Title :
Self-tuning Fuzzy PI scheme for DTC Induction Motor drive
Author :
Sujatha, K. Naga ; Vaisakh, K.
Author_Institution :
Dept. of Electr. Eng., Andhra Univ., Visakhapatnam, India
Abstract :
In this paper, a robust self-tuning fuzzy speed controller for direct torque control using space vector modulation (SVM) technique is proposed for the high performance drives of induction motor. The design of robust self-tuning fuzzy speed controller greatly affects the performance of Induction Motor (IM) fed with a Voltage Source Inverter (VSI). The performance of the proposed self-tuning Fuzzy PI controller is compared with the corresponding fuzzy logic controller and PI controller. The performance index based on speed error is assigned to provide a numerical comparison among different controllers. When compared with other methods, the torque ripples are reduced remarkably with the proposed method. Simulation results verify the validity of the proposed method.
Keywords :
PI control; fuzzy control; induction motor drives; machine control; torque control; DTC induction motor drive; PI controller; direct torque control; fuzzy logic controller; fuzzy speed controller; self-tuning fuzzy PI scheme; space vector modulation; torque ripples; voltage source inverter; DTC; Fuzzy logic controller; Proposed Self-Tuned Fuzzy PI Controller; Space- Vector Modulation;
Conference_Titel :
Power and Energy Society General Meeting, 2010 IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-6549-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2010.5589902