Title :
Type-2 fuzzy logic pitch controller for wind turbine rotor blades
Author :
Salim, O.M. ; Zohdy, M.A. ; Abdel-Aty-Zohdy, H. ; Dorrah, H.T. ; Kamel, A.M.
Author_Institution :
Electr. Eng. Dept., Benha Univ., Benha, Egypt
Abstract :
Wind energy contribution as a new source of green energy in electric utility systems around the world is on fast increase. One of the major challenges is its natural intermittency; unpredictability, and uncertainty. In this paper, two and three dimensional profiles are presented for the torque coefficient and turbine output torque surface response. Interval Type-2 Fuzzy Controllers (IT2FCs) are proposed to control the nonlinear pitch angle system of the rotor blades in variable speed wind turbine. The IT2FCs proposed in this paper were designed to deal with uncertainty and noisy inputs. In addition, the nonlinear pitch angle system is piecewise linearized based on two linear time invariant (LTI) models. The LTIs were controlled using a regional switched controller schemes that allow the controllers to cover the state space of the pitching system.
Keywords :
blades; fuzzy control; linear systems; machine control; nonlinear control systems; piecewise linear techniques; rotors; state-space methods; time-varying systems; torque; uncertain systems; wind power; wind turbines; IT2FCs; LTI models; electric utility systems; green energy; interval type-2 fuzzy controllers; linear time invariant models; noisy inputs; nonlinear pitch angle system control; piecewise linearization; pitching system; regional switched controller schemes; state space; three dimensional profiles; torque coefficient; turbine output torque surface response; two dimensional profiles; type-2 fuzzy logic pitch controller; uncertainty inputs; variable speed wind turbine; wind energy contribution; wind turbine rotor blades; Blades; Niobium; Rotors; Switches; Torque; Wind turbines; Interval Type-2 Fuzzy Logic Controller; Regional controller; Torque Coefficient; Uncertainty;
Conference_Titel :
Aerospace and Electronics Conference (NAECON), Proceedings of the 2011 IEEE National
Conference_Location :
Dayton, OH
Print_ISBN :
978-1-4577-1040-7
DOI :
10.1109/NAECON.2011.6183073