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Insulator Contamination Diagnosis Method Based on Deep Learning Convolutional Neural Network
2021 3rd Asia Energy and Electrical Engineering Symposium (AEEES), 2021Insulators are one of the most used electrical equipment in the power system. Long-term exposure to the air environment can easily cause pollution flashovers and have a serious impact on the safe operation of the power transmission system. In this paper,
Yunpeng Liu +5 more
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Characterization of Hygroscopic Insulator Contamination via Laser-Induced Breakdown Spectroscopy
IEEE Transactions on Plasma Science, 2021Flashovers seriously affect the safe operation of high-voltage transmission lines. The influence of different pollutants on the flashover of insulators differs greatly.
X. Qin +6 more
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Accurate Sensing of Insulator Surface Contamination Using Customized Convolutional Neural Network
IEEE Sensors Letters, 2023Accurate sensing of contamination on the insulator surface is vital for the reliable operation of transmission lines. Hence, the present work aims to develop a deep learning framework for remote and accurate contamination sensing on the surface of ...
Sayanjit Singha Roy +4 more
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Electrical-insulation contaminants
Electrical Engineering, 1949SERVICE EXPERIENCE with electric apparatus has indicated that in many cases the presence of “contaminants” has contributed to the failure of electrical insulation. In the category of contaminants are included moisture, salt, oil, carbonaceous materials, and dust.
K. N. Mathes +3 more
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Investigation of the Insulation Condition of Contaminated Solid Epoxy Insulators
2020 IEEE 1st International Conference for Convergence in Engineering (ICCE), 2020This paper reports the assessment of impurities of solid Epoxy insulator by sensing Polarizing and Depolarizing Current under high voltage excitation. Several impure Epoxy samples were created carefully by contaminating different level of carbon dust particles within it.
Sandipan Kumar Paul +3 more
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Assessment of Insulator Pollution Degree Based on Contamination Moisture With Temperature Change
IEEE Sensors Journal, 2022For the safe operation of the power grid, online monitoring of insulator pollution degree is of great significance to the power system. Considering that the insulator contamination mostly is accumulated in the dry season with little rain, it is very ...
Bin Cao +5 more
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The insulator contamination problem
Electrical Engineering, 1958POWER COMPANIES operating in areas subjected to air-borne contamination have, for many years, been faced with a difficult operating problem. Maintenance of satisfactory operation has required that insulators be cleaned periodically by hand wiping or periodic washing (energized or de-energized).
J. E. Conner, A. D. Lantz
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Pole Fires Due to Insulator Contamination
Transactions of the American Institute of Electrical Engineers, 1948WOOD POLES and crossarms of overhead electric lines may become ignited and damaged when the surface of the insulators and wooden parts are contaminated by industrial dirt and exposed to fog or light drizzle. A few pole fires have occurred in the Chicago area under circumstances which gave a basis for further laboratory study.
W. H. Wickham +2 more
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Insulation characteristics of contaminated vacuum
Conference Record of the 1988 IEEE International Symposium on Electrical Insulation, 2003Results are presented relating to the outgassed products from three common insulating polymers under vacuum at elevated temperatures up to 400 degrees C. Nylon-6, polymethylmethacrylate and polytetrafluoroethylene (PTFE) have been studied. PTFE is the most stable, while nylon-6 outgasses large quantities of water vapor.
I.D. Chalmers, G.R. Sankey, R. Mahmood
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2020 IEEE Region 10 Symposium (TENSYMP), 2020
In the present work, the influence of different surface contaminations on the performance of a porcelain insulator is investigated. The measurement of the Leakage current on different classes of the contaminated porcelain insulators is performed with the
Kaushik Sit +4 more
semanticscholar +1 more source
In the present work, the influence of different surface contaminations on the performance of a porcelain insulator is investigated. The measurement of the Leakage current on different classes of the contaminated porcelain insulators is performed with the
Kaushik Sit +4 more
semanticscholar +1 more source

