no code implementations • 3 Apr 2022 • Subhayan De, Matthew Reynolds, Malik Hassanaly, Ryan N. King, Alireza Doostan
Recent advances in modeling large-scale complex physical systems have shifted research focuses towards data-driven techniques.
1 code implementation • 8 Mar 2022 • Xiangyu Zhang, Abinet Tesfaye Eseye, Bernard Knueven, Weijia Liu, Matthew Reynolds, Wesley Jones
This paper focuses on the critical load restoration problem in distribution systems following major outages.
no code implementations • 11 Feb 2020 • Subhayan De, Jolene Britton, Matthew Reynolds, Ryan Skinner, Kenneth Jansen, Alireza Doostan
In the former approach, a neural network model mapping the inputs to the outputs of interest is trained based on the low-fidelity data.