5 citations · 8 across the 4 of their papers we have counts for
3 papers · 1 filter
Scalable Self-Supervised Learning for Multiphase AC-OPF in Distribution Systems with Topology Reconfiguration
Hoang T. Nguyen, Shaohui Liu, Reetam Sen Biswas +4
The proliferation of distributed energy resources (DERs) in distribution grids enables the active coordination of these assets to reduce costs and enable cleaner operations. Realiz…
Distributionally Robust Safety Filter for Learning-Based Control in Active Distribution Systems
Hoang Tien Nguyen, Dae-Hyun Choi
Operational constraint violations may occur when deep reinforcement learning (DRL) agents interact with real-world active distribution systems to learn their optimal policies durin…
Sample-Efficient Learning for a Surrogate Model of Three-Phase Distribution System
Hoang Tien Nguyen, Young-Jin Kim, Dae-Hyun Choi
A surrogate model that accurately predicts distribution system voltages is crucial for reliable smart grid planning and operation. This letter proposes a fixed-point data-driven su…