PV/WT Integrated System Using the Gray Wolf Optimization Technique for Power Quality Improvement

被引:9
|
作者
Goud, B. Srikanth [1 ]
Reddy, Ch. Rami [2 ]
Kalyan, Ch. Naga Sai [3 ]
Udumula, Ramanjaneya Reddy [4 ]
Bajaj, Mohit [5 ,6 ]
Samad, Bdereddin Abdul [7 ]
Shouran, Mokhtar [7 ]
Kamel, Salah [8 ]
机构
[1] Anurag Univ, Dept Elect & Elect Engn, Ghatkesar, India
[2] Malla Reddy Engn Coll, Dept Elect & Elect Engn, Secunderabad, India
[3] Vasireddy Venkatadri Inst Technol, Dept Elect & Elect Engn, Guntur, India
[4] SRM Univ, Dept Elect & Elect Engn, Amaravathi, India
[5] Graph Era Univ, Dept Elect Engn, Dehra Dun, India
[6] Natl Inst Technol, Dept Elect Engn, Delhi, India
[7] Cardif Univ, Wolfson Ctr Magnat, Sch Engn, Cardiff, Wales
[8] Aswan Univ, Fac Engn, Dept Elect Engn, Aswan, Egypt
关键词
hybrid shunt active power filter; Gray wolf optimization; fractional-order PI controller; renewable energy sources; power quality; harmonic compensation; GRID INTEGRATION;
D O I
10.3389/fenrg.2022.957971
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
This paper presents the integration of renewable energy sources such as photovoltaics, wind, and batteries to the grid. The hybrid shunt active power filter (HSHAPF) is optimized with the Gray wolf optimization (GWO) and fractional order proportional integral controller (FOPI) for harmonic reduction under nonlinear and unbalanced load conditions. With the use of GWO, the parameters of FOPI are tuned, which effectively minimizes the harmonics. The proposed model has effectively compensated the total harmonic distortions when compared with without the filter and with the passive filter, the active power filter with a PI controller, and the GWO-FOPI-based controller. The performance of the proposed controller is tested under nonlinear and unbalanced conditions. The parameters of the FOPI controller are better tuned with the GWO technique. The comparative results reflect the best results of GWO-FOPI-based HSHAPF. The suggested controller is built in the MATLAB/Simulink Platform.
引用
收藏
页数:14
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