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International Journal of Advanced
Engineering, Management and Science

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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

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.

ijaers doi crossrefDOI:

10.22161/ijaems.4.1.11

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References:

[1] Vijay, K. Sood "HVDC and FACTS Controllers" Kluwer power electronics and power editions series, 2004.
[2] Michael, P., Johnson, B., and B " the ABC of HVDC Transmission Technologies" , power and energy magazine, 5, March/Aplil 2007.
[3] Padiyar, K.R., Prabhu, N., " Modeling Control Design and Analysis of VSC Based HVDC Transmission" Paper published in POWERCOM 2004, 21-24 November, Singapore.
[4] Guangkai, Li., et al " Research on Dynamic Characteristics of VSC-HVDC System " power Engineering Society General Meeting , IEEE, 2006.
[5] Song, R., et al. " VSCs Based HVDC and its Control Strategy" Electric Power Research Institute, Beijing, China, IEEE/PES Transmission and Distribution Conference 2005.
[6] Vironis, T. D., et al " Optimal Integration Fan Offshore Wind Farm to a Weak AC Grid" IEEE Transactions on Power delivery , 21,2, April 2006.
[7] Subrata, K.,Joao,O.P.,Bimal, K.,"A Neural-Network-Based Space-Vector PWM Controller for a Three-Level Voltage-Fed Inverter Induction Motor Drive" IEEE Transactions on Industry Applications, 38,3,PP:660-669, 2002.
[8] Vassilios, G.,A., Georgios, D., D., Nikolas, F., " Recent Advances in High-Voltage Direct-Current Power Transmission Systems",
[9] Van, H. W., Skudelny, H.C., Stank, G., " Analysis and Realization of a Pulse Width Modulator Based on Voltage Space Vectors" IEEE Transactions Industry Applications Application, 24, 1,pp:1530-1535, 1998.
[10] Bakhshai,A., Joos, G., Esinoza, J., "Fst Space Vector Moulation Based on a Neurocomuting Digital Signal Processor", in Proc. APEC'97,pp: 872-878, 1997.
[11] Amitava D., Debasish L and Barnali K" Space Vector PWM Based AC Output Voltage Contrrol of Z- Source Inverter" IEEE Transactions on Industry Applications, January 2, 2010.
[12] "Pulse­WidthModulation(PWM)Technique"www2.ece.ohio­state.edu/ems/PowerConverter/lect25.ppt
[13] Abdul Hamid B. and PramodA."An Artificial- Neural – Network- Based Space Vector PWM of a Three-Phase High Power Factor Converter for Power Quality Improvement" IEEE Transactions on Industry Applications, January 2, 2010.
[14] L. Fausett, "Fundamental of Neural Networks, Architectures, Algorithms and applications", Printice Hall Int. Snc., 1994.