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Understanding occupants' behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables. (arXiv:2105.06637v3 [cs.HC] UPDATED)
April 25, 2022, 1:11 a.m. | Nan Gao, Max Marschall, Jane Burry, Simon Watkins, Flora D. Salim
cs.LG updates on arXiv.org arxiv.org
We conducted a field study at a K-12 private school in the suburbs of
Melbourne, Australia. The data capture contained two elements: First, a 5-month
longitudinal field study In-Gauge using two outdoor weather stations, as well
as indoor weather stations in 17 classrooms and temperature sensors on the
vents of occupant-controlled room air-conditioners; these were collated into
individual datasets for each classroom at a 5-minute logging frequency,
including additional data on occupant presence. The dataset was used to derive
predictive …
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