[HTML][HTML] Contamination level monitoring techniques for high-voltage insulators: a review
Insulators are considered one of the most significant parts of power systems which can affect
the overall performance of high-voltage (HV) transmission lines and substations. High …
the overall performance of high-voltage (HV) transmission lines and substations. High …
Convolutional neural network bidirectional long short-term memory to online classify the distribution insulator leakage currents
TP Nguyen, CT Yeh, MY Cho, CL Chang… - Electric Power Systems …, 2022 - Elsevier
In this project, the online monitoring systems to classify the leakage current of 15 kV and 25
kV distribution insulators were installed in mountain areas in Taiwan. The convolution neural …
kV distribution insulators were installed in mountain areas in Taiwan. The convolution neural …
Insulator leakage current prediction using surface spark discharge data and particle swarm optimization based neural network
PN Thanh, MY Cho, TN Da - Electric Power Systems Research, 2021 - Elsevier
The paper has completely built an online monitoring system to detect deteriorative insulator
by predicting the leakage current which assist maintenance personnel in determining …
by predicting the leakage current which assist maintenance personnel in determining …
Real-time leakage current classification of 15kV and 25kV distribution insulators based on bidirectional long short-term memory networks with deep learning machine
CT Yeh, PN Thanh, MY Cho - IEEE Access, 2022 - ieeexplore.ieee.org
This paper presents an online monitoring system to classify the leakage/discharge current of
the insulator in coastal sites using Bidirectional Long short-term memory (Bi-LSTM) models …
the insulator in coastal sites using Bidirectional Long short-term memory (Bi-LSTM) models …
Polymeric composites and hybrids for high-voltage insulators
S Gilak Hakimabadi, M Ehsani… - … -Plastics Technology and …, 2024 - Taylor & Francis
In the past few years, considerable focus has been directed toward the employment of
appropriate coatings with the intention of mitigating imperfections brought about by various …
appropriate coatings with the intention of mitigating imperfections brought about by various …
Contamination deposition and discharge characteristics of outdoor insulators in fog-haze conditions
Y Liu, H Zong, S Gao, BX Du - International Journal of Electrical Power & …, 2020 - Elsevier
This investigation focuses on the fog-haze weather, a new threat to the outdoor insulators in
many developing countries, and the effects of adhesive properties of particles on surface …
many developing countries, and the effects of adhesive properties of particles on surface …
[HTML][HTML] Sensing method using multiple quantities for diagnostic of insulators in different ambient conditions
B Dolník, Ľ Šárpataky, I Kolcunová, P Havran - Sensors, 2022 - mdpi.com
Insulators are one of the many components responsible for the reliability of electricity supply
as part of transmission and distribution lines. Failure of the insulator can cause considerable …
as part of transmission and distribution lines. Failure of the insulator can cause considerable …
Insulator Leakage Current Prediction Using Hybrid of Particle Swarm Optimization and Gene Algorithm‐Based Neural Network and Surface Spark Discharge Data
P Nguyen Thanh, MY Cho - Computational Intelligence and …, 2022 - Wiley Online Library
This study proposes a new superior hybrid algorithm, which is the particle swarm
optimization (PSO) and gene algorithm (GA)‐based neural network to predict the leakage …
optimization (PSO) and gene algorithm (GA)‐based neural network to predict the leakage …
Mathematical morphology aided random forest classifier based high voltage porcelain insulator contamination level classification
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 …
porcelain insulator is investigated. The measurement of the Leakage current on different …
Environmental Effects on Parameters of Leakage Current Equivalent Circuits of Outdoor Insulators
A Bagaskara - Emerging Science Journal, 2024 - ijournalse.org
The performance of outdoor insulators in transmission lines may deteriorate due to aging
and can even be enhanced by the presence of pollutants. Leakage current (LC) …
and can even be enhanced by the presence of pollutants. Leakage current (LC) …