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Acoustic Partial Discharge signal analysis using digital signal processing techniques

机译:使用数字信号处理技术分析声学局部放电信号分析

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An important aspect of condition monitoring is the assessment of Partial Discharge as the major cause of High Voltage equipment ageing and degradation. Several methods such as chemical, electric and acoustic are used for PD detection. This paper addresses the practical method for Acoustic PD detection in high voltage Transformer insulation oil and its processing. Digital Signal Processing technique has been adopted using Fast Fourier Transform, Short Time Fourier Transform and Wavelets. Pulse entropy and energy have been computed to understand the pulse behavior at various decomposition levels. A comparative study of Fractal features has been done for a set of pulses obtained from the same measurement system. The diverse behavior of these fractals has been correlated to the internal properties of the insulation medium. The results also prove the validity of certain fractals for classification problems.
机译:条件监测的一个重要方面是评估部分放电作为高压设备老化和降解的主要原因。几种方法,如化学,电动和声学,用于PD检测。本文解决了高压变压器绝缘油中的声学PD检测的实用方法及其处理。使用快速傅里叶变换,短时间傅里叶变换和小波采用数字信号处理技术。已经计算了脉冲熵和能量以了解各种分解水平的脉冲行为。已经为从相同测量系统获得的一组脉冲进行了分形特征的比较研究。这些分形的不同行为与绝缘介质的内部性质相关。结果还证明了某些分形对分类问题的有效性。

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