Abstract
Energy saving in a distribution system through minimization of power losses is a crucial task for cost-effective operation. One of the most effective approaches in minimizing losses is through the application of distributed generation (DG). To achieve minimum losses, the correct size of DG could be determined using various optimization techniques. Different from other approaches, this paper presents an alternative method to minimize losses through optimal size of DG and optimal location of charging station (CS), which overall reduces the power losses of the network. This paper also investigates the impact of constant voltage (PV) or constant power (PQ) mode of DG to the overall power losses with the aim of choosing the best mode. The suitable DG operation modes and proper sequential placement between DG and CS does not only reduce the power losses, it has also opened new possibilities to add new additional loads in the system. The algorithm’s performance shows promising results in minimizing power losses when tested using 33 bus radial distribution networks.
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Alemi, P.; Gharehpetian, G.B.: DG allocation using an analytical method to minimize losses and to improve voltage security. In: 2nd international power and energy conference, pp. 1575–1580 (2008)
Gözel, T.; Hocaoglu, M.H.: An analytical method for the sizing and siting of distributed generators in radial systems. Electr. Power Syst. Res. 79(6), 912–918 (2009)
Duong Quoc, H.; Mithulananthan, N.; Bansal, R.C.: Analytical expressions for DG allocation in primary distribution networks. IEEE Trans. Energy Convers. 25(3), 814–820 (2010)
Hedayati, H.; Nabaviniaki, S.A.; Akbarimajd, A.: A method for placement of DG units in distribution networks. IEEE Trans. Power Deliv. 23(3), 1620–1628 (2008)
Singh, R.K.; Goswami, S.K.: (2009) Optimum siting and sizing of distributed generations in radial and networked systems. Electr. Power Compon. Syst. 37(2), 127–145
Harrison, G.P.; Siano, P.; Piccolo, A.; Wallace, A.R.: Distributed generation capacity evaluation using combined genetic algorithm and OPF. Int. J. Emerg. Electr. Power Syst. 8(2), 1–13 (2007)
El-Zonkoly, A.M.: Optimal placement of multi-distributed generation units including different load models using particle swarm optimisation. IET Gener. Transm. Distrib. 5(7), 760–771 (2011)
Kashem, M.A.; Ledwich, G.: Multiple distributed generators for distribution feeder voltage support. IEEE Trans. Energy Convers. 20(3), 676–684 (2005)
Alonso, M.; Amaris, H.: Voltage stability in distribution networks with DG. In: PowerTech 2009 IEEE Bucharest, June 28 2009-July 2 2009, pp. 1–6. doi:10.1109/PTC.2009.5282122
Abido, M.A.; Al-Ali, N.A.: Multi-objective optimal power flow using differential evolution. Arab. J. Sci. Eng. 37(5), 991–1005 (2012)
Khanjanzadeh, A.; Sedighizadeh, M.; Rezazadeh, A.; Pahlavanhoseini, A.: Using clonal selection algorithm for sitting and sizing of distributed generation in distribution network to improve voltage profile and reduce THD and losses. Int. Rev. Electr. Eng. 6(3), 1325–1331 (2011)
Calderón-Guizar, J.G.; Tovar-González, E.A.: Impact on generator reactive power limits on a static voltage stability. Adv. Electr. Comput. Eng. 11(4), 105–110 (2011)
Soroudi, A.; Ehsan, M.: Application of a modified NSGA method for multi-objective static distributed generation planning. Arab. J. Sci. Eng. 36(5), 809–825 (2011)
Bracale, A.; Angelino, R.; Carpinelli, G.; Mangoni, M.; Proto, D.: Dispersed generation units providing system ancillary services in distribution networks by a centralised control. IET Renew. Power Gener. 5(4), 311–321 (2011)
Moghaddas-Tafreshi, S.M.; Mashhour, E.: Distributed generation modeling for power flow studies and a three-phase unbalanced power flow solution for radial distribution systems considering distributed generation. Electr. Power Syst. Res. 79(4), 680–686 (2009)
Wencong, S.; Eichi, H.; Wente, Z.; Mo-Yuen, C.: A survey on the electrification of transportation in a smart grid environment. IEEE Trans. Ind. Inform. 8(1), 1–10 (2012)
Etezadi-Amoli, M.; Choma, K.; Stefani, J.: Rapid-charge electric-vehicle stations. IEEE Trans. Power Deliv. 25(3), 1883–1887 (2010)
Vasiladiotis, M.; Rufer, A.; Beguin, A.: Modular converter architecture for medium voltage ultra fast EV charging stations: global system considerations. In: Electric Vehicle Conference (IEVC), 2012 IEEE International, 4–8 March 2012, pp. 1–7. doi:10.1109/IEVC.2012.6183228
Lalitha, M.P.; Veera Reddy, V.C.; Usha, V.: Optimal DG placement for minimum real power loss in radial distribution systems using PSO. J. Theor. Appl. Inf. Technol. 13(2), 107–116 (2010)
Jamian, J.J.; Musa, H.; Mustafa, M.W.; Mokhlis, H.; Adamu, S.S.: Combined voltage stability index for charging station effect on distribution network. Int. Rev. Electr. Eng. 6(7), 3175–3184 (2011)
Bahrani, B.; Rufer, A.: Model predictive-based voltage regulation of an islanded distributed generation unit. In: Energy Conversion Congress and Exposition (ECCE), 2011 IEEE, 17–22 Sept. 2011, pp. 465–472. doi:10.1109/ECCE.2011.6063806
Gaonkar, D.N.; Rao, P.C.; Patel, R.N.: Hybrid method for voltage regulation of distribution system with maximum utilization of connected distributed generation source. In: Power India Conference, 2006 IEEE, pp. 5–8. doi:10.1109/POWERI.2006.1632522
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Jamian, J.J., Mustafa, M.W., Mokhlis, H. et al. Minimization of Power Losses in Distribution System via Sequential Placement of Distributed Generation and Charging Station. Arab J Sci Eng 39, 3023–3031 (2014). https://doi.org/10.1007/s13369-013-0922-5
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DOI: https://doi.org/10.1007/s13369-013-0922-5