4 papers
MxGPS: Multiplex Graph Transformers for a Power Grid Foundation Model
Charilaos Papaioannou, Ioannis Tsantilas, Dimitris Giannakakos +9
Single-task fine-tuning of graph neural networks (GNNs) for power grid problems exhibits a systematic failure mode: models that achieve the lowest in-distribution error degrade the…
A Hybrid Intrusion Detection System for Electric Vehicle Charging Infrastructure
Charukeshi Joglekar, Chijioke Eze, Danni Xiang +1
The integration of Electric Vehicle Charging Stations (EVCSs) into the smart grid necessitates sophisticated digital infrastructure for their management and coordination, which exp…
Vectorized Gaussian Belief Propagation for Near Real-Time Fully-Distributed PMU-Based State Estimation
Mirsad Cosovic, Armin Teskeredzic, Antonello Monti +1
Electric power systems require accurate, scalable, distributed, and near real-time state estimation (SE) to support reliable monitoring and control under increasingly complex opera…
JuliaGrid: An Open-Source Julia-Based Framework for Power System State Estimation
Mirsad Cosovic, Ognjen Kundacina, Muhamed Delalic +6
Modern electric power systems have an increasingly complex structure due to rise in power demand and integration of diverse energy sources. Monitoring these large-scale systems, wh…