Article
Levels of Pollution to Enhance Transmission Line Model using ANN
Pollution insulators are a serious problem to the safety operations of electric power networks. Leakage current sensing is often used on transmission line insulators to quantify pollution level. The present research shows the inference of pollution concentration on insulators via the simulated leakage current and voltage in a gearbox tower. The simulation parameters are fed based on the enhanced transmission line model with an insertion of leakage resistance currents between buses. Simulated leakage current and voltage between two buses are utilized at different locations in order to approximate the pollution level with the help of artificial neural network (ANN).
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