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cs.LG2023
Learning Spatio-Temporal Aggregations for Large-Scale Capacity Expansion Problems
Aron Brenner, Rahman Khorramfar, Saurabh Amin
Effective investment planning decisions are crucial to ensure cyber-physical infrastructures satisfy performance requirements over an extended time horizon. Computing these decisio…
cs.LG2022★ 1 cited
Graph Representation Learning for Energy Demand Data: Application to Joint Energy System Planning under Emissions Constraints
Aron Brenner, Rahman Khorramfar, Dharik Mallapragada +1
A rapid transformation of current electric power and natural gas (NG) infrastructure is imperative to meet the mid-century goal of CO2 emissions reduction requires. This necessitat…