Volume -I , Issue -II, December 2013

LOSS REDUCTION IN PRIMARY DISTRIBUTION NETWORK USING OPTIMAL PLACEMENT OF TYPE -1 DG

Author(s) :

K. CHANDRAM AND CH. VENKATA RAO

Abstract

In this paper, the optimal locations of particular sizes of Type -1 Distributed Generators (DGs) is determined by Direct Search Algorithm to obtain the maximum possible reduction in power loss. Type-1 DG injects both active and reactive powers. The algorithm searches for all possible locations in the system for a particular size of DG and places it at the bus which gives maximum reduction in Total power loss. The optimal sizes of DGs are chosen to be standard sizes i.e., discrete sizes of DGs are considered. The algorithm is tested on 33 bus and 69 Bus Radial Distribution Systems. The loss reduction obtained in this paper for the 33 bus and 69 Bus Test Systemsare highest compared to the other techniques as reported in the literature. Power factor of the DG is considered in this study is 0.85. On 33 bus system, without placement of DGs the loss is 211 kW whereas after placement it is 13.55 kW. There is a reduction of 93.57% in the losses. Before placement of DGs, the power loss is 5.37% of the total power supplied by the slack bus. After optimal placement by the DSA algorithm, the totalpower loss is 0.36% of the total power supplied by the system.On 69 bus system, without placement of DGs the loss is 225 kW whereas after placement it is 5.75 kW. There is a reduction of 97.44% in the losses. Before placement of DGs, the power loss is 5.36% of the total power supplied by the slack bus. After optimal placement by the DSA algorithm, the Total power loss is 0.15% of the total power supplied by the system It is implemented using MATLAB/Simulink.

Keywords

Direct Search Algorithm, Optimal DG placement, Distribution Systems

References
  1. N.S. Rau,Y.H.Wan, Optimum location of resources in distributed planning, IEEE Trans. Power Syst. 9 (4) (1994) 2014–2020.
  2. C.Wang, M. Hashem Nehrir, Analytical approaches for optimal placement of distributed generation sources in power systems, IEEE Trans. Power Syst. 19; November (4); 2004; 2068–2076.
  3. T. S. Sirish, G. V. Srihara Rao &K V S Ramachandra Murthy, “Optimal Capacitor and DG Placement for Loss Less Distribution on 69- Bus System using KVS – Direct search Algorithm”, International Journal of Emerging Trends in Electrical and Electronics, May, 2013.
  4. G. Celli, F. Pilo, Optimal distributed generation allocation in MV distribution networks, in: 22nd IEEE PES International Conference on Power Industry Computer Applications PICA 2001, Sydney, Australia, May 2001, pp. 81–86.
  5. N. Mithulananthan, Than Oo, LeVan Phu, Distributed generator placement technique in power distribution system using genetic algorithm to reduce losses, Thammasat Int. J. Sci. Tech. 9 (September (3)) (2004) 56–62.
  6. W. Rosehart, Optimal placement of distributed generation, in: Nowicki (Ed.), 14th PSCC, Sevilla, 24–28 June 2002.
  7. Huang YC, Yang HT, Huang CL. Solving the capacitor placement problem in a radial distribution system using Tabu search application. IEEE Trans Power System 1996; 11:1868–73.
  8. Kannana SM, Renugab P, Kalyania S, Muthukumarana E. Optimal capacitor placement and sizing using Fuzzy-DE and Fuzzy-MAPSO methods. Appl Soft Comput 2011.
  9. Srinivasa Rao R, Narasimham SVL, Ramalingaraju M. Optimal capacitor placement in a radial distribution system using plant growth simulation algorithm. Electr Power Energy Syst 2011;33:1133–9
  10. Mamta Karayat, G. V. Srihara Rao, K. Ravi Kumar & K V S Ramachandra Murthy, “Optimal Capacitor and Type -2 DG Placement using Modified KVS – Direct Search Algorithm for Loss Less Distribution”, International Journal of Emerging Trends in Electrical and Electronics, May, 2013.
  11. T. Griffin, K. Tomsovic, D. Secrest, A. Law, Placement of dispersed generations systems for reduced losses, in: Proceedings of the 33rd Hawaii International Conference on System Sciences, Hawaii, 2000.
  12. Das D. Optimal placement of capacitors in radial distribution system using Fuzzy-GA method. J Electr Power Energy Syst 2008;30: 361–7.
  13. Hsiao Ying-Tung, Chen Chia-Hong, Chien Cheng-Chih. Optimal capacitor placement in distribution systems using a combination Fuzzy-GA method. Electr Power Energy Syst 2004;26(7):501–8.
  14. Duong Quoc Hung, Nadarajah Mithulananthan, Multiple Distributed Generator Placement in Primary Distribution Networks for Loss Reduction IEEE Transactions on Industrial Electronics, Vol. 60, NO. 4, April 2013, pp. 1700-1708
  15. K. V. S. Ramachandra Murthy, Mamta Karayat, G. V. Srihara Rao, P. K. Das and A. Ravi Shankar, Loss Less Distribution using Optimal Capacitor and Type-3 DG Placement on Radial Distribution System, International Journal of Emerging Trends in Electrical and Electronics, May, 2013.
  16. M. Ramalinga Raju, K. V. S. Ramachandra Murthy, K. Ravindra , Direct Search Algorithm for Capacitive Compensation in Radial Distribution systems, International Journal of Electrical Power and Energy Systems, Volume 42, March, 2012, Page: 24 – 30.
  17. Dlfanti M, Granelli GP, Maranninio P. Optimal capacitor placement using deterministic and genetic algorithm. IEEE Trans Power System 2000;15: 1041–6.
  18. Sydulu M, Reddy VVK. Index and GA based optimal location and sizing of distribution system capacitors. In: Power engineering society general meeting, Tampa, FL; 2007. p. 1–4.
  19. Prakash K, Sydulu M. Particle swarm optimization based capacitor placement on radial distribution systems. Power Eng Soc Gen Meet 2007: 1–5.
  20. Das D. Reactive power compensation for radial distribution networks using genetic algorithm. Electr Power Energy System 2002;24:573–81.
  21. Huang Tsong-Liang, Hsiao Ying-Tung, Chang Chih-Han, Jiang Joe-Air. Optimal placement of capacitors in distribution systems using an immune multi objective algorithm. Electrical Power Energy Syst 2008;30:184–92.
  22. Wang J, Chiang H, Nanminu K, Darling G. Capacitor placement and real time control in large-scale un-balanced distribution systems: Part I and II. IEEE Trans Power Delivery 1997;12:953–64.
  23. P.P. Barker, Determining the impact of distributed generation on power systems: Part 1 -radial distribution systems, in: Proceedings of IEEE Power Engineering Society Summer Meeting, 2000, pp. 1645–1656.
  24. Carpinelli G, Varilone P, Di Vito V, Abur A. Capacitor placement in three-phase distribution systems with nonlinear and unbalanced loads. IEE Proc Generation Transmission Distribution 2005;152(1):47–52
  25. Grainger JJ, Lee SH. Optimum size and location of shunt capacitors for reduction of losses on distribution feeders. IEEE Trans Power App System 1981;100:1105–18.
  26. Safigianni AS, Salis GJ. Optimum VAr control of radial primary power distribution networks by shunt capacitor installation. Electrical Power Energy System 2001;23:389–401.
  27. D. Das, Optimal placement of capacitors in radial distribution system using a Fuzzy-GA method, International Journal of Electrical Power and Energy Systems 30 (2008) 361–367
How to Cite this Paper? [APA Style]
K. CHANDRAM AND CH. VENKATA RAO, (2013), LOSS REDUCTION IN PRIMARY DISTRIBUTION NETWORK USING OPTIMAL PLACEMENT OF TYPE -1 DG, Industrial Science Journal, http://industrialscience.org/Article.aspx?aid=14&vid=2, (December, 2013)
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