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Article:Power quality enhancement by Unified power Quality Conditioner Using ANN with Hysteresis Control

by RVD Rama Rao, Dr.Subhransu.Sekhar.Dash
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 6 - Number 1
Year of Publication: 2010
Authors: RVD Rama Rao, Dr.Subhransu.Sekhar.Dash
10.5120/1049-1362

RVD Rama Rao, Dr.Subhransu.Sekhar.Dash . Article:Power quality enhancement by Unified power Quality Conditioner Using ANN with Hysteresis Control. International Journal of Computer Applications. 6, 1 ( September 2010), 9-15. DOI=10.5120/1049-1362

@article{ 10.5120/1049-1362,
author = { RVD Rama Rao, Dr.Subhransu.Sekhar.Dash },
title = { Article:Power quality enhancement by Unified power Quality Conditioner Using ANN with Hysteresis Control },
journal = { International Journal of Computer Applications },
issue_date = { September 2010 },
volume = { 6 },
number = { 1 },
month = { September },
year = { 2010 },
issn = { 0975-8887 },
pages = { 9-15 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume6/number1/1049-1362/ },
doi = { 10.5120/1049-1362 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T19:54:14.229851+05:30
%A RVD Rama Rao
%A Dr.Subhransu.Sekhar.Dash
%T Article:Power quality enhancement by Unified power Quality Conditioner Using ANN with Hysteresis Control
%J International Journal of Computer Applications
%@ 0975-8887
%V 6
%N 1
%P 9-15
%D 2010
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The quality of the Electrical power is effected by many factors like harmonic contamination, due to non-linear loads, such as large thyristor power converters, rectifiers, voltage and current flickering due to arc in arc furnaces, sag and swell due to the switching of the loads etc. One of the many solutions is the use of a combined system of shunt and active series filters like unified power quality conditioner (UPQC) This device combines a shunt active filter together with a series active filter in a back-to-back configuration, to simultaneously compensate the supply voltage and the load current or to mitigate any type of voltage and current fluctuations and power factor correction in a power distribution network. The present work study the compensation principle and different control strategies used here are based on PI & ANN controller of the UPQC in detail. The control strategies are modeled using MATLAB/SIMULINK. The simulation results are listed in comparison of different control strategies and for the verification of results.

References
  1. L.H.Tey,P.L.So and Y.C.Chu,Unified power Quality Conditionar for improveing power Quality Using ANN with Hysterisis Control, IEEE Tran. Power Electronics, vol. 9, no.3, May 1994, pp. 1441-1446.
  2. Hirofumi Akagi, Trends in Active Power Line Conditioners, IEEE Tran. Power Electronics, vol. 9, no.3, May 1994, pp. 263-268.
  3. Janko Nastran, Rafael Cajhen, Matija Seliger, and Peter Jereb, Active Power Filter for Nonlinear AC Loads, IEEE Trans. Power Electronics, vol.9, no.1, Jan. 1994, pp. 92-96.
  4. E. Destobbeleer and L.Protin, On the Detection of Load Active Currents for Active Filter Control, IEEE Trans. Power Electronics, vol. 11, no.6, Nov. 1996, pp. 768-775.
  5. Mauricio Aredes, Jorgen Hafner, and Klemens Hermann, Three-Phase Four-Wire Shunt Active Filter Control Strategies, IEEE Trans. Power Electronics, vol.12, no.2, Mar. 1997, pp. 311-318.
  6. Hideaki Fujita and Hirofumi Akagi, the Unified Power Quality Conditioner: The Integration of Series- and Shunt- Active Filters, IEEE Tran. Power Electronics, vol. 13, no.2, Mar. 1998, pp.315-322.
  7. Fang Zheng Peng, George W. Ott Jr., and Donald J.Adams, “Harmonic and Reactive Power Compensation Based on the Generalized Instantaneous Reactive Power Theory for Three-Phase Four-Wire Systems, IEEE Trans,Power Electronics, vol.13, no.6, Nov. 1998, pp. 1174-1181.
  8. Kishore Chatterjee, B.G. Fernandes, and Gopal K.Dubey, An Instantaneous Reactiv Volt Ampere Compensator and Harmonic Suppressor System, IEEE Trans. Power Electronics,vol. 14, no.2, Mar.1999, pp. 381-392.
  9. Po-Tai Cheng, Subhashish Bhattacharya, and Deepak D. Divan, Line Harmonics Reduction in High-Power Systems Using Square-Wave Inverters-Based Dominant Harmonic Active Filter, IEEE Trans. Power Electronics, vol. 14, no.2, Mar. 1999, pp. 265-272.
  10. hyh-Jier Huang and Jinn-Chang Wu, A Control Algorithm for Three-Phase Three-Wired Active Power Filters Under Nonideal Mains Voltages, IEEE Trans. Power Electronics, vol. 14, no. 4, Jul. 1999, pp. 753-760.
  11. Ambrish Chandra, Bhim Singh, B.N.Singh, and Kamal Al-Haddad, An Improved Control Algorithm of Shunt Active Filter for Voltage Regulation, Harmonic Elimination, Power-factor Correction, and Balancing of Nonlinear loads, IEEE Trans. Power Electronics, vol. 15, no.3, May 2000, pp. 495-507.
  12. Moleykutty George, Modeling and simulation of a current controlled three-phase shunt active power filter using MATLAB/PSB, AIUB Journal of Science and Engineering, vol. 3, no.1, Aug. 2004 issue, pp. 11-18.
  13. M. George, C.L. Seen, Modeling and control of zero-sequence current of parallel three-phase converters using Matlab/power system blockset, IEEE Power Systems Conf. and Exp. 2004, PSCE 2004, vol. 3, pp. 1440-1443.
  14. Hyosung Kim, Sang-Joon Lee, and Seung-Ki Sul, A calculation for the compensation voltages in dynamic voltage restorers by use of PQR power theory, 19th Annual IEEE Applied PowerElectronics Conf. and Expo. 2004, APEC '04, vol. 1, pp. 573-579.
  15. J. G. Nielsen, M. Newman, H. Nielsen, and F. Blaabjerg, Control and testing of a dynamic voltage restorer (DVR) at medium voltage level, IEEE Trans. on Power Electronics, vol. 19, issue 3, May 2004, pp. 806-813.
  16. E. K. K. Sng, S. S. Choi, and D. M. Vilathgamuwa, Analysis of series compensation and DC-link voltage controls of a transformerless self-charging dynamic voltage restorer, IEEE Trans. Power Delivery, vol. 19, issue 3,Jul. 2004, pp. 1511-1518.
  17. M. J. Newman, D. G. Holmes, J. G. Nielsen and F. Blaabjerg, A dynamic voltage restorer (DVR) with selective harmonic compensation at medium voltage level, IEEE Trans. Ind. Application, vol. 41, issue 6, Nov.-Dec. 2005, pp. 1744-1753.
  18. Elmitwally, A., Abdelkader, S. and EL-Kateb, M. (2000) ‘Neural network controlled three-phase four-wire shunt active power filter’, IEE Proc.,-Gener. Trans. Distr., March, Vol. 147, No. 2
  19. Jayalaxmi, A., Tulasiram Das, G., Uma Rao, K. and Rayudu, K. (2006) ‘Comparison of PI and ANN control strategies of unified shunt series compensator’, Proceedings of IEEE Power India Conference, April, p.7
  20. K. Vadirajacharya,P. Agarwal and H.O. Gupta,”Performance evaluation of CSI-based unified power quality conditioner using artificial neural network”,Int. J. Power Electronics, Vol. 1, No. 1, 2008
Index Terms

Computer Science
Information Sciences

Keywords

Active power filter Artificial neural network-ANN Harmonics Power quality Unified power quality conditioner