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eess.SY2024
A reference frame-based microgrid primary control for ensuring global convergence to a periodic orbit
Xinyuan Jiang, Constantino M. Lagoa, Daning Huang +1
Power systems with a high penetration of renewable generation are vulnerable to frequency oscillation and voltage instability. Traditionally, the stability of power systems is cons…
eess.SY2024★ 1 cited
Learning Networked Dynamical System Models with Weak Form and Graph Neural Networks
Yin Yu, Daning Huang, Seho Park +1
This paper presents a sequence of two approaches for the data-driven control-oriented modeling of networked systems, i.e., the systems that involve many interacting dynamical compo…
math.NA2024★ 1 cited
Learning Coarse-Grained Dynamics on Graph
Yin Yu, John Harlim, Daning Huang +1
We consider a Graph Neural Network (GNN) non-Markovian modeling framework to identify coarse-grained dynamical systems on graphs. Our main idea is to systematically determine the G…