NORDDIN, NURBAHIRAH and Abdullah, Abdul Rahim and Zainal Abidin, Nur Qamarina and Aman, Aminudin (2012) LEAKAGE CURRENT ANALYSIS OF POLYMERIC INSULATION USING LINEAR TIME FREQUENCY DISTRIBUTION. In: The Power and Energy Conversion Symposium (PECS 2012), 07/12/2012, UTEM.
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Abstract
Erosion on polymeric insulator surface caused by pollution affects their performance, until now there are no specific methods to determine their service life. Surface condition and their pollution severity of an insulator can be monitor by using leakage current frequency components. This paper presents time frequency distributions (TFD) for leakage current of polymeric insulation for high voltage applications. Tracking and erosion test (Inclined Plane Test (IPT)) complying with BS EN60587-2007 is conducted on polymeric insulation to collect different leakage current patterns. Since fast Fourier transforms (FFT) has limitation to analyze non stationary signal, thus time frequency distributions (TFD) shown in time frequency representation (TFR) with temporal and spectral is used. The verification using both methods on several disturbances signal with known parameters have been made and mean absolute percentage error (MAPE) used to identify the accuracy of both methods. The parameters measured are root mean square (RMS), total harmonic distortion (THD), total non harmonic distortion (TnHD) and total waveform distortion (TWD) used to determine the best method to analyze leakage current. The comparison shows that s-transform method is offer higher accuracy than spectrogram because it has better time and frequency resolution.
| Item Type: | Conference or Workshop Item (Speech) |
|---|---|
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Faculty of Electrical Engineering > Department of Power Electronics & Drives |
| Depositing User: | Dr Abdul Rahim Abdullah |
| Date Deposited: | 19 Aug 2013 06:00 |
| Last Modified: | 28 May 2015 04:03 |
| URI: | http://eprints.utem.edu.my/id/eprint/9354 |
| Statistic Details: | View Download Statistic |
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