SUN KE, ZHANG XINYAN, LEI LEIXIAO, et al. Analysis of Power Quality Perturbation Based on Combination of EMD Denoising and S-transform. [J]. Power capacitor & reactive power compensation, 2021, 42(6): 127-133.
SUN KE, ZHANG XINYAN, LEI LEIXIAO, et al. Analysis of Power Quality Perturbation Based on Combination of EMD Denoising and S-transform. [J]. Power capacitor & reactive power compensation, 2021, 42(6): 127-133. DOI: 10.14044/j.1674-1757.pcrpc.2021.06.019.
基于EMD去噪和S变换结合的电能质量扰动分析
摘要
针对电能质量扰动分析问题
提出了一种基于改进EMD去噪和S变换结合的电能质量分析方法。对所获取信号进行EMD分解
选取其中高频信号IMF分量进行小波阈值去噪
依次重构高频信号IMF分量和原信号
对重构信号做S变换处理
提取电能质量扰动特征
根据S变换的时间、频率、幅值等特征分析电能质量扰动具体情况
判断扰动时间和扰动类型。仿真实验结果表明
通过改进EMD去噪和S变换的结合
可有效去除信号中的噪声分量
提高噪声干扰下电能质量扰动分析的准确率。
Abstract
Aiming at the analysis of power quality perturbation
a kind of power quality analysis method based on the combination of improved EMD denoising and S-transform is proposed. The obtained signal is decomposed by EMD and the IMF component of high-frequency signal is selected for wavelet threshold denoising. The IMF component of high-frequency signal and the original signal are reconstructed in sequence. The reconstructed signal is processed by S-transform so to extract the characteristics of power quality perturbation. The specific power quality perturbation is analyzed in accordance with such characteristics as time
frequency and amplitude of S-transform
and the perturbation time and type are judged. The simulation results show that the combination of improved EMD denoising and S-transform can effectively remove the noise component in the signal and improve the accuracy of power quality perturbation analysis under noise interference.
关键词
电能质量EMD去噪IMFS变换小波阈值
Keywords
power qualityEMD denoisingIMFS-transformwavelet threshold