2 papers
eess.SY2024
A Survey of Open-Source Power System Dynamic Simulators with Grid-Forming Inverter for Machine Learning Applications
Tong Su, Jiangkai Peng, Alaa Selim +2
The emergence of grid-forming (GFM) inverter technology and the increasing role of machine learning in power systems highlight the need for evaluating the latest dynamic simulators…
eess.SY2024
Neural Network Certification Informed Power System Transient Stability Preventive Control with Renewable Energy
Tong Su, Junbo Zhao
Existing machine learning-based surrogate modeling methods for transient stability constrained-optimal power flow (TSC-OPF) lack certifications in the presence of unseen disturbanc…