113 citations · 694 across the 64 of their papers we have counts for
10 papers · 1 filter
An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data
Benjamin Rausch, Kevin Mayer, Marie-Louise Arlt +5
While photovoltaic (PV) systems are installed at an unprecedented rate, reliable information on an installation level remains scarce. As a result, automatically created PV registri…
Generating private data with user customization
Xiao Chen, Thomas Navidi, Ram Rajagopal
Personal devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information spec…
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models
Eric Zelikman, Sharon Zhou, Jeremy Irvin +7
Advancing probabilistic solar forecasting methods is essential to supporting the integration of solar energy into the electricity grid. In this work, we develop a variety of state-…
Activity Detection And Modeling Using Smart Meter Data: Concept And Case Studies
Hao Wang, Gonzague Henri, Chin-Woo Tan +1
Electricity consumed by residential consumers counts for a significant part of global electricity consumption and utility companies can collect high-resolution load data thanks to…
DER Information Unaware Coordination via Day-ahead Dynamic Power Bounds
Thomas Navidi, Chloe Leblanc, Abbas El Gamal +1
Reliability and voltage quality in distribution networks have been achieved via a combination of transformer power rating satisfaction and voltage management asset control. To main…
Power and the Pandemic: Exploring Global Changes in Electricity Demand During COVID-19
Elizabeth Buechler, Siobhan Powell, Tao Sun +6
Understanding how efforts to limit exposure to COVID-19 have altered electricity demand provides insights not only into how dramatic restrictions shape electricity demand but also…