Harmonic detection in distribution systems using wavelet transform and support vector machine

被引：4
|
作者：
Tuntisak, S. [1 ]
Premrudeepreechacharn, S. [1 ]
机构：
[1] Chiang Mai Univ, Fac Engn, Dept Elect Engn, Chiang Mai 50200, Thailand
来源：
2007 IEEE LAUSANNE POWERTECH, VOLS 1-5 | 2007年
关键词：
power quality; harmonic; wavelet transform; support vector machine;
D O I：
10.1109/PCT.2007.4538544
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
This paper presents a method to detect the order of harmonic in distribution power system using wavelet transform and support vector machine. First, a wavelet transform has been used for extract feature of power quality disturbance from the distribution system signal. Then support vector machine is applied to classify the distortion contribution and order of harmonic from different sub-band coefficients. By techniques of support vector machine, power disturbance types and order of harmonic can be detected. From simulation results, the accuracy achieved is satisfied.
引用
收藏
页码：1540 / 1545
页数：6
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