Design of ANFIS for Hydrophobicity Classification of Polymeric Insulators with Two-Stage Feature Reduction Technique and Its Field Deployment

Design of ANFIS for Hydrophobicity Classification of Polymeric Insulators with Two-Stage Feature Reduction Technique and Its Field Deployment

Hydrophobicity of polymeric insulator plays a vital role in determining the insulation quality in outdoor overhead electrical transmission and distribution lines. Loss of hydrophobicity increases the leakage current and leads to flashover. Monitoring hydrophobicity becomes a fundamental requirement...

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Bibliographic Details
Main Authors: Rajamohan Jayabal, K. Vijayarekha, S. Rakesh Kumar
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Energies
Subjects:
polymeric insulators
hydrophobicity
image processing
PCA
ANFIS
GUI
Online Access:https://www.mdpi.com/1996-1073/11/12/3391

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