Title :
Using Discrete Wavelet Transform to evaluate power quality at highly distorted three-phase systems
Author :
Nicolae, Ileana-Diana ; Nicolae, Petre-Marian
Author_Institution :
Software Eng. Dept., Univ. of Craiova, Craiova, Romania
Abstract :
Waveforms acquired from the excitation of the main generator from a power plant are analyzed with the Discrete Wavelet Transform (DWT). The proper Wavelet mother order and the proper decomposition tree were determined considering the energy deviations between subsequent decompositions and respectively the maximum approximation error generated by the signal re-composition process. Power quality indices were determined using DWT individually for all phases and globally, for the entire three-phase system. A comparative analysis considering the same indices (calculated using Fast Fourier Transform - FFT) was performed and small differences were noticed between corresponding indices. The conclusion is that DWT can be applied considering both steady regimes and respectively non-steady regimes for which the FFT is unusable.
Keywords :
discrete wavelet transforms; fast Fourier transforms; power plants; power supply quality; decomposition tree; discrete wavelet transform; fast Fourier transform; generator; maximum approximation error; power plant; power quality evaluation; power quality indices; signal recomposition process; wavelet mother order; Approximation methods; Discrete wavelet transforms; Multiresolution analysis; Power quality; Reactive power; Time frequency analysis; Data acquisition; Discrete wavelet transforms; Power measurement; Power quality; Signal analysis;
Conference_Titel :
Electrical Power Quality and Utilisation (EPQU), 2011 11th International Conference on
Conference_Location :
Lisbon
Print_ISBN :
978-1-4673-0379-8
DOI :
10.1109/EPQU.2011.6128825