A review of optimization techniques for hybrid renewable energy systems

被引:9
|
作者
Ansari, Mohammad Shariz [1 ]
Jalil, Mohd Faisal [2 ]
Bansal, R. C. [3 ,4 ]
机构
[1] KIET Grp Inst, Dept Elect & Elect Engn, Ghaziabad, India
[2] Aligarh Muslim Univ, Fac Engn & Technol, Dept Elect Engn, Aligarh, Uttar Pradesh, India
[3] Univ Sharjah, Dept Elect Engn, Sharjah, U Arab Emirates
[4] Univ Pretoria, Dept Elect Elect & Comp Engn, Pretoria, South Africa
来源
关键词
Optimization techniques; Hybrid renewable energy systems (HRES); Solar photovoltaic systems; Wind turbine system; Artificial intelligence; POWER-SUPPLY PROBABILITY; STAND-ALONE WIND; TECHNOECONOMIC ANALYSIS; OPTIMAL-DESIGN; MULTIOBJECTIVE OPTIMIZATION; CONVERSION SYSTEMS; MANAGEMENT-SYSTEM; SIZING METHOD; WEATHER DATA; GENERATION;
D O I
10.1080/02286203.2022.2119524
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Solar photovoltaic and wind power systems are very much dependent on climate variations. Wind and solar photovoltaic systems are unreliable without storage units like batteries and diesel generators as a backup. The addition of storage devices increases the reliability of the hybrid system consisting of solar photovoltaic and wind turbines. During cloudy and slow windy days, sufficient battery bank capacity is required to meet the load demand. This review paper gives new ways of hybrid energy generation. It discusses several optimization approaches and ideas for hybrid networks. Hybrid systems are gaining more popularity and fame in the current energy crisis scenario and environmental pollution. This research has provided a comprehensive assessment of existing optimization strategies, particularly those associated with the isolated microgrid in the literature. Artificial intelligence offers noteworthy optimization for microgrid operation without long-term weather data, as evidenced by the current optimization pattern for hybrid renewable sources.
引用
收藏
页码:722 / 735
页数:14
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