Title of article
Enhancing the step response curve for rectifier current of HVDC system based on artificial neural network controller
Author/Authors
Jabban, Taha Muhamad Aleppo University - Faculty of Electric Electronic Engineering - Department of Power Engineering, Syria , Alali, Mohamad Alaa Eddin Aleppo University - Faculty of Electric Electronic Engineering - Department of Power Engineering, Syria , Mansoor, Abdul Kareem Zawba Technical College - Department of Technical Power Engineering, Iraq , Hamoodi, Ali Nathem Aleppo University - Faculty of Electric Electronic Engineering - Department of Power Engineering, Syria
From page
181
To page
192
Abstract
An artificial neural network (ANN) based current controller for a high voltage direct current (HVDC) transmission link, composed of an ANN trained off-line in parallel with a robust PI controller, is described in this paper. Different ANN architectures are investigated for this ANN controller. Comparisons between the responses obtained with the PI and ANN controllers for the rectifier of a HVDC transmission system are made for various system ANN parameters (learning rate and momentum term) contingencies and it is shown that the later has many attractive features.
Keywords
HVDC system , AC , DC converter , PI , controller , ANN , controller
Journal title
Journal Of King Saud University - Engineering Sciences
Journal title
Journal Of King Saud University - Engineering Sciences
Record number
2609565
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