Losses Reduction and Voltage Improvement Using Optimum Capacitor Allocation by PSO in Power Distribution Networks
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Capacitor installation is one of the common methods of the reactive power compensation in power distribution networks. In this paper, the optimum capacitor placement and sizing has been executed in the distribution network in terms of power losses minimization and voltage profile improvement. The maximum and minimum bus voltage and maximum possible capacitor size are the constraints of optimum capacitor placement and sizing problem which considered as a penalty factor in the objective function. In order to solve the obtained objective function, the Particle Swarm Optimization (PSO) is utilized to find the best possible capacitor placement and size. The OpenDSS engine is utilized to solve the power flow through Matlab coding interface. To validate the functionality of the proposed method, the IEEE 13 node and IEEE 123 node test systems are implemented. In both cases, the optimum capacitor allocation has been applied by the proposed PSO to find the best possible capacitor location and size. The result shows that the proposed algorithm is more cost effective and has lower power losses compare to the IEEE standard case. In addition, the voltage profile has been improved.
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A. Eajal and M. El-Hawary, “Optimal capacitor placement and sizing in distorted radial distribution systems part III: Numerical results,” 4th International Conference on Harmonics and Quality of Power (ICHQP), pp. 1 – 8, 2010.
M. Medeiros, “A memetic algorithm based on mixed ant colony optimization and genetic algorithm for optimal capacitor placement,” 16th International Conference on Intelligent System Application to Power Systems (ISAP), pp. 1–6, 2011.
S. A. Taher, A. Karimian, and M. Hasani, “A new method for optimal location and sizing of capacitors in distorted distribution networks using PSO algorithm,” Simulation Modelling Practice and Theory, vol. 19, no. 2, pp. 662–672, Feb. 2011.
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 Transactions on Power Delivery, vol. 19, no. 4, pp. 1794–1801, Oct. 2004.
I. Mady, “Optimal sizing of capacitor banks and distributed generation in distorted distribution networks by genetic algorithms,” 20th International Conference on Electricity Distribution, CIRED, pp. 8–11, 2009.
R. Sirjani, A. Mohamed, and H. Shareef, “An improved harmony search algorithm for optimal capacitor placement in radial distribution systems,” 5th International Power Engineering and Optimization Conference (PEOCO2011),IEEE, no. June, pp. 6–7, 2011.
Sirjani, R., Mohamed, A., Shareef, H., Optimal capacitor placement in Three-Phase distribution systems using improved harmony search algorithm, (2011) International Review of Electrical Engineering (IREE), 6 (4), pp. 1783-1793.
R. Dugan, “OpenDSS Introductory Training Level 1 Introduction,” 2009. [Online]. Available: http://www.smartgrid.epri.com/doc/OpenDSS Level 1 Training.pdf.
M. Shamshiri, C. K. Gan, K. Jusoff, I. J. Hasan, M. Ruddin, M. Yusoff, E. Engineering, M. Utem, H. T. Jaya, D. Tunggal, and T. Jaya, “Using Particle Swarm Optimization Algorithm in the Distribution System Planning,” Australian Journal of Basic and Applied Sciences (AJBAS), vol. 7, no. 3, pp. 85–92, 2013.
X. Yu, X. Xiong, and Y. Wu, “A PSO-based approach to optimal capacitor placement with harmonic distortion consideration,” Electric Power Systems Research, vol. 71, no. 1, pp. 27–33, Sep. 2004.
A. K. Sarma and K. M. Rafi, “Optimal Selection of Capacitors for Radial Distribution Systems Using Plant Growth Simulation Algorithm,” International Journal of Advanced Science and Technology, vol. 30, pp. 43–54, 2011.
Y. Baghzouz and S. Ertem, “Shunt capacitor sizing for radial distribution feeders with distorted substation voltages,” IEEE Transactions on Power Delivery, vol. 5, no. 2, pp. 650–657, 1990.
A. Nerves and F. Savet, “Voltage and reactive-power control optimization in a distribution system,” IEEE Region 10 Conference, TENCON 2006, pp. 1–4, 2006.
M. N. Ahmad, “Transmission Grid Planning,” 2006. [Online]. Available: http://www.uniten.edu.my/newhome/uploaded/coe/arsepe/2007/lecture/week 1/UNITEN ARSEPE 07 L3 Transmission Grid Planning Mohd Nasir Ahmad.pdf.
W. Kersting, “Radial distribution test feeders,” Power Engineering Society Winter Meeting, IEEE, vol. 2, pp. 908–912, 2001.
Radial Distribution Test Feeders. [Online]. Available: http://ewh.ieee.org/soc/pes/dsacom/testfeeders/.
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