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Blackout Mitigation via Physics-guided RL
This paper considers the sequential design of remedial control actions in response to system anomalies for the ultimate objective of preventing blackouts.
GRNN-based Real-time Fault Chain Prediction
The search process is formalized as a partially observable Markov decision process (POMDP), which is subsequently solved via a time-varying graph recurrent neural network (GRNN) that judiciously accounts for the inherent temporal and spatial structures of the data generated by the system.
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