28 citations · 102 across the 23 of their papers we have counts for
3 papers · 1 filter
Curriculum Based Reinforcement Learning of Grid Topology Controllers to Prevent Thermal Cascading
Amarsagar Reddy Ramapuram Matavalam, Kishan Prudhvi Guddanti, Yang Weng +1
This paper describes how domain knowledge of power system operators can be integrated into reinforcement learning (RL) frameworks to effectively learn agents that control the grid'…
The Powerful Use of AI in the Energy Sector: Intelligent Forecasting
Erik Blasch, Haoran Li, Zhihao Ma +1
Artificial Intelligence (AI) techniques continue to broaden across governmental and public sectors, such as power and energy - which serve as critical infrastructures for most soci…
Quick Line Outage Identification in Urban Distribution Grids via Smart Meters
Yizheng Liao, Yang Weng, Chin-woo Tan +1
The growing integration of distributed energy resources (DERs) in distribution grids raises various reliability issues due to DER's uncertain and complex behaviors. With a large-sc…