2 papers
eess.SY2026
A Hybrid Two-Stage Machine Learning Pipeline for Fault Detection and Classification in Power Transmission Systems
Sahil Manikshete, Atharva Gujarathi, Thanh Long Vu +2
Rapid and accurate fault detection in high-voltage transmission networks is essential for grid reliability and equipment protection. Transmission fault datasets are frequently imba…
math.OC2023
Risk-Constrained Reinforcement Learning for Inverter-Dominated Power System Controls
Kyung-bin Kwon, Sayak Mukherjee, Thanh Long Vu +1
This paper develops a risk-aware controller for grid-forming inverters (GFMs) to minimize large frequency oscillations in GFM inverter-dominated power systems. To tackle the high v…