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[HTML][HTML] Review of the performance of high-voltage composite insulators
In the present literature survey, we focused on the performance of polymeric materials
encompassing silicone rubber (SiR), ethylene propylene diene monomer (EPDM) and …
encompassing silicone rubber (SiR), ethylene propylene diene monomer (EPDM) and …
[HTML][HTML] Fault prediction based on leakage current in contaminated insulators using enhanced time series forecasting models
To improve the monitoring of the electrical power grid, it is necessary to evaluate the
influence of contamination in relation to leakage current and its progression to a disruptive …
influence of contamination in relation to leakage current and its progression to a disruptive …
[HTML][HTML] Ensemble learning methods using the Hodrick–Prescott filter for fault forecasting in insulators of the electrical power grids
Electrical power grid insulators installed outdoors are exposed to environmental conditions,
such as the accumulation of contaminants on their surface. The contaminants increase the …
such as the accumulation of contaminants on their surface. The contaminants increase the …
[HTML][HTML] Wavelet LSTM for fault forecasting in electrical power grids
An electric power distribution utility is responsible for providing energy to consumers in a
continuous and stable way. Failures in the electrical power system reduce the reliability …
continuous and stable way. Failures in the electrical power system reduce the reliability …
Classification of distribution power grid structures using inception v3 deep neural network
To maintain the supply of electrical energy, it is necessary that failures in the distribution grid
are identified during inspections of the electrical power system before shutdowns occur. To …
are identified during inspections of the electrical power system before shutdowns occur. To …
Classification of insulators using neural network based on computer vision
Insulators of the electrical power grid are usually installed outdoors, so they suffer from
environmental stresses, such as the presence of contamination. Contamination can increase …
environmental stresses, such as the presence of contamination. Contamination can increase …
Evaluation of visible contamination on power grid insulators using convolutional neural networks
The contamination of insulators increases their surface conductivity, resulting in a higher
chance of shutdowns occurring. To measure contamination, equivalent salt deposit density …
chance of shutdowns occurring. To measure contamination, equivalent salt deposit density …
Pollution flashover under different contamination profiles on high voltage insulator: Numerical and experiment investigation
This work aimed to study the influence of contamination profiles and humidity on flashover
electrical characteristics of polluted insulators. Firstly, the flashover tests on cap and pin …
electrical characteristics of polluted insulators. Firstly, the flashover tests on cap and pin …
Group method of data handling using Christiano–Fitzgerald random walk filter for insulator fault prediction
Disruptive failures threaten the reliability of electric supply in power branches, often
indicated by the rise of leakage current in distribution insulators. This paper presents a …
indicated by the rise of leakage current in distribution insulators. This paper presents a …
[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 …