Artificial neural network based hysteresis current controller for single-phase inverter

Author

Karabag, Y. ; Erfidan, T. ; Urgun, S. ; Abut, N.

Author_Institution

Dept. of Electr. Eng., Kocaeli Univ., Turkey

Volume

1

fYear

2004

Firstpage

339

Abstract

Single-phase inverters are specially used in the power supplies of computer units which placed in Telecom centrals. Being the voltage produced in an inverter is harmonically composed, causes a problem. In this study, in order to make the voltage on the load constant hysteresis current control was made by using the ability of learning and guessing the Neural Networks. The necessary simulations and harmonic analysis were made by using Matlab Simulink packet program.

Keywords

electric current control; harmonic analysis; hysteresis; invertors; neural nets; power supplies to apparatus; power system control; voltage control; Matlab Simulink packet program; Telecom centrals; artificial neural network; computer units; guessing ability; harmonic analysis; hysteresis current controller; inverter voltage; learning ability; load constant hysteresis current control; neural networks; power supplies; single-phase inverter; Analytical models; Artificial neural networks; Current control; Hysteresis; Inverters; Neural networks; Power supplies; Telecommunication computing; Telecommunication control; Voltage;

fLanguage

English

Publisher

ieee

Conference_Titel

Electrotechnical Conference, 2004. MELECON 2004. Proceedings of the 12th IEEE Mediterranean

Print_ISBN

0-7803-8271-4

Type

conf

DOI

10.1109/MELCON.2004.1346865

Filename

1346865