Artificial Neural Network Controller for Reducing the Total Harmonic Distortion (THD) in HVDC

( Vol-4,Issue-1,January 2018 )

Author(s): Dr. Ali Nathem Hamoodi, Rasha Abdul-nafaa Mohammed

Total View : 1279
Downloads : 166
Page No: 066-073
DOI: 10.22161/ijaems.4.1.11

Keywords:

HVDC, VSC, THD , SVPWM, ANN.

Abstract:

A neural network based space vector modulation (SVM) of voltage source inverter is proposed. The voltage source converter (VSC) is highly used in high voltage direct current (HVDC) transmission so that a detailed analysis and transmission of this system is carried out. In addition, a non-linear neural network controller is proposed to control the space vector pulse width modulation (SVPWM) to reduce the total harmonic distortion (THD) of the converter (inverter) output voltage. The inverter outputcurrent is analyzed with two switching frequency 1050Hz and1450Hz with and without proposed ANN controller. The results show a THD enhancement about 0.74 % for 1050Hz and 0.68 % for 1450Hz.

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