Search Results for author: Federico Tartarini

Found 1 papers, 1 papers with code

Cohort comfort models -- Using occupants' similarity to predict personal thermal preference with less data

1 code implementation5 Aug 2022 Matias Quintana, Stefano Schiavon, Federico Tartarini, Joyce Kim, Clayton Miller

On the other hand, for half and one third of each dataset occupant population, using Cohort Comfort Models, with less historical data from target occupants, Cohort Comfort Models increased their thermal preference prediction by 8~\% and 5~\% on average, and up to 36~\% and 46~\% for some occupants, when compared to general-purpose models trained on the whole population of occupants.

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