Load Model Effect Assessment on Optimal Distributed Generation Sizing and Allocation Using Improved Harmony Search Algorithm
Subject Areas : journal of Artificial Intelligence in Electrical Engineering
حسین نصیر اقدم
1
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مرتضی نصیر اقدم
2
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Keywords:
Abstract :
[1] Zhu, D., Broadwater, R.P., Tam, KS., Seguin,
R. and Asgeirsson, H. “Impact of DG
Placement on Reliability and Efficiency with
Time-Varying Loads,” IEEE Transaction on
Power Systems, vol. 21(1), pp.419-27, 2006.
[2] Celli, G., Ghiani, E., Loddo, M. and Pilo, F.
“Voltage Profile Optimization with Distributed
Generation,” IEEE Russia Power Tech, 2005.
[3] Zangiabadi, M., Feuillet, R., Lesani, H., Hadj-
Said, N. and Kvaløy, J. “Assessing the
performance and benefits of customer
distributed generation developers under
uncertainties,” Energy, vol. 36, pp.1703-12,
2011.
[4] Porkar, S., Poure, P., Abbaspour-Tehrani-fard,
A. and Saadate, S. “A novel optimal
distribution system planning framework
implementing distributed generation in a
deregulated electricity market,” Electr. Power
Syst. Res., vol. 80, pp.828–37, 2010.
[5] Zangeneh, A., Jadid, S. and Rahimi-Kian, A.
“A fuzzy environmental-technical-economic
model for distributed generation planning,”
Energy, vol.36, pp.3437-45, 2011.
[6] Bayod-Ru´ jula, A.A. “Future development of
the electricity systems with distributed
generation,” Energy, vol. 34, pp.377-83, 2009.
[7] Harrison, G.P. and Wallace, A.R. “Maximizing
distributed generation capacity in deregulated
markets,” Proceedings of the IEEE
Transmission and Distribution Conference and
Exposition, vol. 2, pp. 527–530, September,
2003.
[8] Harrison, G. P., Piccolo, A., Siano, P.and
Wallace, A. R. “Hybrid GA and OPF
evaluation of network capacity for distributed
generation connections,” Electr. Power Syst.
Res., vol. 78, pp. 392–98, 2008.
[9] Khalesi, N., Rezaei, N. and Haghifam, M. R.
“DG allocation with application of dynamic
programming for loss reduction and reliability
improvement,” Int. J. Elect. Power Energy
Syst., vol. 33(2), pp. 288–95, 2011.
[10] Wang, C. and Nehrir, MH. “Analytical
approaches for optimal placement of
distributed generation sources in power
systems,” IEEE Transaction on Power
Systems, vol. 19(4), pp. 2068–76, 2004.
[11] Acharya, N., Mahat, P., and Mithulananthan, N.
“An analytical approach for DG allocation in
primary distribution network,” Int. J. Electr.
Power Energy Syst., vol. 28, pp. 669–78, 2006.
[12] Gozel, T., and HakanHoucaoglu, M. “An
analytical method for sizing and siting of
distributed generators in radial systems,”
Electr. Power Syst. Res., vol. 79, pp. 912–8,
2009.
[13] Elnashar, M. M., ElShatshat, R. and Salama,
M. M. A. “Optimum siting and sizing of a large
distributed generator in a mesh connected
system,” Electr. Power Syst. Res., vol. 80, pp.
690–97, 2010.
[14] Parizad, A., Khazali, A. and Kalantar, M.
“Optimal Placement of Distributed Generation
with Sensitivity Factors considering Voltage
Stability and Losses Indices,” Proc. Iranian
Conference on Electrical Engineering (ICEE),
pp.848-5, 2010.
[15] Moradi, M. H. and Abedini, M. A.
“combination of genetic algorithm and particle
swarm optimization for optimal DG location
and sizing in distribution systems,” Int. J.
Elect.r Power Energy Syst., vol. 34, pp.66–74,
2012.
[16] AlRashid,i M.R. and AlHajri, M.F. “Optimal
planning of multiple distributed generation
sources in distribution networks: A new
approach,” Energy Conversion and
Management, vol. 55, pp.3301–8, 2011.
[17] Abu-Mouti, F. S.andEl-Hawary, M. E.
“Optimal Distributed Generation Allocation
and Sizing in Distribution Systems via
Artificial Bee Colony Algorithm,” IEEE
Transaction on Power Delivery, vol. 26(4),
pp.2090-101, 2011.
[18] Rao, R. S., Narasimham, S. V. L., Raju, M. R.
and Rao, A. S. “Optimal Network
Reconfiguration of Large-Scale Distribution
System Using Harmony Search Algorithm,”
IEEE Transaction on Power System, vol. 26(3),
pp.1080-88, 2011.
[19] Khazali, A. H. and Kalantar, M. “Optimal
reactive power dispatch based on harmony
search algorithm,” Int. J. Electr. Power Energy
Syst., vol.33, pp.684–92, 2011.
[20] Vasebi, A., Fesanghary, M. and Bathaee, S. M.
T. “Combined heat and power economic
dispatch by harmony search algorithm,” Electr.
Power Syst. Res., vol. 29, pp.713–19, 2007.
[21] Coelho, L. S. and Mariani, V. C. “An improved
harmony search algorithm for power economic
load dispatch,” Energy Conversion and
Management, vol. 50, pp.2522–6, 2009.
[22] Khorram, E. and Jaberipour, M. “Harmony
search algorithm for solving combined heat
and power economic dispatch problems,”
Energy Conversion and Management, vol.52,
pp.1550–4, 2011.
[23] Fesanghary, M. and Ardehali, M. M. “A novel
meta-heuristic optimization methodology for
solving various types of economic dispatch
problem,” Energy, vol. 34, pp.757-66, 2009.
[24] Singh, D. and Misra, R. K. “Multi-objective
feeder reconfiguration in different tariff
structures,” IET Gener. Transm.Distrib.,
2010;vol. 4(8), pp.974–988, 2010.
[25] Singh, D., Misra, R. K. and Singh, D. “Effect
of load models on assessment of energy losses
in distributed generation Planning,” IEEE
Transaction on Power Systems, vol.22(4), pp.
2204-12, 2007.
[26] Singh, D., Singh, D. and Verma, K.S.
“Multiobjective optimization for DG planning
with load models,” IEEE Transaction on Power
Systems, vol. 24(1), pp. 427-36, 2009.
[27] Eminoglu, U. and Hocaoglu, M. H. “A new
power flow method for radial distribution
systems including voltage dependent load
models,” Electr. Power Syst. Res., vol.76, pp.
106–114, 2005.
[28] Geem, Z. W., Kim, J. H. and Loganathan, G. V.
“A new heuristic optimization algorithm:
harmony search,” Simulation, vol.76(2),
pp.60–8, 2001.
[29] Lee, K. S. and Geem, Z. W. “A new metaheuristic
algorithm for continuous engineering
optimization: harmony search theory and
practice,” Appl. Mech. Eng., vol.194, pp.3902–
33, 2004
[30] Mahdavi, M., Fesanghary, M. and Damangir, E.
“An improved harmony searchalgorithm for
solving optimization problems,” Appl. Math.
Comput.,vol. 188(2), pp.1567–79, 2007.
[31] Baran, M. E. and Wu, F. F. “Optimum sizing of
capacitor placed on radial distribution
systems,” IEEE Transaction on Power
Delivery, vol. 4, pp.735-43, 1989.
[32] IEEE Standard for Interconnecting Distributed
Resources with Electric Power systems, IEEE
Std. 1547-2003, 2003, 1–16.
