Accurate Surface Condition Classification of High Voltage Insulators based on Deep Convolutional Neural Networks

Keyphrases

• Surface Condition 100%
• High Voltage Insulator 100%
• Deep Convolutional Neural Network (deep CNN) 100%
• Condition Identification 100%
• Insulator-based 100%
• Convolutional Neural Network 66%
• Clean Surface 66%
• Insulator Surface 66%
• High Voltage Transmission Line 33%
• Reduction Method 33%
• Model Selection 33%
• Selection Strategy 33%
• Limited Resources 33%
• Classification Accuracy 33%
• Water Droplet 33%
• Electrical Insulation 33%
• Physical Damage 33%
• Wet Surface 33%
• Embedded Devices 33%
• Power System Operation 33%
• Outdoor Insulators 33%
• Mechanical Support 33%
• Systematic Model 33%
• Model Size Reduction 33%
• Insulation Barrier 33%
• Surface Cleaning 33%
• Polluted Insulators 33%
• Physical Degradation 33%
• Environmental Contaminants 33%
• Contaminated Surfaces 33%

INIS

• surfaces 100%
• classification 100%
• neural networks 100%
• voltage 100%
• reduction 25%
• cements 25%
• soils 25%
• water 12%
• implementation 12%
• operation 12%
• accuracy 12%
• damage 12%
• resources 12%
• devices 12%
• images 12%
• power 12%
• architecture 12%
• datasets 12%
• barriers 12%
• power systems 12%
• droplets 12%
• outdoors 12%
• electrical insulation 12%

Engineering

• Surface Condition 100%
• Convolutional Neural Network 100%
• Power Line 33%
• Classification Accuracy 33%
• Complexity Reduction 33%
• Limited Resource 33%
• Slight Reduction 33%
• Power System Operation 33%
• Selection Methodology 33%
• Electrical Insulation 33%
• Embedded Device 33%