110 citations · 183 across the 8 of their papers we have counts for
3 papers · 1 filter
Machine Learning for Smart and Energy-Efficient Buildings
Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan +7
Energy consumption in buildings, both residential and commercial, accounts for approximately 40% of all energy usage in the U.S., and similar numbers are being reported from countr…
Longitudinal thermal imaging for scalable non-residential HVAC and occupant behaviour characterization
Vasantha Ramani, Miguel Martin, Pandarasamy Arjunan +3
This work presents a study on the characterization of the air-conditioning (AC) usage pattern of non-residential buildings from thermal images collected from an urban-scale infrare…
Elastic buildings: Calibrated district-scale simulation of occupant-flexible campus operation for hybrid work optimization
Martín Mosteiro-Romero, Clayton Miller, Adrian Chong +1
Before 2020, the way occupants utilized the built environment had been changing slowly towards scenarios in which occupants have more choice and flexibility in where and how they w…