N. Ghorbani, A. Kasaeian, A. Toopshekan, L.
Bahrami, and A. Maghami, “Optimizing a hybrid
wind-PV-battery system using GA-PSO and MOPSO
for reducing cost and increasing reliability,” Energy,
Vol. 154, pp. 581-591, Jul. 2018 .
 H. Fathabadi, “Novel grid-connected solar/wind
powered electric vehicle charging station with vehicle-
to-grid technology,” Energy, Vol. 132, pp. 1-11,
Aug. 2017 .
 AN. Celik, “Techno-economic analysis of autonomous
PV-wind hybrid energy systems using different sizing
methods” Energy Conversion and Management, Vol.
44, No. 12, pp. 1951–1968, Jul. 2003.
 R. una-Rubio, M. Trejo-Perea, D. Vargas-Vázquez,
and GJ. Ríos-Moreno, “Optimal sizing of renewable
hybrids energy systems: A review of methodologies”
Solar Energy, Vol. 86, No. 4, pp. 1077-1088, Ap.2012.
 X.u. Daming, L. Kang, L. Hang, and B. Cao, “Optimal
sizing of standalone hybrid wind/pv power systems
using genetic algorithms,” Canadian Conference on
Electrical and Computer Engineering, pp.1722–1725,
 H. Yang, W. Zhou, L. Lu, and Z, Fang, “Optimal sizing
method for stand-alone hybrid solar-wind system with
LPSP technology by using genetic algorithm,” Solar
Energy, Vol. 82, No. 4, pp. 354–367, Apr. 2008.
 M. Sharafi, and TY. ELMekkawy, “Multi-objective
optimal design of hybrid renewable energy systems
using PSO-simulation based approach,” Renewable
Energy, Vol. 68, pp. 67-79, Aug. 2014.
 T. Markvart, “Sizing of hybrid photovoltaic-wind
energy systems,” Solar Energy Vol. 57, No. 4, pp. 277-
281, Oct. 1996.
 M. Alramlawi, A. Gabash, E. Mohagheghi, and P. Li,
“Optimal operation of hybrid PV-battery system
considering grid scheduled blackouts and battery
lifetime,” Solar Energy, Vol. 161, pp. 125–137, Feb.
 J. Schmidt, R. Cancella, and AO. Pereira, “An optimal
mix of solar PV, wind, and hydro power for a low-
carbon electricity supply in Brazil,” Renewable
Energy, Vol. 85, pp. 137-147, Jan. 2016.
 W.D. Kellogg, M.H. Nehrir, G. Venkataramanan, and
V. Gerez, “Generation unit sizing and cost analysis for
stand-alone wind, photovoltaic, and hybrid wind/PV
systems,” IEEE Trans on Energy Conversion, Vol. 13,
No. 1, pp. 70-75, Mar. 1998.
 O. Ekren, and B.Y. Ekren, “Size optimization of a
PV/wind hybrid energy conversion system with battery
storage using simulated annealing,” Applied Energy,
Vol. 87, No. 2, pp. 592-598, Feb. 2010.
 A. Yahiaoui, K. Benmansour, and M. Tadjine,
“Control, analysis and optimization of hybrid PV-
diesel-battery systems for isolated rural city in
Algeria,” Solar Energy, Vol. 137, No. 1, pp. 1-10, Nov.
 A. Kornelakis, and Y. Marinakis, “Contribution for
optimal sizing of grid-connected PV-systems using
PSO,” Renewable Energy, Vol. 35, No. 6, pp. 1333-
1341, Jun. 2010.
 S. Ahmadi, and S. Abdi, “Application of the hybrid big
bang-big crunch algorithm for optimal sizing of a
stand-alone hybrid PV/wind/battery system,” Solar
Energy, Vol. 134, pp. 366-374, Sep. 2016.
 M. Mohammadi, S.H. Hosseinian, and G.B
Gharehpetian, “Optimization of hybrid solar energy
sources/wind turbine systems integrated to utility grids
as microgrid (MG) under pool/bilateral/hybrid
electricity market using PSO,” Solar Energy, Vol. 86,
No. 6, pp. 112-125, Jan. 2012.
 A. Maleki, M.G. Khajeh, and M. Ameri, “Optimal sizing of a grid independent hybrid renewable energy
system incorporating resource uncertainty and load
uncertainty,” International Journal of Electrical
Power & Energy Systems, Vol. 83, pp. 514-524, Dec.
 W. Zhang, A. Maleki, M. Rosen, and J. Liu, “Sizing a
stand-alone solar-wind-hydrogen energy system using
weather forecasting and a hybrid search optimization
algorithm,” Energy Conversion and Management,
Vol. 180, pp. 609-621, Jan. 2019.
 D. Yang, C. Jiang, G. Cai, and N. Huang, “Optimal
sizing of a wind/solar/battery/diesel hybrid microgrid
based on typical scenarios considering meteorological
variability,” IET Renewable Power Generation,
vol. 13, no. 9, pp. 1446-1455, 2019.
 J. Duchaud, G. Notton, C. Darras, and C. Voyant,
"Multi-Objective Particle Swarm optimal sizing of a
renewable hybrid power plant with
storage", Renewable Energy, vol. 131, pp. 1156-1167,
 H.R. Baghaee, M. Mirsalim, G.B, Gharehpetian, and
H.A. Talebi, “Reliability/cost-based multi-objective
Pareto optimal design of stand-alone wind/PV/FC
generation microgrid system,” Energy, Vol. 115, No.
1, pp. 1022-1041, Nov. 2016.
 H. Belmili, M. Haddadi, S. Bacha, M.F. Almi, and B.
Bendib, “Sizing stand-alone photovoltaic-wind hybrid
system: Techno-economic analysis and optimization”
Renewable and Sustainable Energy Reviews, Vol. 30 ,
pp. 821-832, Feb. 2014.
 A. Maleki, M.G. Khajeh, and M, Ameri, “Optimal
sizing of a grid independent hybrid renewable energy
system incorporating resource uncertainty, and load
uncertainty” International Journal of Electrical Power
& Energy Systems, Vol. 83, pp. 514-524, Dec. 2016.
 S.C. Gupta, Y. Kumar, and G. Agnihotri, “Design of
an autonomous renewable hybrid power system,”
International Journal of Renewable Energy
Technology, Vol. 2, No. 1, pp. 86-104, Jan. 2011.
 J. Farzaneh, R. Keypour, and A. Karsaz, “A novel fast
maximum power point tracking for a PV system using
hybrid PSO-ANFIS algorithm under partial shading
conditions,” International Journal of Industrial
Electronics, Control and Optimization, Vol. 2, No. 1,
pp. 47-58, Nov. 2019.
 M. Ramli, H. Bouchekara, and A.S. Alghamdi,
“Optimal sizing of PV/wind/diesel hybrid microgrid
system using multi-objective self-adaptive differential
evolution algorithm,” Renewable Energy,
Vol. 121, pp. 400-411, Jun. 2018.
 M. Hossain, S. Mekhilef, and L. Olatomiwa,
“Performance evaluation of a stand-alone PV-wind-
diesel-battery hybrid system feasible for a large resort
center in South China Sea, Malaysia,” Sustainable
Cities and Society, Vol. 28, pp. 358-366, January 2017.
 R. Eberhart, and J. Kennedy, “A new optimizer using particle swarm theory,” Proc Sixth Int Symp Micro
Mach Hum Sci, pp. 39–43, 1995.
 J.H. Seo, C.H. Im, C.G. Heo, J.K. Kim, H.K. Jung, and
C.G. Lee, “Multimodal function optimization based on
particle swarm optimization,” IEEE Trans Magnetics,
Vol. 42, No. 4, pp. 1095-1098, Mar. 2006.
 R. Storn, and K. Price, “Differential evolution - a
simple and efficient heuristic for global optimization
over continuous spaces,” Journal of Global
Optimization, Vol. 11, pp. 341-359, 1997.
 X.S. Yang, “Firefly algorithms for multimodal
optimization,” International Symposium on Stochastic
Algorithms, pp. 169-78, 2009.
 Z. Geem, J. Kim, and G. V. Loganathan, “Anew
heuristic optimization algorithm: Harmony search,”
Simulation Vol. 76, pp. 60-68, Feb. 2001.
 S. Mirjalili, “The ant lion optimizer,” Advances in
Engineering Software, Vol. 83, pp. 80-98, May. 2015.
 I. Scharf, A. Subach, and O. Ovadia, “Foraging
behaviour and habitat selection in pit-building antlion
larvae in constant light or dark conditions,” Animal
Behaviour, Vol. 76, No. 6, pp. 2049-2057, Dec. 2008.