Power quality enhancement in wind turbine based DFIG using fuzzy control and neural-RIP for harmonic mitigation

被引:2
|
作者
Khelifa, Siham [1 ]
Semmah, Abdelhafid [1 ]
机构
[1] Djillali Liabes Univ Sidi Bel Abbes, ICEPS Lab, Sidi Bel Abbes, Algeria
来源
PRZEGLAD ELEKTROTECHNICZNY | 2022年 / 98卷 / 05期
关键词
wind turbine; power quality; harmonic; Adaline; FED INDUCTION GENERATOR; REDUCTION;
D O I
10.15199/48.2022.05.26
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Harmonic issue in the wind power plant is a concerning problem for both consumers and producers as that it affects the power quality of the distribution systems. This paper presents an improved control strategy for harmonic current compensation in wind turbine-based DFIG connected to the grid, using RIP-ADALINE for harmonic currents detection. A vector control-based fuzzy logic controller is applied to improve the active and reactive power flow. The active filtering is achieved using the grid side converter of the DFIG. The studied system has been simulated using MATLAB/SIMULINK platform. The results obtained show the effectiveness of the control strategies applied to the system Therefore the power quality in terms of grid current waveform, total harmonic distortion (THD) factor. frequency spectrum, and system power factor is improved within permissible standard values as defined by IEEE-519
引用
收藏
页码:140 / 147
页数:8
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