CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Article:Control of Self Excited Induction Generator using ANN based SVC

by M.I.Mosaad
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 23 - Number 5
Year of Publication: 2011
Authors: M.I.Mosaad
10.5120/2883-3755

M.I.Mosaad . Article:Control of Self Excited Induction Generator using ANN based SVC. International Journal of Computer Applications. 23, 5 ( June 2011), 22-25. DOI=10.5120/2883-3755

@article{ 10.5120/2883-3755,
author = { M.I.Mosaad },
title = { Article:Control of Self Excited Induction Generator using ANN based SVC },
journal = { International Journal of Computer Applications },
issue_date = { June 2011 },
volume = { 23 },
number = { 5 },
month = { June },
year = { 2011 },
issn = { 0975-8887 },
pages = { 22-25 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume23/number5/2883-3755/ },
doi = { 10.5120/2883-3755 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:09:23.319371+05:30
%A M.I.Mosaad
%T Article:Control of Self Excited Induction Generator using ANN based SVC
%J International Journal of Computer Applications
%@ 0975-8887
%V 23
%N 5
%P 22-25
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a terminal voltage control of a wind turbine Self Excited Induction Generator (SEIG). The wind turbine induction generator system is proposed to supply an isolated static load under widely varying conditions. The terminal voltage had been regulated by adapting the value of the excitation capacitance from Static VAR Compensator (SVC) using Artificial Neural Network (ANN) controller. The wind turbine operates over a wide range of operating conditions, which means that the terminal voltage of the induction generator is not constant. Changing the value of excitation capacitance by controlling the firing angle of SVC under different operating conditions can handle this problem. It is proved that SVC in the form of Fixed Capacitor –Thyristor Controlled Reactor (FC-TCR) is used not only provide capacitive excitation for the isolated induction generator, but also it controls its terminal voltage at all different loads with variable speeds of the windmill prime-mover. ANN is used for on-line prediction of the suitable firing angles required to control the terminal voltage of the system under different operating conditions.

References
  1. T. F. Chan “Steady-state analysis of self excited induction generators” IEEE Trans. on Energy Conversion, Vol. 9, No. 2, p 288-296, June1994.
  2. T. F. Chain “Capacitance requirements of self-excited induction generators”IEEE Trans on Energy Conversion, Vol. 8, no. 2, p 304-311, June 1993.
  3. C. Chakraborty, S. N. Bhadra and A. K. Chattopadhyay “Excitation requirements for standalone threephase induction generator” IEEE Trans. on Energy Conversion, Vol. 13,No. 4, p 358-365, December 1998.
  4. E. Muljadi, J. Sallan, M. Sanz and C. P.Butterfield “Investigation of self excited induction generators for wind turbine applications” IEEE Trans. on Energy Conversion, Vol. 12, 2000.
  5. B.Babypriya ,R.Anita “Modelling, simulation and analysis of doubly fed induction generator for wind turbines” Journal of ELECTRICAL ENGINEERING, VOL. 60, NO. 2, 2009, p79–85.
  6. M.M.El Metwally ,A.A.El Emary,F.M.El Bendary,and M.I.Mosaad”Using Facts Controllers To Balance Distributer System Based ANN “MEPCON 2006, pp81-86.
  7. M.Z. El-Sadek, “Power Systems Voltage Stability and Power Quality”, Book, Mukhtar Press, Assiut, Egypt,2002.
  8. R.LEIDHOLD, G.GARCIA, M. I.VALLA, “Field Oriented Controlled Induction Generator with Loss Minimization” IEEE Tran. Ind. Electron, vol. 49, pp. 147-156, Feb. 2002.
  9. Z. Chen and F. Blaabjerg, “Wind farm—A power source in future power systems,” Renew. Sustain. Energy Rev., vol. 13, no. 6–7, pp.1288–1300, Aug./Sep. 2009.
  10. J. Fortmann, M. Wilch, F. W. Koch, and I. Erlich, “A novel centralized wind farm controller utilizing voltage control capability of wind turbines,” in Proc. 2008 Power Systems Computation Conf., Glasgow,2008, pp. 1–7.
  11. L. Wang, T.-H. Yeh, W.-J. Lee, and Z. Chen, “Benefit evaluation of wind turbine generators in wind farms using capacity-factor analysis and economic-cost methods,” IEEE Trans. Power Syst., vol. 24, no. 2,pp. 692–704, May 2009.
  12. D. Psaltis, A.Sideris, and A.A. Yamamura,”A Multilayered Neural Network Controller,” IEEE Control System Magazine, vol. 8, no. 2, pp. 17-21, 1988.
  13. “Static VAR compensator”, Technical report of task force 2,CIGRE,1986
  14. S. M. Alghuwainem, ‘Performance analysis of a PV powered DC motor driving a three phase self excited induction generator’, IEEE Trans., EC-11 (1) (1996), 155–161.
  15. L. A. Alolah and M. A. Alkanhal, ‘Optimization-based steady state analysis of three phase self-excited induction generator’, IEEE Trans., EC-15 (1) (2000), 61–65.
  16. T. J. E. Miller, “Reactive Power Control in Electric System,” Wiley Intersience Publications 1982.
  17. M.I.Mosaad ,M.M.El Metwally ,A.A.El Emary and F.M.El Bendary, ““On Line Optimal Power Flow Using Evolutionary Programming Techniques“ Thammasat International Journal of Science and Technology TIJSAT Volume 15, No.1, 2010, pp20-28.
Index Terms

Computer Science
Information Sciences

Keywords

Self Excited Induction Generator Static VAR Compensator Artificial Neural Network

Powered by PhDFocusTM