Optimal Power Flow Controller for Grid-Connected Microgrids using Grasshopper Optimization Algorithm

被引:39
作者
Jumani, Touqeer Ahmed [1 ,2 ]
Mustafa, Mohd Wazir [2 ]
Rasid, Madihah Md [2 ]
Mirjat, Nayyar Hussain [3 ]
Baloch, Mazhar Hussain [1 ,4 ]
Salisu, Sani [2 ,5 ]
机构
[1] Mehran Univ Engn & Technol, Dept Elect Engn, SZAB Campus, Khairpur Mirs 66020, Pakistan
[2] Univ Teknol Malaysia, Sch Elect Engn, Johor Bahru 81310, Pakistan
[3] Mehran Univ Engn & Technol, Dept Elect Engn, Jamshoro 76020, Sindh, Pakistan
[4] Univ Sains Malaysia, Sch Elect & Elect Engn, George Town 11800, Malaysia
[5] Ahmadu Bello Univ, Dept Elect Engn, Zaria 810212, Nigeria
关键词
Microgrid; Optimization; Grasshopper optimization algorithm; Power flow control; Grid-connected mode; Dynamic response enhancement; PARTICLE SWARM OPTIMIZATION; FREQUENCY REGULATION; QUALITY ENHANCEMENT; OPERATION; MODEL; STRATEGIES; MANAGEMENT; INVERTERS; VOLTAGE;
D O I
10.3390/electronics8010111
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Despite the vast benefits of integrating renewable energy sources (RES) with the utility grid, they pose stability and power quality problems when interconnected with the existing power system. This is due to the production of high voltages and current overshoots/undershoots during their injection or disconnection into/from the power system. In addition, the high harmonic distortion in the output voltage and current waveforms may also be observed due to the excessive inverter switching frequencies used for controlling distributed generator's (DG) power output. Hence, the development of a robust and intelligent controller for the grid-connected microgrid (MG) is the need of the hour. As such, this paper aims to develop a robust and intelligent optimal power flow controller using a grasshopper optimization algorithm (GOA) to optimize the dynamic response and power quality of the grid-connected MG while sharing the desired amount of power with the grid. To validate the effectiveness of proposed GOA-based controller, its performance in achieving the desired power sharing ratio with optimal dynamic response and power quality is compared with that of its precedent particle swarm optimization (PSO)-based controller under MG injection and abrupt load change conditions. The proposed controller provides tremendous system's dynamic response with minimum current harmonic distortion even at higher DG penetration levels.
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页数:21
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