Commenced in January 2007
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Optimal Capacitor Placement in Distribution Feeders

Authors: N. Rugthaicharoencheep, S. Auchariyamet

Abstract:

Optimal capacitor allocation in distribution systems has been studied for a long times. It is an optimization problem which has an objective to define the optimal sizes and locations of capacitors to be installed. In this works, an overview of capacitor placement problem in distribution systems is briefly introduced. The objective functions and constraints of the problem are listed and the methodologies for solving the problem are summarized.

Keywords: Capacitor Placement, Distribution Systems, Optimization Techniques

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1063384

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References:


[1] M. Kaplan, "Optimization of number, location, size, control type, and control selling of shunt capacitors on radial distribution feeders," IEEE Trans. on Power Apparatus and Systems, vol. PAS-103, no. 9, pp. 2659-2665, Sep. 1984.
[2] J. C. Wang, H. D. Chiang, K. N. Miu, and G. Darling, "Capacitor placement and real time control in large-scale unbalanced distribution systems: loss reduction formula, problem formulation, solution methodology and mathematical justification," IEEE Trans. on Power Delivery, vol. 12, no. 2, pp. 953-958, Apr. 1997.
[3] A. A. Sallam, M. Desouky, and H. Desouky, "Shunt capacitor effect on electrical distribution system reliability," IEEE Trans. on Reliability, vol. 43, no. 1, pp. 170-176, Mar. 1994.
[4] M. A. S. Masoum, A. Jafarian, M. Ladjevardi, and E. F. Fuchs, "Fuzzy approach for optimal placement and sizing of capacitor banks in the presence of harmonics," IEEE Trans. on Power Delivery, vol. 19, no. 2, pp. 822-829, Apr. 2004.
[5] A. A. Eajal, and M. E. El-Hawary, "Optimal capacitor placement and sizing in unbalanced distribution systems with harmonics consideration using particle swarm optimization," IEEE Trans. on Power Delivery, vol. 25, no. 3, pp. 1734-1741, July. 2010.
[6] M. E. Baran, F. F. Wu, "Optimal capacitor placement on radial distribution systems," IEEE Trans. on Power Delivery, vol. 4, no. 1, pp. 725-734, Jan. 1989.
[7] G. Carpinelli, P. Varilone, V. Di Vito, and A. Abur, "Capacitor placement in three-phase distribution systems with nonlinear and unbalanced loads," IEE Gener. Transm. Distrib., vol. 152, no. 1, pp. 47- 52, Jan. 2005.
[8] J. J. Grainger, A. A. El-Kib, and S. H. Lee, "Optimal capacitor placement on three-phase primary feeders: load and feeder unbalance effects," IEEE Trans. on Power Apparatus and Systems, vol. PAS-102, no. 10, pp. 3296-3305, Oct. 1983.
[9] M. Chis, M. M. A. Salama, and S. Jayaram, "Capacitor placement in distribution systems using heuristic search strategies," IEE Gener. Transm. Distrib., vol. 144, no. 3, pp. 225-230, May. 1997.
[10] I. C. da Silva, and et al., "A heuristic constructive algorithm for capacitor placement on distribution systems," IEEE Trans. on Power Systems, vol. 23, no. 4, pp. 1619-1626, Nov. 2008.
[11] S. K. Goswami, T. Ghose, and S. K. Basu, "An approximate method for capacitor placement in distribution system using heuristics and greedy search technique," Electric Power Systems Research, vol. 51, no. 3, pp. 143-151, Sep. 1999.
[12] R. A. Gallego, A. J. Monticelli, and R. Romero, "Optimal capacitor placement in radial distribution networks," IEEE Trans. Power Systems, vol. 16, no. 4, pp. 630-637, Nov. 2001.
[13] J. C. Carlisle, and A. A. El-Keib, "A graph search algorithm for optimal placement of fixed and switched capacitors on radial distribution systems," IEEE Trans. on Power Delivery, vol. 15, no 1, pp. 423-428, Jan. 2000.
[14] M. Ladjavardi, and M. A. S. Masoum, "Genetically optimized fuzzy placement and sizing of capacitor banks in distorted distribution networks," IEEE Trans. on Power Delivery, vol. 23, no. 1, pp. 449-456, Jan. 2008.
[15] A. H. Etemadi, and M. Fotuhi-Firuzabad, "Distribution system reliability enhancement using optimal capacitor placement," IET Gener. Transm. Distrib., vol. 2, no. 5, pp. 621-631, July. 2008.
[16] B. Dengiz, and C. Alabas, "Simulation optimization using tabu search," in IEEE Conf. Winter Simulation, 2000, pp. 805-810.
[17] Y. C. Huang, H. T. Yang, and C. L. Huang, "Solving the capacitor placement problem in a radial distribution system using tabu search approach," IEEE Trans. Power Systems., vol. 11, no. 4, Nov. 1996.
[18] A. H. H. Al-Mohammed, and I. Elamin, "Capacitor placement in distribution systems using artificial intelligent techniques," in IEEE Conf. Power Tech, Italy, 2003, pp. 1-7.
[19] K. P. Wong, "Solving power system optimization problems using simulated annealing, Engineering Applications of Artificial Intelligence vol. 8, no. 6, pp. 665-670, Dec. 1995.
[20] M. A. S. Masoum, M. Ladjevardi, A. Jafarian, and E. F. Fuchs, "Optimal placement, replacement and sizing of capacitor Banks in distorted distribution networks by genetic algorithms," IEEE Trans. on Power Delivery, vol. 19, no. 4, pp. 1794 - 1801, Oct. 2004.
[21] S. Sundhararajan, and A. Pahwa, "Optimal selection of capacitor for radial distribution systems using a genetic algorithm", IEEE Trans. on Power Systems, vol. 9, no. 3, pp. 1499-1507, Aug. 1994.
[22] T. Ghose, S. K. Goswami, and S. K. Basu, "Energy loss reduction in distribution system by capacitor placement through combined GA-SA technique," in IEEE Conf. Global Connectivity in Energy, Computer, Communication and Control, India, 1998, pp. 502-505.
[23] J. Kennedy, and R. C. Eberhart, "Particle swarm optimization," in IEEE Conf. Neural Networks, Australia, 1995, pp. 1942-1948.
[24] P. Rezaei, and M. Vakilian, "Distribution system efficiency improvement by reconfiguration and capacitor placement using a modified particle swarm optimization algorithm," in IEEE Symposium Modern Electric Power Systems, Poland, 2010, pp. 1-6.
[25] C. F. Chang, "Reconfiguration and capacitor placement for loss reduction of distribution systems by ant colony search algorithm," IEEE Trans. on Power Systems, vol. 23, no. 4, pp. 1747-1755, Nov. 2008.
[26] K. Lee, and Z. Geem, "A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice," Computer Methods in Applied Mechanics and Engineering, vol. 194, no. 36-38, pp.3902-3933, Sep. 2005.
[27] R. Sirjani, A. Mohamed, and H. Shareef, "An improved harmony search algorithm for optimal capacitor placement in radial distribution systems" in IEEE Conf. Power Engineering and Optimization, Malaysia, 2011, pp 323 - 328.