4 citations · 8 across the 2 of their papers we have counts for
2 papers
eess.SY2022★ 4 cited
Modularized Bilinear Koopman Operator for Modeling and Predicting Transients of Microgrids
Xinyuan Jiang, Yan Li, Daning Huang
Modularized Koopman Bilinear Form (M-KBF) is presented to model and predict the transient dynamics of microgrids in the presence of disturbances. As a scalable data-driven approach…
eess.SY2022★ 4 cited
PIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement
Yin Yu, Xinyuan Jiang, Daning Huang +1
A Physics-Informed Dynamic Graph Neural Network (PIDGeuN) is presented to accurately, efficiently and robustly predict the nonlinear transient dynamics of microgrids in the presenc…