A fuzzy decision-making model for optimal design of solar, wind, diesel-based RO desalination integrating flow-battery and pumped-hydro storage: Case study in Baltim, Egypt

被引:87
作者
Kotb, Kotb M. [1 ,2 ]
Elkadeem, M. R. [1 ,3 ]
Khalil, Ahmed [4 ]
Imam, Sherif M. [5 ]
Hamada, Mohamed A. [6 ]
Sharshir, Swellam W. [6 ]
Dan, Andras [2 ]
机构
[1] Tanta Univ, Fac Engn, Elect Power & Machines Engn Dept, Tanta 31521, Egypt
[2] Budapest Univ Technol & Econ, Dept Elect Engn, H-1111 Budapest, Hungary
[3] Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, Wuhan 430074, Peoples R China
[4] Kafrelsheikh Univ, Fac Engn, Civil Engn Dept, Kafrelsheikh 33516, Egypt
[5] Kafrelsheikh Univ, Fac Engn, Elect Engn Dept, Kafrelsheikh 33516, Egypt
[6] Kafrelsheikh Univ, Fac Engn, Mech Engn Dept, Kafrelsheikh 33516, Egypt
关键词
Hybrid renewable energy systems; Multicriteria decision making; Fuzzy AHP; Fuzzy VIKOR; Flow batteries; Pumped hydro energy storage; RENEWABLE ENERGY SYSTEM; FEASIBILITY ANALYSIS; FUEL-CELL; OPTIMIZATION; ELECTRIFICATION; STATE; ELECTRICITY; HOMER; COST; ART;
D O I
10.1016/j.enconman.2021.113962
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper aims to propose a conceptual design model for sustainable hybrid renewable stand-alone energy system (HRSES) to meet the electricity demand of a large-scale reverse osmosis desalination plant in Baltim, Egypt. The model investigates the feasibility of different HRSES alternatives and develop a fuzzy-based multicriteria decision-making model for meticulously selecting the optimal energy solution. Both zinc-bromine flow battery and turbine-pumped hydro energy storage technologies are integrated independently with wind, solar, and diesel power sources. Firstly, the proposed model uses HOMER software to execute an energy-economicecological optimization analysis for studying the practicability and components sizing of nine HRSES alternatives. Second, an integration between Fuzzy-AHP and Fuzzy-VIKOR decision-making methods is executed to choose the best design considering ten performance criteria. In the second stage, the fuzzy environment is engaged to expedite decision-makers to express their ratings in linguistic terms and to achieve more sensible and accurate results. Among ten feasible alternatives, the results reveal that the optimal system consists of 5 ? 20-kW wind turbines, 328-kW photovoltaic array, 100-kW diesel generator, 112 batteries and 235-kW converter. This system has the best economic performance among all alternatives with least NPC, COE, and payback-period of $1,048,046, 0.101$/kWh and 1.1 yr, respectively. Besides, it has a treasured share of renewable of 95.55%; hence, it produces a realistic CO2 of 25,426.46 kg/year. Lastly, the sensitivity analysis illuminates that the future load growth and low-interest rate hurt upcoming investments while the projected reduction in the cost of energy storages has an encouraging influence on financing decisions.
引用
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页数:32
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