ARTIFICIAL NEURAL NETWORK BASED SYNCHRONOUS REFERENCE FRAME THEORY IN THE dq0 AXES FOR REFERENCE HARMONIC CURRENTS GENERATION OF A FOUR LEG SHUNT ACTIVE POWER FILTER

被引:0
|
作者
Chebabhi, Ali [1 ]
Fellah, Mohammed-Karim [2 ]
Benkhoris, Mohamed-Fouad [3 ]
Kessal, Abedelhalim [1 ]
机构
[1] Univ Bachir el Ibrahimi, Dept Electromech, Bordj Bou Arreridj, Algeria
[2] Univ Djillali Liabes Sidi Bel Abbes, ICEPS Lab, Dept Elect Engn, Sidi Bel Abbes, Algeria
[3] Univ Nantes St Nazaire, IREENA Lab, St Nazaire, France
关键词
Four-leg shunt active power filter; Synchronous reference frame (SRF) theory; Artificial neural network (ANN); Backstepping; 3D space vector modulation (SVM); Harmonics; Zero sequence current; DC BUS VOLTAGE; PI CONTROLLERS; FUZZY-LOGIC; IMPLEMENTATION; DSTATCOM; DESIGN;
D O I
暂无
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
This paper presents the modelling and simulation of a three-phase four leg shunt active power filter (SAPF) using artificial neural network (ANN) based synchronous reference frame theory (SRF) in the dq0-axes for power quality improvement. It is used for harmonics and zero-sequence current elimination, and reactive power compensation under unbalanced nonlinear loads. Backstepping regulators are used to control the reference currents and the de bus voltage of four leg inverter based SAPF to robustness, stabilizing the system and to improve the response and to reduce the overshoot and undershoot of traditional proportional-integral (PI). The success of the proposed control is demonstrated through simulation using MATLAB SIMULINK.
引用
收藏
页码:408 / 413
页数:6
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