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Reseach Article

Simultaneous Optimal Placement of DGs and Fixed Capacitor Banks in Radial Distribution Systems using BSA Optimization

by Meera Shareef Syed, Satish Kumar Injeti
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 108 - Number 5
Year of Publication: 2014
Authors: Meera Shareef Syed, Satish Kumar Injeti
10.5120/18909-0207

Meera Shareef Syed, Satish Kumar Injeti . Simultaneous Optimal Placement of DGs and Fixed Capacitor Banks in Radial Distribution Systems using BSA Optimization. International Journal of Computer Applications. 108, 5 ( December 2014), 28-35. DOI=10.5120/18909-0207

@article{ 10.5120/18909-0207,
author = { Meera Shareef Syed, Satish Kumar Injeti },
title = { Simultaneous Optimal Placement of DGs and Fixed Capacitor Banks in Radial Distribution Systems using BSA Optimization },
journal = { International Journal of Computer Applications },
issue_date = { December 2014 },
volume = { 108 },
number = { 5 },
month = { December },
year = { 2014 },
issn = { 0975-8887 },
pages = { 28-35 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume108/number5/18909-0207/ },
doi = { 10.5120/18909-0207 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:42:44.617591+05:30
%A Meera Shareef Syed
%A Satish Kumar Injeti
%T Simultaneous Optimal Placement of DGs and Fixed Capacitor Banks in Radial Distribution Systems using BSA Optimization
%J International Journal of Computer Applications
%@ 0975-8887
%V 108
%N 5
%P 28-35
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Nowadays the research on the integration of DG's and Capacitor banks in radial distribution system is going on, to meet the increased electricity demand and to improve the technical aspects like power loss reduction, voltage profile improvement etc. , where the major concerns are finding the optimal sizing of DG's and Capacitor banks and their locations. This paper presents application of new optimization algorithm; Backtracking Search Algorithm (BSA) to solve the optimal placement of both DG and fixed capacitor banks in order to reduce the power loss and improve voltage profile of distribution system. A detailed performance analysis is carried out on 33-bus and 69-bus radial distribution system to demonstrate the effectiveness of the proposed algorithms and the results are compared with the GA/PSO, ICA/GA and Analytical approach which are available in the literature.

References
  1. Ng HN, Salama MA, Chikhani AY. Classi?cation of capacitor allocation techniques. IEEE Trans Power Deliv 2000; 15(1):387–92.
  2. J. V. Schmill," optimum size and location of shunt capacitors on distribution feeders",IEEE Trans. On Power Apparatus and System. vol. 84, pp. 825-832, sep. 1965.
  3. Prakash K, Sydulu M. Particle swarm optimization based capacitor placement on radial distribution systems. IEEE power engineering society general meeting; 2007, pp. 1–5.
  4. Raju MR, Murthy KVSR, Avindra KR. Direct search algorithm for capacitive compensation in radial distribution systems. Int J Elect Power Energy Syst. , 2012; 42(1), pp. 24–30.
  5. Sneha S, Provas Kumar R. Optimal capacitor placement in radial distribution systems using teaching learning based optimization. Int. J Elect Power Energy Syst. , 2013, 54, pp. 387–398.
  6. Iman Ziari, Gerard Ledwich, Arindam Ghosh. A new technique for optimal allocation and sizing of capacitors and setting of LTC. Electrical Power and Energy Systems 46 (2013) 250–257.
  7. Sirjani R, Azah M, Shareef H. Heuristic optimization techniques to determine optimal capacitor placement and sizing in radial distribution networks: a comprehensive review. PRZEGLA? D ELEKTROTECHNICZNY (Elect. Rev. ), 2012, 88(7a), pp. 1–7.
  8. H. L. Willis, "Analytical methods and rules of thumb for modeling DG-distribution interaction," in Proc. IEEE Power Eng. Soc. Summer Meeting, Jul. 2000, pp. 1643–1644.
  9. Satish Kumar Injeti, N. Prema Kumar. A novel approach to identify optimal access point and capacity of multiple DGs in a small, medium and large scale radial distribution system. Electrical Power and Energy Systems 45 (2013) 142–151
  10. F. S. Abu-Mouti and M. E. El-Hawary, "Optimal distributed generation allocation and sizing in distribution systems via arti?cial bee colony algorithm," IEEE Trans. Power Del. , vol. 26, no. 4, pp. 2090–2101, Oct. 2011.
  11. A. M. El-Zonkoly, "Optimal placement of multi-distributed generation units including different load models using particle swarm optimization," IET Gener. , Transm. , Distrib. , vol. 5, no. 7, pp. 760–771, Jul. 2011.
  12. P. Harrison, A. Piccolo, P. Siano, and A. R. Wallace, "Hybrid GA and OPF evaluation of network capacity for distributed generation con-nections," Elect. Power Syst. Res. , vol. 78, no. 3, pp. 392–398, Mar. 2008.
  13. Pavlos S. Georgilakis, Nikos D. Hatziargyriou. Optimal Distributed Generation Placement in Power Distribution Networks: Models, Methods, and Future Research. Ieee Transactions On Power Systems, Vol. 28, No. 3, August 2013
  14. Sayyid Mohssen Sajjadi, Mahmoud-Reza Haghifam, Javad Salehi. Simultaneous placement of distributed generation and capacitors in distribution networks considering voltage stability index. Electrical Power and Energy Systems 46 (2013) 366–375.
  15. Mohammad H. Moradi, Arash Zeinalzadeh, Younes Mohammadi, Mohammad Abedini. An ef?cient hybrid method for solving the optimal sitting and sizing problem of DG and shunt capacitor banks simultaneously based on imperialist competitive algorithm and genetic algorithm. Electrical Power and Energy Systems 54 (2014) 101–111.
  16. M. H. Moradi, M. Abedini, A combination of genetic algorithm and particle swarm optimization for optimal DG location and sizing in distribution systems, Electrical Power and Energy Systems 34 (1) (2012) pp. 66-74
  17. S. Gopiya Naik, D. K. Khatod, M. P. Sharma. Optimal allocation of combined DG and capacitor for real power loss minimization in distribution networks. Electrical Power and Energy Systems 53 (2013) 967–973.
  18. Pinar civicioglu, Backtracking Search Optimization Algorithm for numerical optimization problems, Applied Mathematics and Computation, Vol. 219, 2013, pp. 8121 – 8144.
  19. Paulo M. D, Oliveira D J. The standard backward/forward sweep power flow.
  20. Haque MH. Ef?cient load ?ow method for distribution systems with radial or mesh con?guration. IEE Proc Gen Trans Distrib 1996; 143(1):33–8.
  21. D. Das. Optimal placement of capacitors in radial distribution system using a Fuzzy-GA method. Electrical Power and Energy Systems 30 (2008) 361–367.
Index Terms

Computer Science
Information Sciences

Keywords

Distribution Generation (DG) Fixed Capacitor bank Backtracking search Algorithm (BSA).