DocumentCode :
1717733
Title :
Harmonic Detection in Distribution Systems Using Wavelet Transform and Support Vector Machine
Author :
Tuntisak, S. ; Premrudeepreechacharn, S.
Author_Institution :
Dept. of Electr. Eng., Chiang Mai Univ., Chiang Mai
fYear :
2007
Firstpage :
1540
Lastpage :
1545
Abstract :
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.
Keywords :
harmonic distortion; power distribution faults; power engineering computing; power supply quality; power system harmonics; support vector machines; wavelet transforms; distribution system; feature extraction; harmonic detection; power quality disturbance; support vector machine; wavelet transform; Discrete wavelet transforms; Frequency; Harmonic distortion; Multiple access interference; Power quality; Power system harmonics; Signal resolution; Support vector machine classification; Support vector machines; Wavelet transforms; harmonic; power quality; support vector machine; wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Tech, 2007 IEEE Lausanne
Conference_Location :
Lausanne
Print_ISBN :
978-1-4244-2189-3
Electronic_ISBN :
978-1-4244-2190-9
Type :
conf
DOI :
10.1109/PCT.2007.4538544
Filename :
4538544
Link To Document :
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