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eess.SY2024
Cascading Failure Prediction via Causal Inference
Shiuli Subhra Ghosh, Anmol Dwivedi, Ali Tajer +2
Causal inference provides an analytical framework to identify and quantify cause-and-effect relationships among a network of interacting agents. This paper offers a novel framework…
eess.SY2024
Blackout Mitigation via Physics-guided RL
Anmol Dwivedi, Santiago Paternain, Ali Tajer
This paper considers the sequential design of remedial control actions in response to system anomalies for the ultimate objective of preventing blackouts. A physics-guided reinforc…
eess.SY2023
GRNN-based Real-time Fault Chain Prediction
Anmol Dwivedi, Ali Tajer
This paper proposes a data-driven graphical framework for the real-time search of risky cascading fault chains (FCs). While identifying risky FCs is pivotal to alleviating cascadin…