56 citations · 109 across the 7 of their papers we have counts for
4 papers · 1 filter
CBE Clima Tool: a free and open-source web application for climate analysis tailored to sustainable building design
Giovanni Betti, Federico Tartarini, Christine Nguyen +1
Buildings that are designed specifically to respond to the local climate can be more comfortable, energy-efficient, and with a lower environmental impact. However, there are many s…
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…
Cozie Apple: An iOS mobile and smartwatch application for environmental quality satisfaction and physiological data collection
Federico Tartarini, Mario Frei, Stefano Schiavon +2
Collecting feedback from people in indoor and outdoor environments is traditionally challenging and complex in a reliable, longitudinal, and non-intrusive way. This paper introduce…
Cohort comfort models -- Using occupants' similarity to predict personal thermal preference with less data
Matias Quintana, Stefano Schiavon, Federico Tartarini +2
We introduce Cohort Comfort Models, a new framework for predicting how new occupants would perceive their thermal environment. Cohort Comfort Models leverage historical data collec…