Use of leakage currents of insulators to determine the stage characteristics of the flashover process and contamination level prediction

IEEE Transactions on Dielectrics and Electrical Insulation

Volumn 17, Issue 2, 2010, Pages 490-501

  Li, Jingyan ^a   Sima, Wenxia ^a   Sun, Caixin ^a   Sebo, Stephen A ^b  

^a CHONGQING UNIVERSITY   (China)

^b The Ohio State University   (United States)

Author keywords

Contamination flashover; Contamination level prediction; Insulators; Leakage current; Neural network model; Power spectrum estimation; Three stages

Indexed keywords

CONTAMINATION FLASHOVER; CONTAMINATION LEVEL PREDICTION; CONTAMINATION LEVELS; NEURAL NETWORK MODEL; POWER SPECTRUM ESTIMATION; THREE STAGES;

ATMOSPHERIC HUMIDITY; CONTAMINATION; ELECTRIC INSULATORS; ELECTRIC LINES; ELECTRIC LOAD FORECASTING; ESTIMATION; FLAMMABILITY TESTING; FLASHOVER; LEAKAGE CURRENTS; MATHEMATICAL MODELS; NEURAL NETWORKS; POWER SPECTRUM; SALT DEPOSITS; SECURITY OF DATA; SPECTRUM ANALYSIS;

CURRENT VOLTAGE CHARACTERISTICS;

EID: 77951564759     PISSN: 10709878     EISSN: None     Source Type: Journal    
DOI: 10.1109/TDEI.2010.5448105     Document Type: Article

References (26)

1. Z. Y. Xu, "To Intensify the Basic External Insulation Level of Power System - Fundamental Way for the Prevention of Large-Scale Pollution Flashover", Electric Power, Vol. 36, pp. 57-61, 2003 (in Chinese).
2. N. G. Ramos and R. M. T. Campillo, "A Study on the Characteristics of Various Conductive Contaminants Accumulated on High Voltage Insulators", IEEE Trans. Power Delivery, Vol. 8, pp. 1842-1850, 1993.
3. Y. Mizuno, H. Kusada and K. Naito, "Effect of Climatic Conditions on Contamination Flashover Voltage of Insulators", IEEE Trans. Dielectr. Electr. Insul., Vol. 4, pp. 286-289, 1997. (Pubitemid 127768583)
4. CIGRE TF 33.04.03, "Insulation Pollution Monitoring", Electra, Paris, France, no. 152, pp. 79-89, Feb. 1994.
5. B. Marungsri, H. Shinokubo, R. Matsuoka and S. Kumagai, "Effect of Specimen Configuration on Deterioration of Silicone Rubber for Polymer Insulators in Salt Fog Ageing Test", IEEE Trans. Dielectr. Electr. Insul., Vol. 13, pp. 129-138, 2006. (Pubitemid 43254221)
6. S. Kumagai and N. Yoshimura, "Leakage Current Characterization for Estimating the Conditions of Ceramic and Polymeric Insulating Surfaces", IEEE Trans. Dielectr. Electr. Insul., Vol. 11, pp. 681-690, 2004.
7. F. Obenaus, "Contamination Flashover and Creepage Path Length", Deutsche Elektrotechnik, Vol. 12, pp. 135-136, 1958.
8. R. Sundararajan, R. S. Gorur, "Dynamic Arc Modeling of Pollution Flashover of Insulators under DC Voltage", IEEE Trans. Electr. Insul., Vol. 28, pp. 209-218, 1993.
9. M. G. Danikas, "Simulation of the Dry Band Problem on Outdoor Insulators", J. Electrical Engineering, Vol. 51, pp. 203-206, 2000.
10. G. K. Amaldo and F. B. Geraldo, "Leakage Current Monitoring of Insulators Exposed to Marine and Industrial Pollution", IEEE Intern Symp. Electr. Insul. (ISEI), Montreal, Canada, pp. 271-274, 1996.
11. I. Ramirez-Vazquez and J. L. Fierro-Chavez, "Criteria for the Diagnostic of Polluted Ceramic Insulators Based on the Leakage Current Monitoring Technique", IEEE Conf. Electr. Insul. Dielectr. Phenomena (CEIDP), Austin, USA, pp. 715-718, 1999. (Pubitemid 30539784)
12. T. Suda, "Frequency Characteristics of Leakage Current Waveforms of an Artificially Polluted Suspension Insulator", IEEE Trans. Dielectr. Electr. Insul., Vol. 8, pp. 705-710, 2001. (Pubitemid 32945652)
13. T. Suda and S. Member, "Frequency Characteristics of Leakage Current Waveforms of a String of Suspension Insulators", IEEE Trans. Power Delivery, Vol. 20, pp. 481-488, 2005. (Pubitemid 40152086)
14. A. H. El-Hag, S. H. Jayaram and E. A. Cherney, "Low Frequency Harmonic Components of Leakage Current as a Diagnostic Tool to Study Aging of Silicone Rubber Insulators", IEEE Conf. Electr. Insul. Dielectr. Phenomena (CEIDP), pp. 579-600, 2001.
15. S. Chandrasekar, C. Kalaivanan, A. Cavallini and G. C. Montanari "Investigations on Leakage Current and Phase Angle Characteristics of Porcelain and Polymeric Insulator under Contaminated Conditions", IEEE Trans. Dielectr. Electr. Insul., Vol. 16, pp. 574-583, 2009.
16. J. Y. Li, C. X. Sun, W. X. Sima, Q. Yang, "Stage Pre-Warning Based on Leakage Current Characteristics before Contamination Flashover of Porcelain and Glass Insulators", IET Trans. Gen., Trans. and Distr., Vol. 3, pp. 605-615, 2009.
17. IEC 60507, Artificial Pollution Tests on High Voltage Insulators (a.c.), 1997.
18. W. G. Chen, C. G. Yao, C. X. Sun, L. Du and R. J. Liao, "A New Broadband Micro-Current Transducer for Insulator Leakage Current Monitoring System", IEEE Trans. Power Delivery, Vol. 23, pp. 355-361, 2008.
19. S. Venkataraman and R. S. Gorur, "Prediction of Flashover Voltage of Non-ceramic Insulators under Contaminated Conditions", IEEE Trans. Dielectr. Electr. Insul., Vol. 15, pp. 467-475, 2008. (Pubitemid 44321612)
20. H.-J. Kloes, D. Koenig and M. G. Danikas, "Electrical Surface Discharges on Wet Polymer Surfaces", 8th Int. Symp. Gas. Diel., Virginia Beach, USA, pp. 489-495, 1998.
21. S. Keim and D. Koenig, "The Dynamic Behaviour of Water Drops in an AC Field", IEEE Conf. Electr. Insul. Dielectr. Phenomena (CEIDP), pp. 613-616, 2001. (Pubitemid 33068568)
22. F. Amarh, G. G. Karady, R. Sundararajan, "Linear Stochastic Analysis of Polluted Insulator Leakage Current", IEEE Trans. Power Delivery, Vol. 17, pp. 1063-1070, 2002. (Pubitemid 35422440)
23. X. D. Zhang, Modern Signal Processing, Tsinghua University Press, Beijing, Ch.3, 1994 (in Chinese).
24. A. N. Jahromi, A. H. El-Hag and S. H. Jayaram, "A Neural Network Based Method for Leakage Current Prediction of Polymeric Insulators", IEEE Trans. Power Delivery, Vol. 21, pp. 506-507, 2006. (Pubitemid 43279842)
25. M. Ugur, D. W. Auckland and B. R. Varlow, "Neural Networks to Analyze Surface Tracking on Solid Insulators", IEEE Trans. Dielectr. Electr. Insul., Vol. 4, pp. 763-767, 1997. (Pubitemid 127770611)
26. V. T. Kontargyri, A. A. Gialketsi, G. J. Tsekouras, I. F. Gonos, I. A. Stathopulos, "Design of an Artificial Neural Network for the Estimation of the Flashover Voltage of Insulators", Electric Power System Research, Vol. 77, pp. 1532-1540, 2007. (Pubitemid 47348209)