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"Identification of environmental and contextual driving factors of air " by Bongchan Jeong, Jungsoo Kim et al.


Abstract
Air conditioning (A/C) is generally responsible for a significant proportion of total building energy consumption. However, occupants’ air conditioning usage patterns are often unrealisti-cally characterised in building energy performance simulation tools, which leads to a gap between simulated and actual energy use. The objective of this study was to develop a stochastic model for predicting occupant behaviour relating to A/C cooling and heating in residential buildings located in the Subtropical Sydney region of Australia. Multivariate logistic regression was used to estimate the probability of using A/C in living rooms and bedrooms, based on a range of physical environmental (outdoor and indoor) and contextual (season, day of week, and time of day) factors observed in 42 Sydney region houses across a two‐year monitoring period. The resulting models can be implemented in building energy performance simulation (BEPS) tools to more accurately predict indoor enviro ....

New South Wales , Subtropical Sydney , Air Conditioning , Uilding Energy Performance Simulation , Occupant Behaviour , Stochastic Modelling , புதியது தெற்கு வேல்ஸ் , அேக கண்டிஷனிங் ,