2023 CCTA: What influences occupants’ behavior in residential buildings
Our paper
What influences occupants’ behavior in residential buildings: An experimental study on window operation in the KTH Live-In Lab, M. Farjadnia, A. Fontan, A. Russo, K. H. Johansson, and M. Molinari
has been been accepted for presentation and publication in the proceedings of the 7th IEEE Conference on Control Technology and Applications (CCTA), Bridgetown, Barbados, August 16-18, 2023.
Keywords: tenants’ behavior, environmental drivers, experimental study, Live-In Lab, smart homes, cyber-physical-human systems
Abstract: Window-opening and window-closing behaviors play an important role in indoor environmental conditions and therefore have an impact on building energy efficiency. On the other hand, the same environmental conditions drive occupants to interact with windows. Understanding this mutual relationship of interaction between occupants and the residential building is thus crucial to improve energy efficiency without disregarding occupants’ comfort. This paper investigates the influence of physical environmental variables (i.e., indoor and outside climate parameters) and categorical variables (i.e., time of the day) on occupants’ behavior patterns related to window operation, utilizing a multivariate logistic regression analysis. The data considered in this study are collected during winter months, when the effect on the energy consumption of the window operation is the highest, at a Swedish residential building, the KTH Live-In Lab, accommodating four occupants in separate studio apartments. Although all the occupants seem to share a sensitivity to some common factors, such as air quality and time of the day, we can also observe individual variability with respect to the most significant drivers influencing window operation behaviors.
Authors: Mahsa Farjadnia, Angela Fontan, Alessio Russo, Karl Henrik Johansson, and Marco Molinari