Economic and environmental bi-objective design of an off-grid photovoltaic–battery–diesel generator hybrid energy system

International Energy Agency (IEA). World Energy Outlook 2013; 2013. Mohammed, 2014, Hybrid renewable energy systems for off-grid electric power: review of substantial issues, Renew Sustain Energy Rev, 35, 527, 10.1016/j.rser.2014.04.022 Akikur, 2013, Comparative study of stand-alone and hybrid solar energy systems suitable for off-grid rural electrification: a review, Renew Sustain Energy Rev, 27, 738, 10.1016/j.rser.2013.06.043 Celik, 2012, Optimisation and techno-economic analysis of autonomous photovoltaic–wind hybrid energy systems in comparison to single photovoltaic and wind systems, Energy Convers Manage, 43, 2453, 10.1016/S0196-8904(01)00198-4 Tan, 2010, A stochastic method for battery sizing with uninterruptible-power and demand shift capabilities in PV (photovoltaic) systems, Energy, 35, 5082, 10.1016/j.energy.2010.08.007 Wissem, 2012, Modeling and technical–economic optimization of an autonomous photovoltaic system, Energy, 37, 263, 10.1016/j.energy.2011.11.036 Glavin, 2012, Optimisation of a photovoltaic battery ultracapacitor hybrid energy storage system, Sol Energy, 86, 3009, 10.1016/j.solener.2012.07.005 Kazem, 2013, Sizing of a standalone photovoltaic/battery system at minimum cost for remote housing electrification in Sohar, Oman, Energy Build, 61, 108, 10.1016/j.enbuild.2013.02.011 Rezk, 2013, Sizing of a standalone concentrated photovoltaic system in Egyptian site, Int J Electr Power Energy Syst, 45, 325, 10.1016/j.ijepes.2012.09.001 Semaoui, 2013, Optimal sizing of a stand-alone photovoltaic system with energy management in isolated areas, Energy Proc, 36, 358, 10.1016/j.egypro.2013.07.041 Protogeropoulos, 1997, Sizing and techno-economical optimization for hybrid solar photovoltaic/wind power systems with battery storage, Int J Energy Res, 21, 465, 10.1002/(SICI)1099-114X(199705)21:6<465::AID-ER273>3.0.CO;2-L Yang, 2007, A novel optimization sizing model for hybrid solar–wind power generation system, Sol Energy, 81, 76, 10.1016/j.solener.2006.06.010 Yang, 2008, Optimal sizing method for stand-alone hybrid solar–wind system with LPSP technology by using genetic algorithm, Sol Energy, 82, 354, 10.1016/j.solener.2007.08.005 Diaf, 2008, Technical and economic assessment of hybrid photovoltaic/wind system with battery storage in Corsica Island, Energy Policy, 36, 743, 10.1016/j.enpol.2007.10.028 Kaabeche, 2011, Techno-economic valuation and optimization of integrated photovoltaic/wind energy conversion system, Sol Energy, 85, 2407, 10.1016/j.solener.2011.06.032 Askarzadeh, 2015, A novel framework for optimization of a grid independent hybrid renewable energy system: a case study of Iran, Sol Energy, 112, 383, 10.1016/j.solener.2014.12.013 Li, 2009, Dynamic modeling and sizing optimization of stand-alone photovoltaic power systems using hybrid energy storage technology, Renew Energy, 34, 815, 10.1016/j.renene.2008.04.018 Avril, 2010, Multi-objective optimization of batteries and hydrogen storage technologies for remote photovoltaic systems, Energy, 35, 5300, 10.1016/j.energy.2010.07.033 Jallouli, 2012, Sizing, techno-economic and generation management analysis of a standalone photovoltaic power unit including storage devices, Energy, 40, 196, 10.1016/j.energy.2012.02.004 Silva, 2013, A stand-alone hybrid photovoltaic, fuel cell and battery system: a case study of Tocantins, Brazil, Renew Energy, 57, 384, 10.1016/j.renene.2013.02.004 Muselli, 1999, Design of hybrid-photovoltaic power generator, with optimization of energy management, Sol Energy, 65, 143, 10.1016/S0038-092X(98)00139-X Muselli, 2000, PV-hybrid power systems sizing incorporating battery storage: an analysis via simulation calculations, Renew Energy, 20, 1, 10.1016/S0960-1481(99)00094-4 Shaahid, 2007, Technical and economic assessment of grid-independent hybrid photovoltaic–diesel–battery power systems for commercial loads in desert environments, Renew Sustain Energy Rev, 11, 1794, 10.1016/j.rser.2006.03.001 Shaahid, 2008, Economic analysis of hybrid photovoltaic–diesel–battery power systems for residential loads in hot regions—a step to clean future, Renew Sustain Energy Rev, 12, 488, 10.1016/j.rser.2006.07.013 Shaahid, 2009, Techno-economic evaluation of off-grid hybrid photovoltaic–diesel–battery power systems for rural electrification in Saudi Arabia-a way forward for sustainable development, Renew Sustain Energy Rev, 13, 625, 10.1016/j.rser.2007.11.017 Hrayshat, 2009, Techno-economic analysis of autonomous hybrid photovoltaic–diesel–battery system, Energy Sustain Develop, 13, 143, 10.1016/j.esd.2009.07.003 Saheb-Koussa, 2009, Economic and technical study of a hybrid system (wind–photovoltaic–diesel) for rural electrification in Algeria, Appl Energy, 86, 1024, 10.1016/j.apenergy.2008.10.015 Rehman, 2010, Study of a solar PV–diesel–battery hybrid power system for a remotely located population near Rafha, Saudi Arabia, Energy, 35, 4986, 10.1016/j.energy.2010.08.025 Khatib, 2011, Optimal sizing of building integrated hybrid PV/diesel generator system for zero load rejection for Malaysia, Energy Build, 43, 3430, 10.1016/j.enbuild.2011.09.008 Kaldellis, 2012, Optimum PV–diesel hybrid systems for remote consumers of the Greek territory, Appl Energy, 97, 61, 10.1016/j.apenergy.2011.12.010 Khelif, 2012, Feasibility study of hybrid diesel–PV power plants in the southern of Algeria: case study on AFRA power plant, Int J Electr Power Energy Syst, 43, 546, 10.1016/j.ijepes.2012.06.053 Ismail, 2013, Techno-economic analysis of an optimized photovoltaic and diesel generator hybrid power system for remote houses in a tropical climate, Energy Convers Manage, 69, 163, 10.1016/j.enconman.2013.02.005 Tazvinga, 2013, Minimum cost solution of photovoltaic–diesel–battery hybrid power systems for remote consumers, Sol Energy, 96, 292, 10.1016/j.solener.2013.07.030 Tazvinga, 2014, Energy dispatch strategy for a photovoltaic–wind–diesel–battery hybrid power system, Sol Energy, 108, 412, 10.1016/j.solener.2014.07.025 Suresh Kumar, 2014, Economic analysis of hybrid power systems (PV/diesel) in different climatic zones of Tamil Nadu, Energy Convers Manage, 80, 469, 10.1016/j.enconman.2014.01.046 Ismail, 2013, Design of an optimized photovoltaic and microturbine hybrid power system for a remote small community: case study of Palestine, Energy Convers Manage, 75, 271, 10.1016/j.enconman.2013.06.019 Elhadidy, 2004, Promoting applications of hybrid (wind+photovoltaic+diesel+battery) power systems in hot regions, Renew Energy, 29, 517, 10.1016/j.renene.2003.08.001 Dufo-López, 2011, Multi-objective optimization minimizing cost and life cycle emissions of stand-alone PV–wind–diesel systems with batteries storage, Appl Energy, 88, 4033, 10.1016/j.apenergy.2011.04.019 Kaabeche, 2014, Techno-economic optimization of hybrid photovoltaic/wind/diesel/battery generation in a stand-alone power system, Sol Energy, 103, 171, 10.1016/j.solener.2014.02.017 Dufo-López, 2008, Multi-objective design of PV–wind–diesel–hydrogen–battery systems, Renew Energy, 33, 2559, 10.1016/j.renene.2008.02.027 Kusakana, 2014, Hybrid diesel generator/renewable energy system performance modeling, Renew Energy, 67, 97, 10.1016/j.renene.2013.11.025 Khatib, 2013, A review of photovoltaic systems size optimization techniques, Renew Sustain Energy Rev, 22, 454, 10.1016/j.rser.2013.02.023 Luna-Rubio, 2012, Optimal sizing of renewable hybrids energy systems: a review of methodologies, Sol Energy, 86, 1077, 10.1016/j.solener.2011.10.016 Erdinc, 2012, Optimum design of hybrid renewable energy systems: overview of different approaches, Renew Sustain Energy Rev, 16, 1412, 10.1016/j.rser.2011.11.011 Upadhyay, 2014, A review on configurations, control and sizing methodologies of hybrid energy systems, Renew Sustain Energy Rev, 38, 47, 10.1016/j.rser.2014.05.057 Lilienthal, 2005 Markvart, 2000 International Standard IEC 61724:1998. Photovoltaic system performance monitoring – guidelines for measurement, data exchange and analysis; 1998. Hernández-Moro, 2013, Analytical model for solar PV and CSP electricity costs: present LCOE values and their future evolution, Renew Sustain Energy Rev, 20, 119, 10.1016/j.rser.2012.11.082 Wenham, 2007 Bortolini, 2014, Technical and economic design of photovoltaic and battery energy storage system, Energy Convers Manage, 86, 81, 10.1016/j.enconman.2014.04.089 Wiedmann, 2008, 1 Pogodaiklimat; 2014. <http://www.pogodaiklimat.ru/>. National Renewable Energy Laboratory (NREL). PV Watts tool; 2014. <http://rredc.nrel.gov/solar/calculators/pvwatts>. Bortolini, 2013, Multi-parameter analysis for the technical and economic assessment of photovoltaic systems in the main European Union countries, Energy Convers Manage, 74, 117, 10.1016/j.enconman.2013.04.035 Tina, 2012, Case study of a grid connected with a battery photovoltaic system: V-trough concentration vs. single-axis tracking, Energy Convers Manage, 64, 569, 10.1016/j.enconman.2012.05.029 Ecoinvent centre. Ecoinvent data v. 2.0: ecoinvent reports no. 1–25. Swiss centre for life cycle inventorie; 2007. Thevenard, 2013, Estimating the uncertainty in long-term photovoltaic yield predictions, Sol Energy, 91, 432, 10.1016/j.solener.2011.05.006 Battke, 2013, A review and probabilistic model of lifecycle costs of stationary batteries in multiple applications, Renew Sustain Energy Rev, 25, 240, 10.1016/j.rser.2013.04.023