5 papers
Power Grid Infrastructure for AI Data Centers
Amir Sajadi, Muhy Eddin Za'ter, Maria Vabson +2
This article addresses recent advances in artificial intelligence, which have set off an astounding race among technology frontiers to build large data centers. It provides insight…
A Multi-Stage Warm-Start Deep Learning Framework for Unit Commitment
Muhy Eddin Za'ter, Anna Van Boven, Bri-Mathias Hodge +1
Maintaining instantaneous balance between electricity supply and demand is critical for reliability and grid instability. System operators achieve this through solving the task of…
Optimal County-Level Siting of Data Centers in the United States
Maria Vabson, Muhy Eddin Zater, Amir Sajadi +2
Data centers are growing rapidly, creating the pressing need for the development of critical infrastructure build out to support these resource-intensive large loads. Their immense…
Residual Correction Models for AC Optimal Power Flow Using DC Optimal Power Flow Solutions
Muhy Eddin Za'ter, Bri-Mathias Hodge, Kyri Baker
Solving the nonlinear AC optimal power flow (AC OPF) problem remains a major computational bottleneck for real-time grid operations. In this paper, we propose a residual learning p…
A New Definition of Demand Response in the Distributed Energy Resource Era
Johanna L. Mathieu, Gregor VerbiÄ, Thomas Morstyn +10
Demand response is a concept that has been around since the very first electric power systems. However, we have seen an explosion of research on demand response and demand-side tec…