Paper Info
Title
Application of adaptive fuzzy control in the variable speed wind turbines
Abstract
In order to maximize energy capturing in wind turbines, the wind turbine generator needs to tune the speed of the wind turbine according to the wind. As it is obvious from the literatures, conventional controllers have low efficiency to obtain the better dynamic quality and robustness based on the mathematic models due to uncertainty of wind speed and wind direction. In this paper, an adaptive fuzzy controller is proposed for the variable speed wind power system with uncertain model parameters and force disturbances. The control scheme is based on indirect adaptive fuzzy method using feedback linearization. The uncertainties are approximated by a fuzzy approximator and an adaptive law improves the approximation. The stability of the proposed controller is proved using lyapunov method. Simulation results indicate that the strong robustness and better tracking performance can be achieved rather than a conventional PI controller.
Year
DOI
Venue
2012
10.1007/978-3-642-33478-8_44
AICI
Keywords
Field
DocType
variable speed wind turbine,adaptive law,adaptive fuzzy controller,variable speed wind power,wind turbine generator,fuzzy approximator,wind turbine,conventional pi controller,wind speed,conventional controller,wind direction,feedback linearization
Control theory,Wind speed,PID controller,Computer science,Control theory,Fuzzy logic,Wind direction,Turbine,Fuzzy control system,Wind power
Conference
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Mohamad Eydani Asl100.34
Seyed Hamidreza Abbasi200.34
Faridoon Shabaninia3216.74