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eess.SY2026
Topology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures
Anh Le, Phat K. Huynh, Om P. Yadav +3
Smart grid infrastructure needs improved resilience and preventive maintenance through more accurate predictions. Current methodologies lack accurate representation of spatio-tempo…
eess.SY2025
Multilayer GNN for Predictive Maintenance and Clustering in Power Grids
Muhammad Kazim, Harun Pirim, Chau Le +2
Unplanned power outages cost the US economy over $150 billion annually, partly due to predictive maintenance (PdM) models that overlook spatial, temporal, and causal dependencies i…