Please use this identifier to cite or link to this item:
http://repositorio.ufla.br/jspui/handle/1/55336
Title: | Mother wavelet selection method for voltage sag characterization and detection |
Keywords: | Enhanced phase-locked loop Fast Fourier transform Maximal overlap discrete wavelet transform Power quality Similarity index Voltage sag indices Loop de bloqueio de fase Transformada rápida de Fourier Transformada wavelet discreta de máxima sobreposição Índice de semelhança Queda de tensão |
Issue Date: | Oct-2022 |
Publisher: | Elsevier |
Citation: | UPADHYA, M. et al. Mother wavelet selection method for voltage sag characterization and detection. Electric Power Systems Research, [S. I.], v. 211, 108246, Oct. 2022. DOI: https://doi.org/10.1016/j.epsr.2022.108246. |
Abstract: | Wavelet-based techniques are strongly recommended as a good alternative for the fast detection and characterization of voltage sags. However, the accuracy and effectiveness of these techniques greatly depend on selecting an appropriate mother wavelet. Therefore, in this work, a wavelet correlation-based technique has been developed to select the most appropriate mother wavelet for the characterization and detection of voltage sag. The efficacy and accuracy of the proposed method are tested with twenty different mother wavelets on various voltage sag signals, namely, recorded industrial, multi-stage, and synthetic signals under different conditions of unbalanced. It is shown that the mother wavelet having the highest similarity with a voltage sag provides the best results for its characterization and detection. Further, the various performance parameters of voltage sags, namely magnitude, duration, sag initiation, recovery, are evaluated with the proposed method and results are compared with Independent Component Analysis (ICA), hybrid wavelet, dq-transformation, Enhanced Phase Locked Loop (EPLL), Fast Fourier Transform (FFT) methods showing that the performance of the proposed method is better than other existing methods for sag detection. In addition, the proposed method can also be used for estimating the magnitude of voltage sags. |
URI: | https://doi.org/10.1016/j.epsr.2022.108246 http://repositorio.ufla.br/jspui/handle/1/55336 |
Appears in Collections: | DAT - Artigos publicados em periódicos DEG - Artigos publicados em periódicos |
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.