DocumentCode :
1716603
Title :
Performance analysis of wavelet based denoise system for power quality disturbances
Author :
Tan, Rodney H G ; Ramachandaramurthy, V.K.
Author_Institution :
Power Quality Res. Group, Univ. Tenaga Nasional, Kajang, Malaysia
fYear :
2009
Firstpage :
1
Lastpage :
5
Abstract :
The performance analysis of wavelet based denoise system for power quality disturbances including sag, swell, flicker, harmonic, transient and notch is presented in this paper. The denoise algorithm uses Daubechie family wavelet and a universal soft threshold technique applied on the detailed wavelet coefficients based on its standard deviation and data length. This eliminates and reduces the noise content in the signal. Lastly, the inverse discrete wavelet transform is done to reconstruct and recover the denoised PQ disturbance signal. All the disturbance signals are contaminated with Additive White Gaussian Noise of initial noise SNR of 30dB. The wavelet based denoise system in this paper shows excellent performance for sag, swell and flicker, good performance for harmonic, moderate performance for transient and poor performance for notch. The performance analysis presented in this paper provides an understanding of how the power quality disturbance frequency contents and its magnitude effect the performance of the wavelet based denoise system.
Keywords :
AWGN; power system harmonics; wavelet transforms; Additive White Gaussian Noise; Daubechie family wavelet; PQ disturbance signal; flicker; harmonic; inverse discrete wavelet transform; notch; performance analysis; power quality disturbances; sag; swell; transient; universal soft threshold technique; wavelet based denoise system; 1f noise; Additive white noise; Discrete wavelet transforms; Noise reduction; Performance analysis; Power quality; Power system harmonics; Transient analysis; Wavelet analysis; Wavelet coefficients; Daubechie wavelet; Denoise; Power Quality; Wavelet Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
PowerTech, 2009 IEEE Bucharest
Conference_Location :
Bucharest
Print_ISBN :
978-1-4244-2234-0
Electronic_ISBN :
978-1-4244-2235-7
Type :
conf
DOI :
10.1109/PTC.2009.5281870
Filename :
5281870
Link To Document :
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