3 papers
stat.AP2025
A Statistical Framework for District Energy Long-term Electric Load Forecasting
Emily Royal, Soutir Bandyopadhyay, Alexandra Newman +2
An accurate forecast of electric demand is essential for the optimal design of a generation system. For district installations, the projected lifespan may extend one or two decades…
eess.SY2024
Differential Predictive Control of Residential Building HVACs for Maximizing Renewable Local Consumption and Supporting Fast Voltage Control
Patrick Salter, Celina Wilkerson, Qiuhua Huang +3
High penetration of distributed energy resources in distribution systems, such as rooftop solar PVs, has caused voltage fluctuations which are much faster than typical voltage cont…
cs.LG2024
Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods
Patrick Salter, Qiuhua Huang, Paulo Cesar Tabares-Velasco
Residential buildings account for a significant portion (35\%) of the total electricity consumption in the U.S. as of 2022. As more distributed energy resources are installed in bu…