Title :
High frequency components of feeder current as diagnostic tool to study contamination conditions of outdoor insulators in power distribution networks
Author :
Amini, Milad ; Anaraki, Alireza Sedighi ; Sadeghi, Mohammadreza
Author_Institution :
Power Quality Res. Group, Yazd Univ., Yazd, Iran
Abstract :
The aperiodic occurrence of widespread contamination related outages is a problem that distribution utilities are faced. These faults sometimes suddenly and seriously damage the system and reduce power quality and power system reliability. Usually insulator washing is a solution for this problem and its events. Since insulator washing has a high cost, it should be done by a primary and organized planning, although the contamination level is reduced naturally by heavy precipitation and fault probability is declined. One of the solutions of washing planning is studying of feeder insulators leakage current (ILC). This paper presents a new method for studying the insulators contamination(IC) level using Discrete Wavelet Transform (DWT) and Principal Component Analysis (PCA). The proposed method has been examined in a 45 days period and an index for contamination level has been extracted. Finally the algorithm of proposed method has been presented. Experimental results demonstrate that the high-frequency components can be used effectively to study the contamination conditions of outdoor insulators.
Keywords :
discrete wavelet transforms; electricity supply industry; fault diagnosis; insulator contamination; leakage currents; power distribution faults; power distribution lines; power distribution planning; power distribution reliability; power supply quality; principal component analysis; DWT; IC level; PCA; aperiodic widespread contamination outages occurrence; contamination condition; discrete wavelet transform; distribution utility; fault diagnostic tool; fault probability; feeder ILC; feeder current; high-frequency component; insulator contamination; insulator leakage current; insulator washing planning; outdoor insulator; power distribution network; power quality reduction; power system reliability; precipitation; principal component analysis; Contamination; Discrete wavelet transforms; Insulators; Leakage currents; Vectors; Wavelet analysis; Discrete Wavelet Transform; Insulators Leakage Current; Principal Componenet Analysis;
Conference_Titel :
Electrical Engineering (ICEE), 2013 21st Iranian Conference on
Conference_Location :
Mashhad
DOI :
10.1109/IranianCEE.2013.6599890