DocumentCode :
1767624
Title :
Efficient discrete wavelet representation of electrical power disturbances by measuring energy concentration in the tiled time-frequency plane
Author :
Torres, J.E. ; Valtierra-Rodriguez, M. ; Juarez, M.A. ; Vazquez, G.
Author_Institution :
Lab. of Electr. & Power Electron., ITESI, Irapuato-Silao, Mexico
fYear :
2014
fDate :
1-4 June 2014
Firstpage :
998
Lastpage :
1003
Abstract :
In this paper, it is proposed to treat the square wavelet coefficients as a probability density function in order to be able to measure energy concentration/dispersion in the tiled time-frequency plane. The proposed measure is the average distance to the center of mass of the tiled time frequency plane. This measure not only indicates energy concentration/dispersion in the tiled time-frequency plane but also hints that near symmetric orthogonal wavelets detect better the different electrical disruptions such as: transients, harmonics, interharmonics, voltage disruptions as well as sag and swell. To better illustrate the usefulness of the proposed approach a synthetic signal is generated containing the above mentioned electrical disruptions. The following wavelets are used to see which one concentrates better the energy in the tiled time-frequency domain: Daubechies, Coiflets, Symlets, Haar and the discrete Meyer wavelet.
Keywords :
Haar transforms; discrete wavelet transforms; power system faults; probability; Coiflets wavelet; Daubechies wavelet; Haar wavelet; Symlets wavelet; discrete Meyer wavelet; discrete wavelet representation; discrete wavelet transform; electrical disruptions; electrical power disturbances; energy concentration-dispersion; near symmetric orthogonal wavelets; probability density function; square wavelet coefficients; synthetic signal; tiled time-frequency plane; Continuous wavelet transforms; Discrete wavelet transforms; Energy measurement; Harmonic analysis; Time-frequency analysis; Transient analysis; Wavelet coefficients; discrete wavwelet transform; harmonic; power disruptions; transient; voltage interruptions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics (ISIE), 2014 IEEE 23rd International Symposium on
Conference_Location :
Istanbul
Type :
conf
DOI :
10.1109/ISIE.2014.6864748
Filename :
6864748
Link To Document :
بازگشت