DocumentCode :
2354461
Title :
Fuzzy logic based intelligent control of a variable speed cage machine wind generation system
Author :
Simões, Godoy M. ; Bose, Bimal K. ; Spiegel, Ronald I.
Author_Institution :
Dept. of Electr. Eng., Tennessee Univ., Knoxville, TN, USA
Volume :
1
fYear :
1995
fDate :
18-22 Jun 1995
Firstpage :
389
Abstract :
The paper describes a variable speed wind generation system where fuzzy logic principles are used for efficiency optimization and performance enhancement control. A squirrel cage induction generator feeds the power to double-sided pulse width modulated converter system which pumps power to a utility grid or can supply to an autonomous system. The generation system has fuzzy logic control with vector control in the inner loops. A fuzzy controller tracks the generator speed with the wind velocity to extract the maximum power. A second fuzzy controller programs the machine flux for light load efficiency improvement, and a third fuzzy controller gives robust speed control against wind gust and turbine oscillatory torque. The complete control system has been developed, analysed, validated by simulation study, and then performances have been evaluated in detail
Keywords :
PWM power convertors; asynchronous generators; fuzzy control; intelligent control; machine control; magnetic flux; magnetic variables control; optimisation; robust control; variable speed gear; velocity control; wind turbines; autonomous system; double-sided pulse width modulated converter; efficiency optimization; fuzzy logic control; intelligent control; light load efficiency improvement; machine flux control; performance enhancement control; robust speed control; squirrel cage induction generator; turbine oscillatory torque; utility grid; variable speed cage machine; vector control; wind generation system; wind gust; Control systems; Fuzzy control; Fuzzy logic; Induction generators; Intelligent control; Pulse width modulation converters; Torque control; Velocity control; Wind energy generation; Wind speed;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics Specialists Conference, 1995. PESC '95 Record., 26th Annual IEEE
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-2730-6
Type :
conf
DOI :
10.1109/PESC.1995.474840
Filename :
474840
Link To Document :
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