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Optimal Allocation of Capacitor for Iraqi Distribution Network using FLC-PSO Controller

by Afaneen Anwar Abbood, Abbas Kadhim Dhaher
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 143 - Number 3
Year of Publication: 2016
Authors: Afaneen Anwar Abbood, Abbas Kadhim Dhaher
10.5120/ijca2016910164

Afaneen Anwar Abbood, Abbas Kadhim Dhaher . Optimal Allocation of Capacitor for Iraqi Distribution Network using FLC-PSO Controller. International Journal of Computer Applications. 143, 3 ( Jun 2016), 39-46. DOI=10.5120/ijca2016910164

@article{ 10.5120/ijca2016910164,
author = { Afaneen Anwar Abbood, Abbas Kadhim Dhaher },
title = { Optimal Allocation of Capacitor for Iraqi Distribution Network using FLC-PSO Controller },
journal = { International Journal of Computer Applications },
issue_date = { Jun 2016 },
volume = { 143 },
number = { 3 },
month = { Jun },
year = { 2016 },
issn = { 0975-8887 },
pages = { 39-46 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume143/number3/25061-2016910164/ },
doi = { 10.5120/ijca2016910164 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:45:24.802764+05:30
%A Afaneen Anwar Abbood
%A Abbas Kadhim Dhaher
%T Optimal Allocation of Capacitor for Iraqi Distribution Network using FLC-PSO Controller
%J International Journal of Computer Applications
%@ 0975-8887
%V 143
%N 3
%P 39-46
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The aim of this work is obtaining the optimal power flow for the Iraqi distribution network represented by Al- RUSTAMIYA_Feeder09, through adding the capacitors to the system in order to reach the best improvement of voltage profile and power losses reduction. . A Fuzzy Logic (FLC)-Particle Swarm Optimization (PSO) controller was proposed to detect the optimal location and size of the capacitor banks in electrical distribution system. Three load variation levels were considered during the study those are 60%, 80%, and 100% load variation. From the obtained results it was very clear that the proposed intelligent algorithm was very accurate and efficient for obtaining the optimal location and size of the capacitors in the system.

References
  1. D. Das .1994. Novel method for solving radial distribution networks IEEE, 1994 Paper 9966C
  2. Duran H. 1968. Optimum number, location and size of shunt capacitors in radial distribution feeders: A dynamic programming approach. IEEE Transactions on Power Apparatus and Systems. 87(9): 1769-1774 September.
  3. Bae Y.G. 1978. Analytical method of capacitor allocation on distribution primary feeders. IEEE Transactions on Power Apparatus and Systems. PAS-97(4): 1232-1238, July.
  4. Grainger J.J and S.H. Lee. 1981. Optimum size and location of shunt capacitors for reduction of losses on distribution feeders. IEEE Transactions on Power Apparatus and Systems. PAS-100(3): 1105-1118, March.
  5. Baran M.E. and Wu F.F. 1989. Optimal capacitor placement on radial distribution systems. IEEETransactions on Power Delivery. 4(1): 725-734 January.
  6. Baran M.E. and Wu F.F. 1989. Optimal sizing of Capacitors placed on a radial distribution system. IEEE Transactions on Power Delivery. 4(1): 735743, January.
  7. Sundhararajan S. and Pahwa A. 1994. Optimal selection of capacitors for radial distribution systems using a genetic algorithm. IEEE Transactions on Power Systems. 9(3): 1499-1507, August.
  8. Chis M., Salama M.M.A. and Jayaram S. 1997.Capacitor placement in distribution systems using heuristic search strategies. IEE proceedings onGeneration, Transmission and Distribution. 144(3): 225-230, May.
  9. Haque M.H. 1999. Capacitor placement in radial distribution systems for loss reduction. IEE Proceedings on Generation, Transmission and Distribution. 146(5): 501-505, September.
  10. Ng H.N., Salama M.M.A. and Chikhani A.Y. 2000. Capacitor allocation by approximate reasoning: fuzzy capacitor placement. IEEE Transactions on Power Delivery. 15(1): 393-398, January.
  11. Prakash K. and Sydulu M. 2007. Particle swarm optimization based capacitor placement on radial distribution systems. IEEE Power Engineering Society general meeting. pp. 1-5, June.
  12. M. Damodar Reddy and V.C. Veera Reddy. 2008. Optimal capacitor placement using fuzzy and real coded genetic algorithm for maximum savings. Journal of Theoretical and Applied Information Technology. 4(3): 219-226.
  13. M. Damodar Reddy and V.C. Veera Reddy. 2008. Capacitor placement using fuzzy and particle swarm optimization method for maximum annual savings. ARPN Journal of Engineering and Applied Sciences. 3(3): 25-30.
  14. Timothy J. Ross "FUZZY LOGIC WITH ENGINEERING APPLICATIONS" Book University of New Mexico, USA, 2004.
  15. James Kennedy and Russell Eberhart "Particle Swarm Optimization" book, IEEE 1995.
Index Terms

Computer Science
Information Sciences

Keywords

Reactive power control Capacitor Placement and Sizing FLC-PSO Approach Iraqi distribution network

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