An AI-Based Technique for Fault Location in Inverter-Based Active Distribution Networks

Keyphrases

• Active Distribution Network 100%
• Artificial Intelligence 100%
• Fault Location 100%
• Artificial Intelligence Techniques 100%
• Inverter-based 100%
• Inverter-interfaced Distributed Generators 100%
• Branch number 66%
• 1D Convolutional Neural Network (1D CNN) 66%
• Accuracy Improvement 33%
• Distribution Network 33%
• Unbalanced Load 33%
• Fault Distance 33%
• Measurement Instrument 33%
• Two-element Array 33%
• Multiple Distributed Generators 33%
• Impedance Approach 33%
• Fault Scenarios 33%
• Traveling Wave 33%
• Wave Base 33%
• Number of Measurements 33%
• Resistance Level 33%
• High Frequency Devices 33%
• Sub-branch 33%
• Residual Connection 33%
• High Fault Resistance 33%

Engineering

• Inverter 100%
• Active Distribution Network 100%
• Artificial Intelligence 100%
• Distributed Generator 80%
• Convolutional Neural Network 40%
• Load Condition 20%
• Limited Number 20%
• One Dimensional 20%
• Traveling Wave 20%
• Distribution Network 20%

Computer Science

• Artificial Intelligence 100%
• Fault Location 100%
• Distribution Network 100%
• Convolutional Neural Network 25%
• Traveling Wave 25%
• One-Dimensional Convolutional Neural Network 25%