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Found 4 papers, 0 papers with code
Robust VAR Capability Curve of DER with Uncertain Renewable Generation
Active distribution system with high penetration of inverter based distributed energy resources (DER) can be utilized for VAR-related ancillary services.
Curriculum Based Reinforcement Learning of Grid Topology Controllers to Prevent Thermal Cascading
To address the challenge of the large optimization space, a curriculum-based approach with reward tuning is incorporated into the training procedure by modifying the environment using network physics for enhanced agent learning.
Data-driven Identification of Nonlinear Power System Dynamics Using Output-only Measurements
The developed method of Extended Subspace Identification (ESI) is suitable for systems with output measurements when all the dynamics states are not observable.
Information Based Data-Driven Characterization of Stability and Influence in Power Systems
In this paper, we provide a purely data-driven technique for small-signal stability classification (voltage or angle stability) and influence characterization for a power network.
