Application of Whale Optimization Algorithm Based FOPI Controllers for STATCOM and UPQC to Mitigate Harmonics and Voltage Instability in Modern Distribution Power Grids

被引:40
|
作者
Mahmoud, Mohamed Metwally [1 ]
Atia, Basiony Shehata [2 ]
Esmail, Yahia M. [3 ]
Ardjoun, Sid Ahmed El Mehdi [4 ]
Anwer, Noha [5 ]
Omar, Ahmed I. [6 ]
Alsaif, Faisal [7 ]
Alsulamy, Sager [8 ]
Mohamed, Shazly A. [9 ]
机构
[1] Aswan Univ, Fac Energy Engn, Elect Engn Dept, Aswan 81528, Egypt
[2] Field Serv Engineer Rapiscan Syst, 2805 Columbia St, Torrance, CA 90503 USA
[3] Minist Elect & Renewable Energy, Cairo 222, Egypt
[4] Univ Djillali Liabes Sidi Bel Abbes, Fac Elect Engn, IRECOM Lab, Sidi Bel Abbes 22000, Algeria
[5] High Inst Engn & Technol, Elect Power & Machines Engn Dept, Luxor 85842, Egypt
[6] El Shorouk Acad, Higher Inst Engn El Shorouk City, Cairo 11837, Egypt
[7] King Saud Univ, Coll Engn, Dept Elect Engn, Riyadh 11421, Saudi Arabia
[8] Univ Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, England
[9] South Valley Univ, Fac Engn, Dept Elect Engn, Qena 83523, Egypt
关键词
STATCOM; smart grid; total harmonic distortion; voltage stability; UPQC; wind energy; WOA-based FOPI controller; DISTRIBUTION-SYSTEM; QUALITY; COMPENSATION; ENHANCEMENT; INTEGRATION; 3-PHASE; SVC;
D O I
10.3390/axioms12050420
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In recent modern power systems, the number of renewable energy systems (RESs) and nonlinear loads have become more prevalent. When these systems are connected to the electricity grid, they may face new difficulties and issues such as harmonics and non-standard voltage. The proposed study suggests the application of a whale optimization algorithm (WOA) based on a fractional-order proportional-integral controller (FOPIC) for unified power quality conditioner (UPQC) and STATCOM tools. These operate best with the help of their improved control system, to increase the system's reliability and fast dynamic response, and to decrease the total harmonic distortion (THD) for enhancing the power quality (PQ). In this article, three different configurations are studied and assessed, namely: (C-1) WOA-based FOPIC for UPQC, (C-2) WOA-based FOPIC for STATCOM, and (C-3) system without FACTS, i.e., base case, to mitigate the mentioned drawbacks. C-3 is also considered as a base case to highlight the main benefits of C-1 and C-2 in improving the PQ by reducing the %THD of the voltage and current system and improving the systems' voltage waveforms. With C-2, voltage fluctuation is decreased by 98%, but it nearly disappears in C-1 during normal conditions. Additionally, during the fault period, voltage distortion is reduced by 95% and 100% with C-2 and C-1, respectively. Furthermore, when comparing C-1 to C-2 and C-3 under regular conditions, the percentage reduction in THD is remarkable. In addition, C-1 eliminates the need for voltage sag, and harmonic and current harmonic detectors, and it helps to streamline the control approach and boost control precision. The modeling and simulation of the prepared system are performed by MATLAB/Simulink. Finally, it can be concluded that the acquired results are very interesting and helpful in the recovery to the steady state of wind systems and nonlinear loads, thereby increasing their grid connection capabilities.
引用
收藏
页数:26
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