4 papers
Industrial electrification in the era of data centers: A Bayesian Optimization approach for grid-aware large load allocation
Jiyong Lee, Erhan Kutanoglu, Michael Baldea +1
Large loads from industrial electrification and data centers are reshaping the planning and operation of the power grid. Identifying optimal large load siting decisions while accou…
Grid Capacity Expansion under Data Centers and Electrified Manufacturing Large Loads
Jiyong Lee, Melody Agustin, Joanne Langsdorf +3
In this paper, we consider the expansion of power grids under emerging large loads from data centers and electrified manufacturing. We develop a multi-period grid capacity expansio…
Using a generative model for out-of-sample testing of two-stage stochastic programs
Ashutosh Shukla, John J. Hasenbein, Erhan Kutanoglu
Stochastic programming models for decision-making under uncertainty often suffer from scenario scarcity, where obtaining representative samples of uncertain parameters requires exp…
Co-optimization of Short- and Long-term Decisions for the Transmission Grid's Resilience to Flooding
Ashutosh Shukla, Erhan Kutanoglu, John Hasenbein
We present and analyze a three-stage stochastic optimization model that integrates output from a geoscience-based flood model with a power flow model for transmission grid resilien…