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

fYear

2006

fDate

24-26 May 2006

Firstpage

1

Lastpage

5

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/ICIEA.2006.257207

Filename

4025824