no code implementations • 8 Mar 2024 • Allison M. Campbell, Soumya Kundu, Andrew P. Reiman, Orestis Vasios, Ian Beil, Andy Eiden
Forecasting load at the feeder level has become increasingly challenging with the penetration of behind-the-meter solar, as this self-generation (also called total generation) is only visible to the utility as aggregated net-load.
no code implementations • 5 Mar 2022 • Deepthi Sen, Indrasis Chakraborty, Soumya Kundu, Andrew P. Reiman, Ian Beil, Andy Eiden
With the expected rise in behind-the-meter solar penetration within the distribution networks, there is a need to develop time-series forecasting methods that can reliably predict the net-load, accurately quantifying its uncertainty and variability.
no code implementations • 5 Nov 2021 • Ankit Singhal, Dexin Wang, Andrew P. Reiman, YuAn Liu, Donald J. Hammerstrom, Soumya Kundu
Integration of electronics-based residential appliances and distributed energy resources in homes is expected to rise with grid decarbonization.