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Evaluation of Modal Analysis for Voltage Stability using Artificial Immune Systems

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International Journal of Computer Applications
© 2012 by IJCA Journal
Volume 46 - Number 9
Year of Publication: 2012
Authors:
S. Shirisha
P. L. V. Prasanna
N. Siva Mallikarjuna Rao
10.5120/6935-9251

S Shirisha, P l v Prasanna and Siva Mallikarjuna N Rao. Article: Evaluation of Modal Analysis for Voltage Stability using Artificial Immune Systems. International Journal of Computer Applications 46(9):6-10, May 2012. Full text available. BibTeX

@article{key:article,
	author = {S. Shirisha and P.l.v. Prasanna and N. Siva Mallikarjuna Rao},
	title = {Article: Evaluation of Modal Analysis for Voltage Stability using Artificial Immune Systems},
	journal = {International Journal of Computer Applications},
	year = {2012},
	volume = {46},
	number = {9},
	pages = {6-10},
	month = {May},
	note = {Full text available}
}

Abstract

Modern power systems are decumbent to prevailing failures. With this power system is becoming diffident. Hence power systems are exposed to instabilities. Voltage instability is one of the main blackouts. For improving the voltage of the system compensating devices like condensers and FACTS devices will be placed by reducing the reactive power losses. For finding the weakest bus in the system and voltage stability improvement is proposed in this paper by using the evolutionary technique Artificial Immune System (AIS) algorithm. For finding weakest bus in the system modal analysis is used. In this paper we are presenting the proposed algorithm for finding the weakest bus in the system by using Artificial Immune System (AIS) clonal selection algorithm which is supported by modal analysis by evaluating Eigen values and their Participation factors respectively.

References

  • Sharma and Chandrbhan "Determination of power system voltage stability using modal analysis", IEEE conference Power Engineering, Energy and Electrical Drives, 2007. POWER ENG 2007. International Conference. pp 383,384
  • Nelson Martins "Overview of Numerical Algorithms for Small Signal Stability Analysis and Control Design" technical review, 2004 pp1-2.
  • H. R. Bagahee, M. Jannati, B. Vahidi, S. H Rasteger, IEEE conference "Improvement Of Voltage Stability And Reduce The Power Losses optimal GA-Based Allocation Of Multi Facts Devices" 2008 pp2-3
  • Milad Khaleghi, Malihe M. Farsangi, Hossein Nezamabadi-pour, and Kwang Y. Lee, "Voltage Stability Improvement By Multiobjective Placement Of SVC Using Modified Artificialimmune Network Algorithm" 2009,IEEE conference, pp 3-5
  • "Artificial Immune Systems" by Julie Greensmith, Amanda Whitbrook and Uwe Aickelin pp 1-4
  • J. R. Al-Enezi, M. F. Abbod & S. Alsharhan "Artificial Immune Systems Models, Algorithms And Applications" pp 118-120, May 2010.
  • S. I. Suliman, T. K. Abdul Rahman, I. Musirin "Artificial Immune-Based ForVoltage Stability Prediction In Power System" , AIML 06 International Conference, 13 – 15 June 2006 pp 42-43.
  • Ying Wu Colin Fyfe, Research Paper, "Exploratory data analysis with Artificial immune systems" 26th April,2008
  • Power Engineering Society Summer Meeting, 2002, pp. 745-752.
  • IEEE/CIGRE Joint Task Force on Stability Terms and Definitions, "Definition and Classification of Power System Stability", IEEE Transactions on Power Systems, Vol. 5, No. 2, May 2004, pp. 1387–1401.
  • J. R. Al-Enezi, M. F. Abbod & S. Alsharhan "Artificial Immune Systems Models, Algorithms And Applications" pp 118-120, May 2010.
  • S. I. Suliman, T. K. Abdul Rahman, I. Musirin "Artificial Immune-Based ForVoltage Stability Prediction In Power System" , AIML 06 International Conference, 13 – 15 June 2006 pp 42-44.
  • F. Dong, B. H. Chowdhury, M. Crow, L. Acar, "Cause and Effects of Voltage Collapse-Case Studies with Dynamic Simulations", IEEE Power Engineering Society General Meeting, 2004, pp. 1806-1812.