An Hybrid Approach for Loss Reduction in Distribution Systems using Harmony Search Algorithm

Individually Network reconfiguration or Capacitor control perform well in minimizing power loss and improving voltage profile of the distribution system. But for heavy reactive power loads network reconfiguration and for heavy active power loads capacitor placement can not effectively reduce power loss and enhance voltage profiles in the system. In this paper, an hybrid approach that combine network reconfiguration and capacitor placement using Harmony Search Algorithm (HSA) is proposed to minimize power loss reduction and improve voltage profile. The proposed approach is tested on standard IEEE 33 and 16 bus systems. Computational results show that the proposed hybrid approach can minimize losses more efficiently than Network reconfiguration or Capacitor control. The results of proposed method are also compared with results obtained by Simulated Annealing (SA). The proposed method has outperformed in terms of the quality of solution compared to SA.

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References:
[1] Bunch J.B., Miller R.D., and Wheeler J.E, "Distribution system integrated
voltage and reactive power control," IEEE Trans. PAS, vol. 101, pp. 284-
289, 1982.
[2] M. E. Baran and F. F. Wu, "Network reconfiguration in distribution
systems for loss reduction and load balancing," IEEE Trans. Power Del.,
vol. 4, no. 2, pp. 1401-1407, Apr. 1989.
[3] D. Shirmohammadi and H. W. Hong, "Reconfiguration of electric distribution
networks for resistive line loss reduction," IEEE Trans. Power
Del., vol. 4, no. 2, pp. 1492-1498, Apr. 1989.
[4] K. Nara, A. Shiose, M. Kitagawoa, and T. Ishihara, "Implementation of
genetic algorithm for distribution systems loss minimum reconfiguration,"
IEEE Trans. Power Syst., vol. 7, no. 3, pp. 1044-1051, Aug. 1992.
[5] G.J. Peponis, M.P. Papadopoulos, N.D. Hatziargyriou, "Distribution network
reconfiguration to minimize resistive line losses", IEEE Trans.
Power Deliv., vol. 10, pp. 1338-1342, 1995.
[6] N.C. Sahoo, K. Prasad "A fuzzy genetic approach for network reconfiguration
to enhance voltage stability in radial distribution systems" Energy
Conversion and Management, vol. 47 pp. 3288-3306, 2006.
[7] E. Carpaneto, G. Chicco, "Distribution system minimum loss reconfiguration
in the Hyper-Cube Ant Colony Optimization framework", Electric
Power Systems Research, vol. 78, no. 12, pp. 2037-2045, Dec. 2008.
[8] R. Srinivasa Rao, S. V. L. Narasimham, "A New Heuristic Approach
for Optimal Network Reconfiguration in Distribution Systems" , International
Journal Applied Science, Engineering and Technology, vol. 5,
no. 1, pp. 15-21, 2009.
[9] A.Y. Abdelaziz, F.M. Mohammed, S.F. Mekhamer, M.A.L. Badr, "Distribution
Systems Reconfiguration using a modified particle swarm optimizationalgorithm",
Electric Power Systems Research, vol 79, no. 11,
pp. 1521-1530, November 2009.
[10] J. J. Grainger and S. H. Lee, "Optimum Size and Location of Shunt
Capacitors for Reduction of Losses on Distribution Feeders," IEEE Trans.
on Power Apparatus and Systems, Vol. 100, No. 3, pp. 1105-1118, March
1981.
[11] M. E Baran and F. F. Wu, "Optimal Sizing of Capacitors Placed on a
Radial Distribution System", IEEE Trans. Power Delivery, vol. No.1,
pp. 1105-1117, Jan. 1989.
[12] Ng et al, "Capacitor Allocation by Approximate Reasoning: Fuzzy
Capacitor Placement," IEEE Trans. Power Delivery, Vol. 15, No.1,
pp. 393-398, Jan. 2000.
[13] D. Das, "Reactive power compensation for radial distribution networks
using genetic algorithms," Electric Power and Energy Systems, vol. 24,
pp.573-581, 2002.
[14] Ji-Pyng Chiou, Chung-Fu Chang, and Ching-Tzong Su, "Ant Direction
Hybrid Differential Evolution for Solving Large Capacitor Placement
Problems", IEEE Transactions on Power Systems, Vol. 19, No. 4,
pp. 1794-1800, Nov. 2004
[15] Ji-Pyng Chiou et al, "Capacitor placement in large scale distribution
system using variable scaling hybrid differential evolution," Electric
Power and Energy Systems, vol. 28, pp.739-745, 2006.
[16] Chung-Fu Chang et al,"Robust searching hybrid differential evolution
method for optimal reactive power planning in large-scale distribution
systems", Electric Power Systems Research, vol. 77, pp.430-437, 2007.
[17] D. Jiang and R. Baldick, "Optimal electric distribution system switch
reconfiguration and capacitor control," IEEE Trans. Power Syst., vol. 11,
no. 2, pp. 890-897, May 1996.
[18] R. Srinivasa Rao and S.V.L. Narasimham, "Optimal Capacitor Placement
in a Radial Distribution System using Plant Growth Simulation Algorithm",
International Journal of Electrical Power and Energy Systems
Engineering, Vol. 1, No.2, pp. 123-130, 2008.
[19] C. T. Su and C. S. Lee, "Feeder reconfiguration and capacitor setting for
loss reduction of distribution systems," Elect. Power Syst. Res., vol. 58,
no. 2, pp. 97-102, Jun. 2001.
[20] Z. Rong, P. Xiyuan, and H. Jinliang, "Reconfiguration and capacitor
placement for loss reduction of distribution system," Proc. IEEE International
Conference, TENCON-02, 2002, pp. 1945-1949.
[21] Dong Zong, Z. Fu, L. Zhang, "Joint optimization for loss reduction of
distribution system," IEEE Trans. Power Syst., vol. 23, no. 1, pp. 161-
169, February 2008.
[22] Z. W. Geem, J. H. Kim, and G. V. Loganathan, "A new heuristic
optimization algorithm: harmony search", Simulation, vol. 76, no. 2,
pp. 6068, 2001.
[23] Z.W. Geem, C. Tseng, and Y. Park, "Harmony search for generalized
orienteering problem: best touring in China", Springer Lecture Notes
Comput. Sci., 3412 (2005) 741750.
[24] K.S. Lee, and Z.W. Geem, "A new meta-heuristic algorithm for continues
engineering optimization: harmony search theory and practice," Comput.
Methods Appl. Mech. Engg., vol. 194 pp. 3902-3933, 2004.