66 citations · 75 across the 3 of their papers we have counts for
3 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★ 9 cited
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…
eess.SY2024★ 66 cited
A Review of Safe Reinforcement Learning Methods for Modern Power Systems
Tong Su, Tong Wu, Junbo Zhao +2
Given the availability of more comprehensive measurement data in modern power systems, reinforcement learning (RL) has gained significant interest in operation and control. Convent…