Modified ADALINE algorithm for harmonic estimation and selective harmonic elimination in inverters

被引:5
作者
Vasumathi, B. [1 ]
Moorthi, S. [1 ]
机构
[1] Natl Inst Technol, Dept Elect & Elect Engn, Tiruchirappalli 15, Tamil Nadu, India
关键词
harmonics; inverters; modified ADALINE; selective harmonic elimination; neural network; pulse width modulation; DESIGN;
D O I
10.1080/00207217.2011.601443
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 digital signal processing, algorithms are very well developed for the estimation of harmonic components. In power electronic applications, an objective like fast response of a system is of primary importance. An effective method for the estimation of instantaneous harmonic components, along with conventional harmonic elimination technique, is presented in this article. The primary function is to eliminate undesirable higher harmonic components from the selected signal (current or voltage) and it requires only the knowledge of the frequency of the component to be eliminated. A signal processing technique using modified ADALINE algorithm has been proposed for harmonic estimation. The proposed method stays effective as it converges to a minimum error and brings out a finer estimation. A conventional control based on pulse width modulation for selective harmonic elimination is used to eliminate harmonic components after its estimation. This method can be applied to a wide range of equipment. The validity of the proposed method to estimate and eliminate voltage harmonics is proved with a dc/ac inverter as a simulation example. Then, the results are compared with existing ADALINE algorithm for illustrating its effectiveness.
引用
收藏
页码:1517 / 1529
页数:13
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