2 papers
eess.SY2026
Cost-Informed Learning for Aggregating Building HVAC Flexibility
Jingguan Liu, Cong Chen, Xiaomeng Ai +3
This paper develops a cost-informed aggregation framework that learns an aggregate flexibility set of building heating, ventilation, and air-conditioning (HVAC) loads to minimize t…
eess.SY2026
Mean-Field Learning for Storage Aggregation
Jingguan Liu, Cong Chen, Xiaomeng Ai +3
Distributed energy storage devices can be aggregated to provide operational flexibility for power systems. This requires representing a massive device population as a single, tract…