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     Research Journal of Applied Sciences, Engineering and Technology


Optimal Capacitor Placement in the Unbalanced Distribution Networks Contaminated by Harmonic through Imperialist Competitive Algorithm

1A. Zeinal Zadeh, 2H. Andami, 3V. Talavat and 4J. Ebrahimi
1Department of Electrical Engineering, Science and Research Branch, Islamic Azad University, Boroujerd, Iran
2Department of Electrical Engineering, Malayer University, Iran
3Department of Electrical Engineering, Urmia University, Iran
4Young Researcher Club, Borujerd Branch, Islamic Azad University, Borujerd, Iran
Research Journal of Applied Sciences, Engineering and Technology  2014  6:1230-1235
http://dx.doi.org/10.19026/rjaset.7.385  |  © The Author(s) 2014
Received: March 28, 2013  |  Accepted: May 18, 2013  |  Published: February 15, 2014

Abstract

This study presents a new approach in order to determine the optimal location and size of capacitors in unbalance distribution systems including harmonic loads for reduction of power losses, improvement of voltage profile and release of system capacity. Achieving such benefits is dependent to the quality of optimal capacitor installation. Capacitor placement is a nonlinear problem including equal and unequal constraints. In our study, the Imperialist Competitive Algorithm (ICA) method has been used for solving optimal capacitor harmonic contaminations problem. The results obtained for IEEE standard unbalanced 26-bus system including the nonlinear loads show proposed method applicability and good performance.

Keywords:

Capacitor placement, harmonic distortion, Imperialist Competitive Algorithm (ICA), unbalanced network,


References

  1. Abdel-Salam, T.S., A.Y. Chikhani and R.A. Hackam, 1994. A new technique for loss reducing using compensating, capacitors applied to distribution systems with varying load condition. IEEE T. Power Deliver., 9(2): 819-827.
    CrossRef    
  2. Atashpaz-Gargari, E. and C. Lucas, 2007. Imperialist competitive algorithm: An algorithm for optimization inspired by imperialistic competition. Proceeding of IEEE Congress on Evolutionary Computation (CEC 2007), pp: 4661-4667.
    CrossRef    
  3. Bhattacharya, S.K. and S.K. Goswami, 2009. A new fuzzy based solution of the capacitor placement problem in radial distribution system. Exp. Syst. Appl., 36(3): 4207-4212.
    CrossRef    
  4. Das, D., 2008. Optimal placement of capacitors in radial distribution system using a fuzzy-GA method. Int. J. Elec. Power, 30(6): 361-367.
    CrossRef    
  5. Dlfanti, M., G.P. Granelli and P. Maranninio, 2000. Optimal capacitor placement using deterministic and genetic algorithm. IEEE T. Power Syst., 15(3): 1041-1046.
    CrossRef    
  6. Eajal, A.A. and M.E. El-Hawary, 2010. Optimal capacitor placement and sizing in unbalanced distribution systems with harmonics consideration using particle swarm optimization. IEEE T. Power Deliver., 25(3).
  7. Hooshmand, R. and M. Ataei, 2007. Optimal capacitor placement in actual configuration and operational conditions of distribution system using RCGA. J. Electr. Eng., 58(4): 189-199.
  8. Huang, T.L., Y.T. Hsiao, C.H. Chang and J.A. Jiang, 2008. Optimal placement of capacitors in distribution systems using an immune multi-objective algorithm. Int. J. Elec. Power, 30(3): 184-192.
    CrossRef    
  9. Kersting, W.H., 1984. A method to teach the design and operation of a distribution system. IEEE T. Power Ap. Syst., PAS-103(7): 1945-1952.
    CrossRef    
  10. Masoum, M.A.S., M. Ladjevardi, A. Jafarian and E.F. Fuchs, 2004. Optimal placement, replacement and sizing of capacitor banks in distorted distribution networks by genetic algorithms. IEEE T. Power Deliver., 19(4).
    CrossRef    
  11. Pesonen, M.A., 1981. Harmonics, characteristic parameters, methods of study, estimates of existing values in the network. Electra, 77: 35-56.
  12. Rao, R.S. and S.V.L. Narasimham, 2009. Optimal capacitor placement in large-scale distribution system using particle swarm optimization with differential evolution. Int. J. Inform. Commun. Technol., 4(1).
  13. Su, C.T. and C.C. Tsai, 1996. A new fuzzy-reasoning approach to optimum capacitor allocation forrimary distribution systems. Proceeding of the IEEE International Conference on Industrial Technology, pp: 237-241.
  14. Sundharajan, S. and A. Pahwa, 1994. Optimal selection of capacitors for radial distribution systems using a genetic algorithm. IEEE T. Power Syst., 9(3): 1499-1507.
    CrossRef    
  15. Task Force on Harmonics Modeling and Simulation, 1996. Modeling and simulation of the propagation of harmonics in electric power networks part I: Concepts, models, and simulation techniques. IEEE T. Power Deliver., 11(l): 452-460.

Competing interests

The authors have no competing interests.

Open Access Policy

This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Copyright

The authors have no competing interests.

ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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