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Genetic Algorithm based Approach for Reduction of Total Harmonic Distortion in Photo Voltaic Inverter

by Geetika Gera, Ram Kishan Bairwa, Darshan Kumar
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 87 - Number 2
Year of Publication: 2014
Authors: Geetika Gera, Ram Kishan Bairwa, Darshan Kumar
10.5120/15177-3296

Geetika Gera, Ram Kishan Bairwa, Darshan Kumar . Genetic Algorithm based Approach for Reduction of Total Harmonic Distortion in Photo Voltaic Inverter. International Journal of Computer Applications. 87, 2 ( February 2014), 1-6. DOI=10.5120/15177-3296

@article{ 10.5120/15177-3296,
author = { Geetika Gera, Ram Kishan Bairwa, Darshan Kumar },
title = { Genetic Algorithm based Approach for Reduction of Total Harmonic Distortion in Photo Voltaic Inverter },
journal = { International Journal of Computer Applications },
issue_date = { February 2014 },
volume = { 87 },
number = { 2 },
month = { February },
year = { 2014 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume87/number2/15177-3296/ },
doi = { 10.5120/15177-3296 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:04:51.089333+05:30
%A Geetika Gera
%A Ram Kishan Bairwa
%A Darshan Kumar
%T Genetic Algorithm based Approach for Reduction of Total Harmonic Distortion in Photo Voltaic Inverter
%J International Journal of Computer Applications
%@ 0975-8887
%V 87
%N 2
%P 1-6
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, a genetic algorithm (GA) optimization technique is applied to cascaded multilevel photo voltaic inverter to remove pre specified order of harmonics and to reduce THD. Genetic Algorithm is developed as the preferred solution algorithm of specific harmonic elimination (PWM-SHE) switching pattern. This paper describes an efficient genetic algorithm that reduces significantly the computational burden resulting in fast convergence. An 11-level and 7-level inverter is preferred as a case study, and optimum switching angles are determined to eliminate low order harmonics and to reduce THD. Comparison has been done between the 7-level and 11-level with respect to the consideration of THD. Simulation results validate purpose method.

References
  1. P. M. Bhagwat and V. R. Stefanovic, "Generalized structure of a multilevel PWM inverter", IEEE Trans. On I. A. , Vol. IA-19, n. 6. 1983, pp. 1057-1069.
  2. J. Lai and F. Z. Peng, "Multilevel converters - A new breed of power converters", IEEE IAS Annual Conference Records, 1995, pp. 2348-2356.
  3. F. Z. Peng, J. Lai, J. McKeever and J. VanCOevering, "A multilevel voltage-source inverter with separate dc sources for static var generation", IEEE IAS Annual Conference Records, 1995, pp. 2541-2548.
  4. H. L. Liu and G. H. Cho, "Three-level space PWM in low index modulation region avoiding narrow pulse problem", IEEE IAS Annual Conference Records, 1993, pp. 257-262.
  5. Rodriguez J, Bernet S, Wu B, Pontt J. O, Kouro S. "Multilevel voltage-source-converter topologies for industrial medium-voltage drives". IEEE Trans. Ind. Electron. Vol. 54, Dec. 2007, 2930 – 2945
  6. A. Nabae, I. Takahashi, H. Agaki "A New Neutral-Point-Clamped PWM, Inverter," IEEE Transactions on Industry Applicaitions. Vol. IA-17, No. 5, Sep. /Oct 1981, pp. 518-523.
  7. B. Wu, P. G Song, "Comprehensive Analysis of Multi-Megawatt Variable Frequency Drives", Transaction of China Electrotechnical Society, Vol. 19, No. 8, pp. 40-52, 2004
  8. L. M. Tolbert, F. Z. Peng, and T. G. Habetler, "Multilevel converters for large electric drives," IEEE Trans. Ind Applicat. , Vol. 35, pp. 36-44, Jan. /Feb. 1999.
  9. P. W. Hammond, "A New Approach to Enhance Power Quality for Medium Voltage AC Drives,' IEEE Trans. on Industry Applications," Vol. 33, No. 1, pp202-208,1997.
  10. W A Hill, and C D Harbourt, Performance of Medium Voltage Multi-level Inverter, IEEE Industry Application Society Annual Meeting (IAS), pp. 1186-1192, 1999.
  11. Sirisukprasert, Siriroj. (1999) "Optimized Harmonic Stepped-Waveform for Multilevel Inverter", Msc thesis, available at http://www. worldcatlibraries. org
  12. F. Z. Peng, J. S. Lai, J. McKeever and J. VanCoevering, "A Multilevel Voltage-Source Inverter with Separate DC Sources for Static Var Generation," IEEE-IAS Con$ Rec. , pp2541 -2548.
  13. G. Joos, X. Huang and B. T. Ooi, "Direct-coupled Multilevel Cascaded Series VAR Compensators," IEEE-IAS Con$. Rec. , pp. 1608-1615, 1997.
  14. F. Huang, P. I. Lim and E. K. Goh, "Design and Implementation of a 3- Phase Voltage Stabilizer Using 1 1-Level Voltage Source Inverter," IEEEIECON Con$ Rec. , pp. 722-725, 1997.
  15. Lai Y S, Shyu F S. (2002) "Topology for hybrid multilevel inverter," IEE Proceedings-Electric Power Applications, , vol. 149, pp. 449-458.
  16. P. P. Bhagwat, and V. R. (1983) "Generalized structure of a multilevel PWM inverter," IEEE Transactions in Industry Applications, vol. 19, pp. 1057-1069.
  17. J. Sun, S. Beineke, and H. Grotstollen, "Optimal PWM based on realtime solution of harmonic elimination equations," IEEE Trans. Power Electron. , vol. 11, no. 4, pp. 612–621, Jul. 1996.
  18. J. R. Wells, X. Geng, P. L. Chapman, P. T. Krein, and B. M. Nee, "Modulation-based harmonic elimination," IEEE Trans. Power Electron. , vol. 22, no. 1, pp. 336–340, Jan. 2007.
  19. J. Wang, Y. Huang, and F. Z. Peng, "A practical harmonics elimination method for multilevel inverters," in Conf. Rec. IEEE IAS Annu. Meeting, Oct. 2005, vol. 3, pp. 1665–1670.
  20. L. Chambers. ( 1995) "Practical handbook of genetic algorithms" Boca Raton, CRC Press.
  21. S. N. Sivanandam, & S. N. Deepa (2011). Principles of Soft Computing, Second edition page(s):385-401
  22. Goldberg D. E. (1989). Genetic Algorithm in Search, Optimization and Machine Learning, MA: Addison Wesley
  23. Davis. L. (1991). Handbook of Genetic Algorithm, New York: Van Nostran
Index Terms

Computer Science
Information Sciences

Keywords

Genetic algorithm photo voltaic inverter Selective harmonic elimination pulse width modulation (SHEPWM) Total harmonic distortion

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