Summary of insulator defect detection based on deep learning

J Liu, MM Hu, JY Dong, X Lu - Electric Power Systems Research, 2023 - Elsevier
Insulator is a kind of key electrical equipment in transmission line. Its long-term operation in
strong electric field, high temperature sunshine, mechanical stress, humidity, dirt and other …

Properties and applications of superhydrophobic coatings in high voltage outdoor insulation: A review

G Momen, M Farzaneh, A Nekahi - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The deposition of ice, snow, pollution or their mixtures on the surface of outdoor insulators
may severely affect their performance, resulting in electrical and or mechanical failures …

Comprehensive risk assessment of transmission lines affected by multi-meteorological disasters based on fuzzy analytic hierarchy process

B Han, Z Ming, Y Zhao, T Wen, M Xie - … Journal of Electrical Power & Energy …, 2021 - Elsevier
With the continuous improvement of the production technology and intelligence level of
power equipment, the failure rate of power grid equipment has declined. However, in the …

Prediction of flashover voltage of insulators using least squares support vector machines

MT Gencoglu, M Uyar - Expert Systems with Applications, 2009 - Elsevier
The importance of the research on insulator pollution has been increased considerably with
the rise of the voltage of transmission lines. In order to determine the flashover behavior of …

Research on the pollution performance and degradation of superhydrophobic nano-coatings for toughened glass insulators

H de Santos, MÁ Sanz-Bobi - Electric Power Systems Research, 2021 - Elsevier
Most of the research efforts to enhance the pollution performance of glass insulators have
been focused on room temperature vulcanizing (RTV) silicone rubber coatings to cover the …

[HTML][HTML] Inception 1D-convolutional neural network for accurate prediction of electrical insulator leakage current from environmental data during its normal operation …

JM Bueno-Barrachina, Y Ye-Lin… - … Applications of Artificial …, 2023 - Elsevier
Contamination flashover remains one of the biggest challenges for power grid designers
and maintenance engineers. Insulator leakage current contains relevant information about …

Improved flashover mathematical model of polluted insulators: A dynamic analysis of the electric arc parameters

MF Palangar, M Mirzaie, A Mahmoudi - Electric Power Systems Research, 2020 - Elsevier
This paper presents an improved dynamic mathematical model of critical parameters for
ceramic insulators based on an extended equivalent electric circuit model of a polluted …

Pollution flashover voltage of transmission line insulators: Systematic review of experimental works

AA Salem, KY Lau, W Rahiman, Z Abdul-Malek… - IEEE …, 2022 - ieeexplore.ieee.org
Over the past decades, extensive experimental-based research works have been carried out
to investigate the flashover phenomenon on the performance of polluted transmission line …

Pixel-level classification of pollution severity on insulators using photothermal radiometry and multiclass semisupervised support vector machine

L Liu, H Mei, C Guo, Y Tu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Pollution flashover is a serious accident with a wide range of impacts in power grid. Accurate
and timely classification of pollution severity is both a key to preventing pollution flashovers …

Investigation and analysis of AC flashover voltage of SiR insulators under longitudinal and fan-shaped non-uniform pollutions

JD Samakosh, M Mirzaie - International Journal of Electrical Power & …, 2019 - Elsevier
The pollution non-uniformity in the axial and circumferential directions of insulator surface
has a great impact on the ac flashover voltage. So far, few studies have been conducted …