AINeutralarXiv – CS AI · 18h ago6/10
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Outage Detection in Self-Healing Smart Grids Using Reinforcement Learning with Spectral Graph Neural Networks
Researchers propose a spectral graph neural network combined with reinforcement learning to optimize power grid recovery during outages, enabling real-time decision-making for network reconfiguration. The approach demonstrates near-optimal performance across IEEE test systems while generalizing effectively to diverse outage scenarios, addressing computational inefficiencies in traditional machine learning methods for smart grid management.