Title :
Design of Neural Hysteris Band PWM Current Controller
Author :
Yadaiah, N. ; Priya, A. Krishna ; Das, G. Tulasi Ram
Author_Institution :
Dept. of Electr. & Electron. Eng., Jawaharlal Nehru Univ., New Delhi
Abstract :
This paper presents a neural network based current controller for a voltage source inverter. A fixed band hysteresis pulse width modulation controller is realized through an artificial neural network. A feed forward multilayer neural network is used for this purpose. The performance of the proposed neural hysteresis band pulse width modulation controller is compared with that of conventional hysteresis band pulse width modulation controller
Keywords :
PWM invertors; control system synthesis; electric current control; feedforward neural nets; neurocontrollers; artificial neural network; feed forward multilayer neural network; fixed band hysteresis pulse width modulation controller; neural hysteresis band PWM current controller; neural network based current controller; voltage source inverter; Artificial neural networks; Feedforward neural networks; Feeds; Hysteresis; Multi-layer neural network; Neural networks; Pulse width modulation; Pulse width modulation inverters; Space vector pulse width modulation; Voltage control; Artificial Neural Networks; Hysteresis band; PWM controller; Voltage source inverter;
Conference_Titel :
Industrial Electronics and Applications, 2006 1ST IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-9513-1
Electronic_ISBN :
0-7803-9514-X
DOI :
10.1109/ICIEA.2006.257207
