piecewise affine model of wind turbines during maximum power point tracking

Abstract In this paper, a discrete‐time piecewise affine (PWA) model of a wind turbine during Maximum Power Point Tracking (MPPT) region is identified. A clustering‐based identification method is utilized to create PWA maps for nonlinear aerodynamic torque and thrust force functions. This method exp...

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Bibliographic Details
Main Authors: Peyman Sindareh‐Esfahani, Jeff Pieper
Format: Article
Language:English
Published: Wiley 2020-02-01
Series:Wind Energy
Subjects:
classification
clustering‐based identification
machine learning
piecewise affine model
regression
system identification
Online Access:https://doi.org/10.1002/we.2440

Internet

https://doi.org/10.1002/we.2440

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