DocumentCode :
3109079
Title :
Acoustic Partial Discharge signal analysis using digital signal processing techniques
Author :
Phukan, Ripunjoy ; Karmakar, Sanjay
fYear :
2013
fDate :
13-15 Dec. 2013
Firstpage :
1
Lastpage :
6
Abstract :
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.
Keywords :
acoustic signal processing; condition monitoring; entropy; fast Fourier transforms; fractals; partial discharge measurement; transformer oil; wavelet transforms; acoustic PD detection; acoustic partial discharge signal analysis; classification problems; condition monitoring; digital signal processing techniques; fast Fourier transform; fractal features; high voltage equipment ageing; high voltage equipment degradation; high voltage transformer insulation oil; measurement system; partial discharge assessment; pulse behavior; pulse energy; pulse entropy; short time Fourier transform; wavelets; Acoustics; Entropy; Fractals; Partial discharges; Time-frequency analysis; Wavelet analysis; Wavelet transforms; Acoustic Emission; Fractal Features; Partial Discharge; Wavelets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
India Conference (INDICON), 2013 Annual IEEE
Conference_Location :
Mumbai
Print_ISBN :
978-1-4799-2274-1
Type :
conf
DOI :
10.1109/INDCON.2013.6725936
Filename :
6725936
Link To Document :
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