Title :
Comparison of Conventional, Fuzzy Logic and Neural Based HBPWM Current Controllers
Author :
Yadaiah, Narri ; Kumar, N. Ravi ; Das, G. Tulasi Ram
Author_Institution :
Jawaharlal Nehru Technol. Univ., Hyderabad
Abstract :
This paper presents intelligent approach and model based approach for implementation of hysteresis band PWM current controller, a voltage source inverter. Current controlled voltage source inverters offer substantial advantages in improving motor system dynamics for high performance ac drive systems. This paper compares the performance of conventional, fuzzy and neural networks methods by simulating an indirect vector control of induction motor.
Keywords :
AC motor drives; fuzzy control; machine vector control; neurocontrollers; fuzzy logic; high performance ac drive systems; hysteresis band; indirect vector control; induction motor; motor system dynamics; neural based HBPWM current controllers; voltage source inverter; AC motors; Control systems; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Hysteresis motors; Machine vector control; Neural networks; Pulse width modulation inverters; Voltage control;
Conference_Titel :
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9490-9
DOI :
10.1109/IJCNN.2006.247255
