DocumentCode
3083447
Title
A novel type-2 fuzzy logic control of induction motor drive using space vector PWM
Author
Naik, N. Venkataramana ; Singh, S.P.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol., Roorkee, Roorkee, India
fYear
2012
fDate
7-9 Dec. 2012
Firstpage
1142
Lastpage
1147
Abstract
This paper presents space vector PWM (SVPWM) technique for Scalar Control of induction motor drive, SVPWM gives the lower ripples in current and voltage with low torque distortion, further the switching losses are reduced for a given switching frequency due to single switching transition takes place in each state of the vector. The PI-control (PIC) doesn´t give the good dynamic performance of the induction motor drive using two level Voltage Source Inverter due to sudden changes in the load and speed. Further to improve dynamic performance in the torque and Flux of induction motor drive is simulated using type-2 fuzzy logic control, which is replaced by PI-Control. The concept of type-2 fuzzy set was initially proposed is an extension of classical (type-1) fuzzy sets. Type-2 fuzzy sets are very useful in circumstances where it is difficult to determine an exact membership function for a fuzzy set; hence they are very effective for dealing with uncertainties. However, type-2 fuzzy sets are more difficult to understand than type-1 fuzzy sets. Even in the face of these difficulties, type-2 fuzzy logic has found applications in many fields like decision making in critical load.
Keywords
PWM invertors; angular velocity control; decision making; electric current control; fuzzy control; fuzzy set theory; induction motor drives; load regulation; losses; machine vector control; switching convertors; torque control; voltage control; PI-control; PIC; SVPWM; current ripple; decision making; induction motor drive; membership function; scalar control technique; space vector PWM; speed control; switching frequency loss; torque distortion; two level voltage source inverter; type-1 fuzzy set concept; type-2 fuzzy logic control; type-2 fuzzy set concept; Fuzzy logic; Fuzzy sets; Induction motors; Pulse width modulation; Torque; Uncertainty; Vectors; Space Vector PWM; Two level Voltage Source Inverter and Scalar Control of Induction Motor; Type-2 Fuzzy logic Control;
fLanguage
English
Publisher
ieee
Conference_Titel
India Conference (INDICON), 2012 Annual IEEE
Conference_Location
Kochi
Print_ISBN
978-1-4673-2270-6
Type
conf
DOI
10.1109/INDCON.2012.6420789
Filename
6420789
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