Title :
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
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;
Conference_Titel :
Electrotechnical Conference, 2004. MELECON 2004. Proceedings of the 12th IEEE Mediterranean
Print_ISBN :
0-7803-8271-4
DOI :
10.1109/MELCON.2004.1346865
