DSP Based Neural Network Controlled Parallel Hybrid Active Power Filter

被引:4
作者
Dubey, Satya Prakash [1 ]
Singh, Pukhraj [2 ]
Manjunath, H. V. [1 ]
机构
[1] BITS Pilani, Pilani, Rajasthan, India
[2] Emco India, Thana, Maharashtra, India
关键词
ADALINE; Harmonics; Hybrid Active Power Filter; Neural Network;
D O I
10.2202/1553-779X.1071
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
In this paper, a novel neural network controlled Hybrid Parallel Active Power Filter has been presented. The neural network controller comprises two similar adaptive linear neurons (ADALINE), and it has been designed to extract fundamental frequency components from non-sinusoidal and unbalanced currents. It has been shown that the proposed neural controller is simple, fast and accurate. The proposed system is implemented using Digital Signal Processor (DSP). Experimental results with different nonlinear loads are presented to confirm the validity of the proposed technique.
引用
收藏
页数:15
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