Decline of Power Loss by Augmented ABC Algorithm

Authors

  • Aditya Bumanapalli  Department of Electronics & Communication Engineering, VNR VJIET, Hyderabad, Andhra Pradesh, India

Keywords:

Optimal Reactive Power, Transmission Loss, Artificial Bee Colony Algorithm, Chaotic Local Search

Abstract

This paper presents an algorithm for solving reactive power problem. Artificial Bee Colony algorithm is a global optimization algorithm which is motivated by the foraging behaviour of honey bee swarms. Basic Artificial Bee Colony algorithm (ABC) has the advantages of strong robustness, fast convergence and high flexibility, fewer setting parameters, but it has the disadvantages premature convergence in the later search period and the accuracy of the optimal value which cannot meet the requirements sometimes. The premature convergence issue in Artificial Bee Colony algorithm has been improved by increasing the number of scout and rational using of the global optimal value and by chaotic local Search. The Chaotic local Search ABC (CLABC) algorithm used to solve the reactive power dispatch problem and it has been tested in standard IEEE 30 Bus system.

References

  1. Alsac,and B. Scott, “Optimal load flow with steady state security”,IEEE Transaction. PAS -1973, pp. 745-751.
  2. Lee K Y ,Paru Y M , Oritz J L –A united approach to optimal real and reactive power dispatch , IEEE Transactions on power Apparatus and systems 1985: PAS-104 : 1147-1153
  3. Monticelli , M .V.F Pereira ,and S. Granville , “Security constrained optimal power flow with post contingency corrective rescheduling” , IEEE Transactions on Power Systems :PWRS-2, No. 1, pp.175-182.,1987.
  4. Deeb N ,Shahidehpur S.M ,Linear reactive power optimization in a large power network using the decomposition approach. IEEE Transactions on power system 1990: 5(2) : 428-435
  5. Hobson ,’Network consrained reactive power control using linear programming, ‘ IEEE Transactions on power systems PAS -99 (4) ,pp 868=877, 1980
  6. Y Lee ,Y.M Park , and J.L Oritz, “Fuel –cost optimization for both real and reactive power dispatches” , IEE Proc; 131C,(3), pp.85-93.
  7. K. Mangoli, and K.Y. Lee, “Optimal real and reactive power control using linear programming” , Electr.Power Syst.Res, Vol.26, pp.1-10,1993.
  8. R.Paranjothi ,and K.Anburaja, “Optimal power flow using refined genetic algorithm”, Electr.Power Compon.Syst , Vol. 30, 1055-1063,2002.
  9. Devaraj, and B. Yeganarayana, “Genetic algorithm based optimal power flow for security enhancement”, IEE proc-Generation.Transmission and. Distribution; 152, 6 November 2005.
  10. Zhou Xi-xiang,Li Jia-sheng,Yang Sai-liang,The Digital PID Parameter Tuning Based on Chaos Particle Swarm Optimization, Power Electronics,44(10):62-64, 2010.
  11. Anan Banharnsakun,Tiranee Achalakul,Booncharoen Sirinaovakul,The best-so-far selection in the Bee Clony algorithm, Applied Computing, 11,2888-2901, 2011.
  12. Fei Kang, Junjie Li, Zhenyue Ma , Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions, Information Sciences: S0020-0255(11)00198-8, DOI: 10.1016/j.ins.2011.04.024,2011.
  13. Mustafa Sonmez ,Artificial Bee Colony algorithm for optimization of truss structures,Applied Soft Computing 11(2011)2406-2018,2011
  14. Altinoz Tolga, A.Egemen Yilmaz, Gerhard Wilhelm Weber, Chaos Particle Swarm Optimized PID Controller for the Inverted Pendulum System, second International Conerence on Engineering Optimization, September 6-9,2010,Lisbon ,Portugal, 2010.
  15. Tatjana Davidovic´, Du?san Ramljak, Milica?Selmic´, Du?san Teodorovic´, Bee colony optimization for the p-center problem, Computers & Operations Research, 38(2011)1367-1376,2011.
  16. Ioná Maghali Santos de Oliveira , Roberto Schirru, Swarm intelligence of artificial bees applied to In-Core Fuel Management Optimizati, Annals of Nuclear Energy  38(2011)1039-1045,2011.
  17. A. Abido, J. M. Bakhashwain, “A novel multiobjective evolutionaryalgorithm for optimal reactive power dispatch problem,” in proc. Electronics, Circuits and Systems conf., vol. 3, pp. 1054-1057, 2003.
  18. Duman,Y.Sonmez,U.Guvenc,N.Yorukeran,” application of gravitational search algorithm for optimal reactive power dispatch problem “ in IEEE trans on power system pp 519-523 , 2011.

International Journal of Scientific Research in Science, Engineering and Technology

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Published

2016-10-30

Issue

Volume 2, Issue 5, September-October-2016

Section

Research Articles

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Aditya Bumanapalli, " Decline of Power Loss by Augmented ABC Algorithm, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 2, Issue 5, pp.278-283, September-October-2016.