Title :
Leakage current patterns on artificially polluted composite insulators
Author :
Fernando, M.A.R.M. ; Gubanski, S.M.
Author_Institution :
Dept. of Electr. Power Syst., R. Inst. of Technol., Stockholm, Sweden
Abstract :
This paper presents results and analyses of different leakage current (LC) waveforms on porcelain, RTV coated and polymeric composite insulators during the clean fog pollution testing under laboratory conditions. The resulting LC waveforms recorded with different time lapses after contamination, are compared both in, time and frequency domains. Flashover voltage measurements are also presented. The waveforms become deformed from sinusoidal shape as voltage level increases. A neural network is trained to recognize the patterns and to evaluate their third harmonic content. The results are compared with fast Fourier transform (FFT) analyses of the patterns
Keywords :
composite insulators; environmental degradation; environmental testing; flashover; insulator contamination; insulator testing; leakage currents; neural nets; pattern classification; polymer insulators; porcelain insulators; silicone rubber insulators; EPDM; FFT analyses; RTV coated composite insulators; artificially polluted composite insulators; clean fog pollution testing; contamination; fast Fourier transform; flashover voltage measurements; laboratory conditions; leakage current patterns; neural network training; outdoor insulation; pattern recognition; polymeric composite insulators; porcelain; silicone rubber; third harmonic content evaluation; Contamination; Flashover; Frequency domain analysis; Insulator testing; Laboratories; Leakage current; Plastic insulation; Pollution; Polymer films; Porcelain;
Conference_Titel :
Electrical Insulation and Dielectric Phenomena, 1996., IEEE 1996 Annual Report of the Conference on
Conference_Location :
Millbrae, CA
Print_ISBN :
0-7803-3580-5
DOI :
10.1109/CEIDP.1996.564711