4 papers
Increasing Line Outage Localization Performance with Ensemble Classifiers
Daniel Flores, Yuanrui Sang, Michael P. McGarry
In many cases, the outage of one transmission line in a system can be localized by monitoring the power flow of another line, and machine learning methods can be used to distinguis…
Line Outage Impact Factor (LOIF): A New Sensitivity Factor for Enhanced Transmission Observability
Daniel Flores, Yuanrui Sang, Michael P. McGarry
Transmission failures can lead to cascading failures and system blackout affecting millions of customers if not handled in time, and choosing the best locations to monitor the cond…
System-Level Impacts of Flexible Data Center Load Scheduling on Cost, Emissions, and Transmission Congestion
Akibul Hasan Mazumder, Yuanrui Sang
Large data centers are being deployed in the U.S. at an unprecedented rate, introducing significant flexible load potential. A portion of data center workloads - best-effort (BE) j…
Electricity Price-Aware Scheduling of Data Center Cooling
Arash Khojaste, Jonathan Pearce, Golbon Zakeri +1
Data centers are becoming a major consumer of electricity on the grid, with cooling accounting for about 40\% of that energy. As electricity prices vary throughout the day and year…