Energy Management in Smart Inter-Connected Micro-Grids Using Archimedes Optimization Algorithm

被引:0
|
作者
Kamel, Fayez [1 ]
Mehanna, A. Mohammed [1 ]
Al-Gazzar, Mohamed M. [1 ]
机构
[1] Al Azhar Univ, Dept Elect Engn, Cairo, Egypt
来源
关键词
Energy management; smart grid; interconnected micro-grids (IMGs); Archimedes optimization algorithm (AOA); distributed generation (DG); OPERATION; SYSTEM; SCHEME;
D O I
10.20508/ijrer.v13i1.13564.g8657
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
paper produces a modern meta-heuristic optimization technique based on the buoyancy principle called the Archimedes optimization algorithm (AOA). The proposed algorithm is used here to determine the optimal economic operation of interconnected micro-grids (IMGs). Each micro-grids (MG) includes different types of distributed generation (DG) units such as solar photovoltaic (PV), wind turbine (WT), and micro-turbine (MT) and aims for achieving minimization of total power generation cost as the main objective function taking into consideration the power exchange between the IMGs and utility with special emphasis on technical constraints. To prove the effectiveness of the proposed AOA algorithm, it is compared with another optimization method based on the particle swarm optimization algorithm (PSO). Results obtained with the AOA algorithm show how managing energy transfer between utility and each MG. For various daily loads, it can reduce electricity consumption while lowering the cost of overall electricity generation, minimizing utility bills, and maximizing MT efficiency.
引用
收藏
页码:23 / 36
页数:14
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