Three-phase Active Power Filter control using Neural Networks

被引：0
|
作者：
Vázquez, JR [1 ]
Salmerón, PR [1 ]
机构：
[1] Univ Huelva, Dept Elect Engn, Huelva, Spain
来源：
MELECON 2000: INFORMATION TECHNOLOGY AND ELECTROTECHNOLOGY FOR THE MEDITERRANEAN COUNTRIES, VOLS 1-3, PROCEEDINGS | 2000年
关键词：
active filters; Adaline; adaptive control backpropagation; neural network applications; power quality; simulation;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A new control method For Active Power Filters (APF) using Neural Networks is presented. It's a Pulse Width Modulation control (PWM) designed with two blocks that include Neural Networks. The first one includes adaptive networks that estimate the reference compensation current; adaptive linens neurons (Adaline) were used. The second one includes a feedforward network that works as a hysteresis band comparator; this network is multilayer and it has been trained by a backpropagation algorithm. A practical case with Matlab-Simulink is presented to check the proposed control performance.
引用
收藏
页码：924 / 927
页数：4
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