利用s变换识别短时电能质量扰动

C. Naik, P. Kundu
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引用次数: 13

摘要

基于数字信号处理技术的电能质量分析引起了众多研究者的关注。短时傅里叶变换(STFT)、连续小波变换(CWT)和s变换等不同的时频技术可用于电能质量扰动的分析。s变换是经过相位校正的CWT的改进版本。与CWT和STFT等时频分析技术相比,它具有明显的优势,可以在噪声环境中进行相位校正和更好的频率定位。本文讨论了基于s变换的分析的识别和分类能力。利用MATLAB对电压暂降、电压膨胀、瞬间中断、谐波、电容开关暂态、脉冲暂态、变压器通电等短时扰动进行了仿真,并用s变换进行了分析。同时对电压膨胀、谐波和电容开关事件的组合进行了仿真和分析。计算了基于S量级平均值的参数,并分析了不同电能质量扰动下参数随时间的变化规律。
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Identification of short duration power quality disturbances employing S-transform
Digital signal processing techniques based power quality analysis has attracted the attention of number of researchers. There are different time frequency techniques like short time Fourier transform (STFT), Continuous Wavelet transform (CWT) and S-transform used for the analysis of power quality disturbances. S-transform is a modified version of CWT with a phase correction. It offers a distinct advantage over the time frequency analysis techniques like CWT and STFT, by giving phase correction and better frequency localization in noisy environment too. In this paper, the identification and classification capabilities of S-transform based analysis is discussed. Short duration disturbances like voltage sag, voltage swell, momentary interruption, harmonics, capacitive switching transient, impulsive transient, transformer energizing are simulated using MATLAB and analyzed using S-transform. A combination of voltage swell, harmonics and capacitive switching events occurring simultaneously is also simulated and analyzed. A parameter based on the average of S magnitudes is calculated and its variations with respect to time for different power quality disturbances are analyzed for identification.
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