28 citations · 102 across the 23 of their papers we have counts for
23 papers
Explainable Graph Theory-Based Identification of Meter-Transformer Mapping
Bilal Saleem, Yang Weng
Distributed energy resources are better for the environment but may cause transformer overload in distribution grids, calling for recovering meter-transformer mapping to provide si…
Local Measurement Based Robust Voltage Stability Index & Identification of Voltage Collapse Onset
Kishan Prudhvi Guddanti, Amarsagar Matavalam, Yang Weng
This paper addresses the problem of real-time monitoring of long-term voltage instability (LTVI) by using local field measurements. Existing local measurement-based methods use The…
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…
Wide Area Measurement System-based Low Frequency Oscillation Damping Control through Reinforcement Learning
Yousaf Hashmy, Zhe Yu, Di Shi +1
Ensuring the stability of power systems is gaining more attraction today than ever before, due to the rapid growth of uncertainties in load and renewable energy penetration. Lately…