DocumentCode
59357
Title
LPV Identification of Wind Turbine Rotor Vibrational Dynamics Using Periodic Disturbance Basis Functions
Author
Gebraad, P.M.O. ; van Wingerden, Jan-Willem ; Fleming, P.A. ; Wright, Alan D.
Author_Institution
Delft Center for Syst. & Control, Delft Univ. of Technol., Delft, Netherlands
Volume
21
Issue
4
fYear
2013
fDate
Jul-13
Firstpage
1183
Lastpage
1190
Abstract
This brief presents an identification experiment performed on the coupled dynamics of the edgewise bending vibrations of the rotor blades and the in-plane motion of the drivetrain of three-bladed wind turbines. These dynamics vary with rotor speed, and are subject to periodic wind flow disturbances. This brief demonstrates that this time-varying behavior can be captured in a linear parameter-varying (LPV) model with the rotor speed as the scheduling signal, and with additional sinusoidal inputs that are used as basis functions for the periodic wind flow disturbances. By including these inputs, the predictor-based LPV subspace identification approach (LPV PBSIDopt) was tailored for wind turbine applications. Using this tailor-made approach, the LPV model is identified from data measured with the three-bladed Controls Advanced Research Turbine (CART3) at the National Renewable Energy Laboratory´s National Wind Technology Center.
Keywords
aerodynamics; blades; rotors; vibrations; wind turbines; LPV PBSI algorithm; LPV identification; LPV subspace identification approach; National Renewable Energy Laboratory´s National Wind Technology Center; drivetrain in-plane motion; edgewise bending vibrations; linear parameter varying model; periodic wind disturbance basis functions; rotor blades; rotor speed; scheduling signal; three-bladed controls advanced research turbine; wind turbine rotor vibrational dynamics; Linear parameter-varying (LPV) systems; system identification; wind turbine rotors;
fLanguage
English
Journal_Title
Control Systems Technology, IEEE Transactions on
Publisher
ieee
ISSN
1063-6536
Type
jour
DOI
10.1109/TCST.2013.2257775
Filename
6515656
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