离散小波变换、小波包变换和平稳小波变换对PD测量数据去噪的比较

X. Zhou, C. Zhou, B. Stewart
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引用次数: 47

摘要

噪声一直是局部放电(PD)测量的主要限制。在任何PD数据分析之前,抑制噪声是至关重要的。近年来的研究表明,离散小波变换、小波包变换和平稳小波变换技术在PD测量中都取得了较好的降噪效果。本文比较了三种小波变换方法在处理存在白噪声和正弦干扰的PD模拟数据时的有效性和计算时间
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparisons of discrete wavelet transform, wavelet packet transform and stationary wavelet transform in denoising PD measurement data
Noise has been a major limitation to partial discharge (PD) measurement. It is crucial to suppress noise prior to any PD data analysis. Recent research shows that the discrete wavelet transform, wavelet packet transform and stationary wavelet transform techniques have all achieved good effect in noise rejection in PD measurement. This paper compares the effectiveness and computing time required of the three types of wavelet transform methods when applied to simulated PD data in presence of white noise and sinusoidal interference
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