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
Link To Document :
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