Assessment of ESDD on high-voltage insulators using artificial neural network

• Main Authors: Ahmad A.S., Ghosh P.S., Shahnawaz Ahmed S., Aljunid S.A.K.
• Other Authors: 7202040740
• Format: Article
• Published: 2023
• Subjects: Atmospheric humidity; Electric insulators; Electric potential; Electric power systems; Leakage currents; Neural networks; Rain; Switching; Water pollution; Economic transfers; Equivalent salt deposit density (ESDD); High voltage insulators; Wind velocity; Salt deposits

The environmental and weather conditions cause flashover on polluted insulators leading to outages in a power system. It is generally recognized that the main causes leading to the contamination of insulators are marine pollution as found in the immediate neighborhood of the coastal regions, and sol...