Title :
Suitable Mother Wavelet for Harmonics and Interharmonics Measurements Using Wavelet Packet Transform
Author :
Morsi, Walid G. ; El-Hawary, M.E.
Author_Institution :
Dalhousie Univ., Halifax
Abstract :
When considering harmonic distortion, the fast Fourier transform (FFT) performs well in calculating root mean square (RMS) values of some distorted waveforms. However, in the case of inter-harmonics the FFT produces large errors in estimating these RMS values. This paper introduces the use of wavelet packet transform (WPT) for RMS measurements in case of harmonics and inter-harmonics distortion. In order to minimize the spectral leakage associated with WPT the paper proposes an algorithm that is capable of choosing the most suitable wavelet family and hence mother wavelet. This reduces the error associated with wavelet analysis. The proposed algorithm is applied to two case studies considering harmonics and inter-harmonics distortion and the results are compared with the true values and the FFT based values.
Keywords :
fast Fourier transforms; harmonic distortion; mean square error methods; power system harmonics; wavelet transforms; fast Fourier transform; harmonic distortion; inter-harmonics distortion; interharmonics measurements; root mean square; spectral leakage; wavelet packet transform; Distortion measurement; Fast Fourier transforms; Frequency; Harmonic distortion; Power system harmonics; Power system measurements; Power system protection; Pulse width modulation converters; Wavelet packets; Wavelet transforms;
Conference_Titel :
Electrical and Computer Engineering, 2007. CCECE 2007. Canadian Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
1-4244-1020-7
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2007.192