Learning Power Grid Outages With Higher-Order Topological Neural Networks

Engineering

• Bus Voltage 20%
• Electric Power Distribution 100%
• Energy Demand 20%
• Homology 40%
• Laplace Operator 20%
• Network Model 20%
• Nodes 20%
• Observability 20%
• Outages 100%
• Power Distribution 20%
• Power Engineering 20%
• Power Grid 100%
• Simplicial Complex 20%
• State-of-the-Art Method 20%
• Substations 20%
• Supplied Power 20%
• Test Distribution 20%

Computer Science

• Case Study 25%
• Distribution Network 100%
• Laplace Operator 25%
• Neural Network 100%
• Neural Network Model 25%
• Partial Observability 25%
• Persistent Homology 50%
• Physical Threat 25%
• Power Distribution Network 25%
• Simplicial Complex 25%
• Topological Order 100%

Keyphrases

• Branch Current 25%
• Bus Voltage 25%
• Contingency Identification 25%
• Learning Power 100%
• Load Bus 25%
• Resilience Improvement 25%