9 citations · 17 across the 5 of their papers we have counts for
5 papers
Distribution System Operation Amidst Wildfire-Prone Climate Conditions Under Decision-Dependent Line Availability Uncertainty
Alexandre Moreira, Felipe Pianco, Bruno Fanzeres +4
Wildfires can severely damage electricity grids leading to long periods of power interruption. Climate change will exacerbate this threat by increasing the frequency of dry climate…
Model-Informed Generative Adversarial Network (MI-GAN) for Learning Optimal Power Flow
Yuxuan Li, Chaoyue Zhao, Chenang Liu
The optimal power flow (OPF) problem, as a critical component of power system operations, becomes increasingly difficult to solve due to the variability, intermittency, and unpredi…
Optimistic Distributionally Robust Policy Optimization
Jun Song, Chaoyue Zhao
Trust Region Policy Optimization (TRPO) and Proximal Policy Optimization (PPO), as the widely employed policy based reinforcement learning (RL) methods, are prone to converge to a…
Flexibility Management in Economic Dispatch with Dynamic Automatic Generation Control
Lei Fan, Chaoyue Zhao, Guangyuan Zhang +1
As the installation of electronically interconnected renewable energy resources grows rapidly in power systems, system frequency maintenance and control become challenging problems…
Distributionally Robust Distribution Network Configuration Under Random Contingency
Sadra Babaei, Ruiwei Jiang, Chaoyue Zhao
Topology design is a critical task for the reliability, economic operation, and resilience of distribution systems. This paper proposes a distributionally robust optimization (DRO)…