Hybrid renewable microgrid optimization techniques: A review

被引:213
作者
Dawoud, Samir M. [1 ,2 ]
Lin, Xiangning [1 ]
Okba, Merfat I. [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, Wuhan 430074, Hubei, Peoples R China
[2] Tanta Univ, Dept Elect Power & Machines Engn, Tanta, Egypt
关键词
Hybrid Renewable Energy Systems (HRESs); Artificial Intelligence (AI); Optimization techniques; Wind Turbine Generators (WTGs); Solar Photovoltaics (SPVs); POWER-SUPPLY PROBABILITY; ENERGY-SYSTEMS; TECHNOECONOMIC ANALYSIS; OPTIMAL-DESIGN; SIZING METHOD; WEATHER DATA; WIND; GENERATION; STORAGE; METHODOLOGY;
D O I
10.1016/j.rser.2017.08.007
中图分类号
X [环境科学、安全科学];
学科分类号
083001 [环境科学];
摘要
Power resulted form solar photo voltaic and wind turbine generators are reliant on the climate variations. Both the wind and solar systems are non-reliable if there are insufficient capacity storage units like storage batteries or backup units like diesel generators. The microgrids reliability increases when both systems (wind turbine and photo voltaic) are combined with the storage devices. The sufficient storage batteries bank capacity are needed to feed the load demands with power in cloudy and non-windy days. So the optimal placing of the components assigns to the required parts of hybrid microgrid. Also, this study reviews new ways of energy practice of hybrid sources. It presents the physical modelling of the renewable energy resources with numerous methodologies and principles of the optimization for the hybrid networks. Additionally, the hybrid sources are gaining popular and fame in the environmental crises and current scenario of energies. Based on this study, it has introduced a global survey on the present condition of optimization techniques especially that related to the isolated microgrid in the presented literature. The current trend of optimization for hybrid renewable sources demonstrations that artificial intelligence provides worthy optimization for the microgrid operations without an extensive long-term weather data.
引用
收藏
页码:2039 / 2052
页数:14
相关论文
共 101 条
[1]
LOSS OF POWER-SUPPLY PROBABILITY OF STAND-ALONE PHOTOVOLTAIC SYSTEMS - A CLOSED FORM SOLUTION APPROACH [J].
ABOUZAHR, I ;
RAMAKUMAR, R .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1991, 6 (01) :1-11
[2]
LOSS OF POWER-SUPPLY PROBABILITY OF STAND-ALONE WIND ELECTRIC CONVERSION SYSTEMS - A CLOSED FORM SOLUTION APPROACH [J].
ABOUZAHR, I ;
RAMAKUMAR, R .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1990, 5 (03) :445-452
[3]
Ahn Sung Hoon, 2012, [Journal of the Korean Society for Precision Engineering, 한국정밀공학회지], V29, P958, DOI 10.7736/KSPE.2012.29.9.958
[4]
Ai B, 2003, WORL CON PHOTOVOLT E, P2411
[5]
Renewable energy scenarios for major oil-producing nations: The case of Saudi Arabia [J].
Al-Saleh, Yasser .
FUTURES, 2009, 41 (09) :650-662
[6]
[Anonymous], 2013, 3 INT C EL POW EN CO
[7]
[Anonymous], 2012, IEEE PES INNOVATIVE
[8]
[Anonymous], FUZZ SYST FUZZ 2013
[9]
[Anonymous], 2000, SOLAR ELECT
[10]
[Anonymous], POW EL DRIV EN SYST