Title :
Comparative Performance Analysis of Vector Controlled Induction Motor Drive for Neural Controller and DSP Implemented PI Controller
Author :
Tajne, Sachin K. ; Srivastava, Satya P.
Author_Institution :
Indian Inst. of Technol., Roorkee, India
Abstract :
This paper presents the speed control scheme of VSI fed indirect vector controlled induction motor (IM) drive. SVPWM technique is used to operate the proposed IM drive. The dynamic performance of drive system is compared with Neural Controller and DSP implemented PI controller in speed feedback loop. Decoupling of the stator current into torque and flux producing (d-q) current components model of an induction motor is involved in the indirect vector control. The torque component iqs current of an IM is developed by an intelligent neural controller. Simulation of Neural scheme is compared with experimental results of DSP implemented conventional PI controller.
Keywords :
PI control; induction motor drives; machine control; neurocontrollers; DSP implemented PI controller; SVPWM technique; comparative performance analysis; indirect vector controlled induction motor drive; neural controller; space vector pulse width modulation; Artificial neural networks; Digital signal processing; Induction motors; Machine vector control; Space vector pulse width modulation; Torque; Vectors; DSP; Indirect Vector Control (IVC); Neural controller; PI Controller; Space Vector Pulse Width Modulation (SVPWM);
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2012 International Conference on
Conference_Location :
Rajkot
Print_ISBN :
978-1-4673-1538-8
DOI :
10.1109/CSNT.2012.67