Modelling of various meteorological effects on leakage current level for suspension type of high voltage insulators using HMLP neural network

• Main Authors: Dahlan N.Y., Kasuan N., Ahmad A.S.
• Other Authors: 24483200900
• Format: Conference paper
• Published: 2023
• Subjects: ANN; HMLP; Insulators; Leakage current; MRPE; Regression analysis; Bushings; Coastal zones; Industrial electronics; Leakage currents; Metal analysis; Neural networks; Statistics; Coastal area; Coastal regions; Electrical power system; High voltage insulators; Hybrid multilayered perceptron network; Industrial area; Insulator flashover; Malaysia; Meteorological effects; Meteorological parameters; Power station; Real measured data; Recursive prediction; Salt deposition; Suspension types; Transformer bushings; Learning algorithms

Electrical power system lines sometimes pass along the coastal regions and transverse through the industrial areas of the Peninsular Malaysia. The phenomenon of salt blown from the sea to the land at the coastal area was causing salt deposition to the transformer bushing which contaminating the bush...