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Application of Hilbert Spectrum based on SWT to Low-Frequency Oscillation Analysis

Authors :
Xiaoli Wang
Qi Zhou
Source :
Journal of Physics: Conference Series. 2378:012032
Publication Year :
2022
Publisher :
IOP Publishing, 2022.

Abstract

Low-frequency oscillation (LFO) appears in power systems with fast excitation of a unit or large-scale connections. An LFO signal exhibits typical nonstationary and time-varying characteristics. The paper proposed an LFO analyzing technique through the Hilbert spectrum of stationary wavelet transform (SWT). The SWT-based Hilbert spectrum contains time-varying and frequency information of LFO. The analytic framework is introduced, SWT is formulated to decompose an LFO signal into the sum of several coefficient components, the instantaneous parameters of each coefficient are then individually calculated, the complete time-frequency distribution is combined, and finally, the time-varying oscillations characteristics parameters are extracted. The simulation shows that the proposed method effectively reveals time-frequency features of the LFO signal.

Details

ISSN :
17426596 and 17426588
Volume :
2378
Database :
OpenAIRE
Journal :
Journal of Physics: Conference Series
Accession number :
edsair.doi...........e84f8076ef10dcfce2d3677801259511
Full Text :
https://doi.org/10.1088/1742-6596/2378/1/012032