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

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

12th IEEE Mediterranean Electrotechnical Conference (MELECON 2004), Dubrovnik, Croatia, 12 - 15 May 2004, pp.339-341 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/melcon.2004.1346865
  • City: Dubrovnik
  • Country: Croatia
  • Page Numbers: pp.339-341
  • Kocaeli University Affiliated: Yes

Abstract

Single-phase inverters are specially used in the power supplies of computer units, which placed in Telecom centrals. Being the voltage produced in a 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.