DocumentCode :
1287144
Title :
Fuzzy logic based intelligent control of a variable speed cage machine wind generation system
Author :
Simões, Marcelo Godoy ; Bose, Bimal K. ; Spiegel, Ronald J.
Author_Institution :
Sao Paulo Univ., Brazil
Volume :
12
Issue :
1
fYear :
1997
fDate :
1/1/1997 12:00:00 AM
Firstpage :
87
Lastpage :
95
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 a 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, analyzed, and validated by simulation study. Performances have then been evaluated in detail
Keywords :
PWM power convertors; asynchronous generators; fuzzy control; intelligent control; machine control; robust control; variable speed gear; velocity control; wind turbines; double-sided pulse width modulated converter; efficiency optimization; fuzzy controller; fuzzy logic based intelligent control; inner loops; light load efficiency improvement; machine flux programming; performance enhancement control; robust speed control; simulation; squirrel cage induction generator; turbine oscillatory torque; variable speed cage machine wind generation system; vector control; wind gust; wind velocity; 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
Journal_Title :
Power Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8993
Type :
jour
DOI :
10.1109/63.554173
Filename :
554173
Link To Document :
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