干旱区生态环境知识资源中心(Arid): Application of Different Optimization Algorithms for Optimal Sizing of PV/Wind/Diesel/Battery Storage Stand-Alone Hybrid Microgrid

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DOI	10.1109/ACCESS.2019.2936656
	Application of Different Optimization Algorithms for Optimal Sizing of PV/Wind/Diesel/Battery Storage Stand-Alone Hybrid Microgrid
	Diab, Ahmed A. Zaki; Sultan, Hamdy M.; Mohamed, Ihab S.; Oleg, Kuznetsov N.; Ton Duc Do
通讯作者	Diab, AAZ (corresponding author), Kyushu Univ, Dept Elect & Elect Engn, Fukuoka 8190395, Japan. ; Diab, AAZ (corresponding author), Menia Univ, Fac Engn, Elect Engn Dept, Al Minya 61111, Egypt. ; Do, TD (corresponding author), Nazarbayev Univ, Dept Robot & Mechatron, SEDS, ZO5HOP9, Nur Sultan, Kazakhstan.
来源期刊	IEEE ACCESS
ISSN	2169-3536
出版年	2019
卷号	7 页码:119223-119245
英文摘要	In this paper, a simulation model describing the operation of a PV/wind/diesel hybrid microgrid system with battery bank storage has been proposed. Optimal sizing of the proposed system has been presented to minimize the cost of energy (COE) supplied by the system while increasing the reliability and efficiency of the system presented by the loss of power supply probability (LPSP). Novel optimization algorithms of Whale Optimization Algorithm (WOA), Water Cycle Algorithm (WCA), Moth-Flame Optimizer (MFO), and Hybrid particle swarm-gravitational search algorithm (PSOGSA) have been applied for designing the optimized microgrid. Moreover, a comprehensive comparison has been accomplished between the proposed optimization techniques. The optimal sizing of the system components has been carried out using real-time meteorological data of Abu-Monqar village located in the Western Desert of Egypt for the first time for developing this promising remote area. Statistical study for determining the capability of the optimization algorithm in finding the optimal solution has been presented. Simulation results confirmed the promising performance of the hybrid WOA over the other algorithms.
英文关键词	Isolated microgrids cost of energy (COE) loss of power supply probability (LPSP) optimization
类型	Article
语种	英语
开放获取类型	gold
收录类别	SCI-E
WOS记录号	WOS:000509361400001
WOS关键词	WATER CYCLE ALGORITHM ; WIND-BATTERY SYSTEM ; OPTIMAL-DESIGN ; POWER-SYSTEM ; ENERGY ; PERFORMANCE ; TECHNOLOGY
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS研究方向	Computer Science ; Engineering ; Telecommunications
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/369729
作者单位	[Diab, Ahmed A. Zaki] Kyushu Univ, Dept Elect & Elect Engn, Fukuoka 8190395, Japan; [Diab, Ahmed A. Zaki; Sultan, Hamdy M.] Menia Univ, Fac Engn, Elect Engn Dept, Al Minya 61111, Egypt; [Mohamed, Ihab S.] Univ Cote dAzur, INRIA Sophia Antipolis Mediterranee, F-06100 Nice, France; [Oleg, Kuznetsov N.] MPEI, Elect Power Syst Dept, Moscow 111250, Russia; [Ton Duc Do] Nazarbayev Univ, Dept Robot & Mechatron, SEDS, ZO5HOP9, Nur Sultan, Kazakhstan
推荐引用方式 GB/T 7714	Diab, Ahmed A. Zaki,Sultan, Hamdy M.,Mohamed, Ihab S.,et al. Application of Different Optimization Algorithms for Optimal Sizing of PV/Wind/Diesel/Battery Storage Stand-Alone Hybrid Microgrid[J],2019,7:119223-119245.
APA	Diab, Ahmed A. Zaki,Sultan, Hamdy M.,Mohamed, Ihab S.,Oleg, Kuznetsov N.,&Ton Duc Do.(2019).Application of Different Optimization Algorithms for Optimal Sizing of PV/Wind/Diesel/Battery Storage Stand-Alone Hybrid Microgrid.IEEE ACCESS,7,119223-119245.
MLA	Diab, Ahmed A. Zaki,et al."Application of Different Optimization Algorithms for Optimal Sizing of PV/Wind/Diesel/Battery Storage Stand-Alone Hybrid Microgrid".IEEE ACCESS 7(2019):119223-119245.