Title :
TYPE-2 Fuzzy based SVM for two-level inverter fed induction motor drive
Author :
Durgasukumar, G. ; Abhiram, T. ; Pathak, M.K.
Author_Institution :
Electr. & Electron. Eng. Dept., Sreenidhi Inst. of Sci. & Technol., Hyderabad, India
Abstract :
Space vector modulation is a widely used pulse width modulation technique for variable speed drive application. This paper proposes Type-2 Fuzzy based space vector modulation technique for voltage source inverter. The proposed TYPE-2 Fuzzy network is independent of the switching frequency. The performance of TYPE-2 Fuzzy controlled drive is compared with the conventional SVM based drive. The THD values of simulation of inverter voltages for 15 kHz switching frequencies are presented.
Keywords :
fuzzy set theory; induction motor drives; invertors; power engineering computing; support vector machines; variable speed drives; THD; Type-2 fuzzy controlled drive based SVM; frequency 15 kHz; space vector modulation; switching frequency; two-level inverter fed induction motor drive; voltage source inverter; Fuzzy logic; Fuzzy sets; Inverters; Modulation; Support vector machines; Switches; Vectors; Induction Motor; Space vector modulation(SVM); TYPE-2 Fuzzy Logic Systems (T2FLS); Total Harmonic Distortion (THD); Two-level inverter;
Conference_Titel :
Power Electronics (IICPE), 2012 IEEE 5th India International Conference on
Conference_Location :
Delhi
Print_ISBN :
978-1-4673-0931-8
DOI :
10.1109/IICPE.2012.6450468
