Document Type : Review Article

Authors

Babol Nashirvani University of Technology

Abstract

In this paper optimum size and location of capacitors and distributed generators (DGs) are determined for reliability improvement and power loss reduction using genetic algorithm (GA). The main innovation of this paper is using both of DG and Capacitor for the reliability improvement and power loss reduction. For this purpose an objective function consisting of reliability cost, power loss cost and also DG's and capacitor's investment cost are considered. The effectiveness of the proposed method is examined in the 10 and 33 bus test systems and comparative studies are conducted before and after DG and Capacitor installation in the test systems. The results obtained show the effectiveness of the proposed method.

Keywords

[1]H. M. Khodr, Z. A. Vale and C. Ramos, “A Benders Decomposition and Fuzzy Multicriteria Approach for Distribution Networks Remuneration Considering DG,” IEEE Transactions on Power Systems, vol. 24, pp. 1091-1101, May. 2009.
[2]C. Wang and M. H. Nehrir, “Analytical approaches for optimal placement of distributed generation sources in power systems,” IEEE Transactions On Power Systems, vol. 19, pp. 2068-2076, Nov. 2004.
[3]M. P. Lalitha, V. C. Reddy, N. S. Reddy, “Application of fuzzy and ABC algorithm for DG placement for minimum loss in radial distribution system,” Iran. J. Electr. Electron. Eng, vol. 6, pp. 248–256, Dec. 2010.
[4]T. Niknam, I. Taheri, J. Aghaei, S. Tabatabaei, and M. Nayeripour, “A modified honey bee mating optimization algorithm for multiobjective placement of renewable energy resources,” Applied Energy, vol. 88, pp. 4817–4830, Dec. 2011.
[5]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, vol. 34, pp. 66–74, Jan. 2012.
[6]JV. Schmill, “Optimum size and location of shunt capacitors on distribution feeders,” IEEE Trans Power Apparat Syst, vol. 84, pp. 825–832, Sep. 1965.
[7]A. H. Etemadi and M. Fotuhi-Firuzabad, “Distribution system reliability enhancement using optimal capacitor placement,” Generation,Transmission & Distribution, IET, vol. 2, pp. 621-631, Sep. 2008.
[8]R. Srinivasas Rao, S. V. L. Narasimham and M. Ramalingaraju, “Optimal capacitor placement in a radial distribution system using Plant Growth Simulation Algorithm,” Electrical Power and Energy Systems, vol. 33, pp. 1133–1139, Jun. 2011.
[9]IB. Mady, “Optimal Sizing of Capacitor Banks and distributed generation in Distorted Distribution Networks by Genetic Algorithms,” CIRED, 20th International Conference on Electricity Distribution, 2009, pp. 8-11.
[10]J. Gunda , N. A. Khan, “Optimal location and sizing of DG and shunt capacitor using differential evaluation,”, International journal of soft computing, 2011, 6, (4) ,pp. 128-135.
[11]M. Mohammadi , M. Houshyar, M. Salehi, and R. Ghadimi, “ Capacitor Bank and DG Optimal Placement in Order to Achieve the Minimum Active Power Losses by PSO,” Journal of Basic and Applied Scientific Research., vol. 2, pp. 1948-1955, 2012.
[12]R. Billinton, R. N. Allan, Reliability evaluation of power systems,(Plenum, New York, 1996, 2nd edn.).
[13]R. Biliinton, R. N. Allan, Reliability evaluation of engineering Systems, New York, 1992, 2nd edn.
[14]L. Goel, R. Billinton, “Evaluation of interrupted energy assessment rates in distribution systems,” IEEE Trans. Power Deliv., vol. 6, pp. 1876–1882, Oct. 1991.
[15]P. L. Lewin, J. E. Theed, A. E. Davies, S. T. Larsen, “Method for rating power cables buried in surface troughs,” IEE Proc., Gener. Transm. Distrib., vol. 146, pp. 360–364, Jul. 1999.
[16]S. V. Nikolajevic, “The Behavior of Water in XLPE and EPR Cables and Its Influence on the Electrical Characteristics of Insulation,” IEEE Transactions on Power Delivery, vol. 14, pp. 39-45, Jan. 1999.
[17]R. E. Brown, Electric power distribution reliability, Marcel Dekker Inc., New York, Basel, 2009.
[18]M. Gilvanejad, H. A Abyaneh, and K. Mazlumi, “Fuse cutout allocation in radial distribution system considering the effect of hidden failures,” Electrical Power and Energy Systems, vol. 42, pp. 575-582, Jun. 2012.
[19]S. M. Tabatabaei and B. Vahidi, “Bacterial foraging solution based fuzzy logic decision for optimal capacitor allocation in radial distribution system,” Electric Power Systems Research, vol. 81, pp. 1045-1050, Jan. 2011.
[20]N. Khalesi, N. Rezaei, M.-R. Haghifam, “DG allocation with application of dynamic programming for loss reduction and reliability improvement,” Electrical Power and Energy Systems, vol. 33, pp. 288–295, 2011.
[21]S. F. Mekhamer, S. A. Soliman, M. A. Moustafa, and M. E. El-Hawary, “Application of fuzzy logic for reactive power compensation of radial distribution feeders,” IEEE Transaction on Power System, vol. 18, pp. 206–213, Feb. 2003.
[22]JJ. Grainger, SH. Lee, “Optimum size and location of shunt capacitors for reduction of losses on distribution feeders,” IEEE Trans Power Apparat Syst, vol. 100, pp. 1105–1118, Mar. 1981.
[23]M. A. Kashem, V. Ganapathy, G. B. Jasmon, and M. I. Buhari, “A novel method for loss minimization in distribution networks,” In: Proceedings of international conference on electric utility deregulation and restructuring and power technologies, 2000. pp. 251–255.