[HTML][HTML] A critical review of occupant energy consumption behavior in buildings: How we got here, where we are, and where we are headed

X Xu, H Yu, Q Sun, VWY Tam - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior has been widely considered as one of the key influencing factors on
building energy consumption. The complexity of its formation mechanism and the dynamic …

Modeling occupant behavior in buildings

S Carlucci, M De Simone, SK Firth, MB Kjærgaard… - Building and …, 2020 - Elsevier
In the last four decades several methods have been used to model occupants' presence and
actions (OPA) in buildings according to different purposes, available computational power …

Modeling energy-efficient building loads using machine-learning algorithms for the design phase

FE Sapnken, MM Hamed, B Soldo, JG Tamba - Energy and Buildings, 2023 - Elsevier
Very little work has been done on the feasibility of Machine Learning (ML) for predicting
buildings energy demand right at the design stage. This feasibility, if proven, would help to …

Combined multi-objective optimization and agent-based modeling for a 100% renewable island energy system considering power-to-gas technology and extreme …

L Li, J Wang, X Zhong, J Lin, N Wu, Z Zhang, C Meng… - Applied Energy, 2022 - Elsevier
Islands are constrained by geographical conditions in terms of energy delivery. Due to weak
connections with the mainland and the power grid, the diversity of island energy demand …

Influence of interior layouts on occupant energy-saving behaviour in buildings: An integrated approach using Agent-Based Modelling, System Dynamics and Building …

MN Uddin, HL Chi, HH Wei, M Lee, M Ni - Renewable and Sustainable …, 2022 - Elsevier
Interior layouts of a building may influence the presence and movement of occupants, which
can lead them to participate in a certain activity, energy-saving behaviour for instance, which …

A critical review on occupant behaviour modelling for building performance simulation of naturally ventilated school buildings and potential changes due to the COVID …

PB Franceschini, LO Neves - Energy and Buildings, 2022 - Elsevier
Occupant behaviour (OB) is one of the main causes of the energy performance gap between
buildings' performance prediction versus reality, since, due to its uncertainty and …

Ten questions concerning agent-based modeling of occupant behavior for energy and environmental performance of buildings

J Malik, A Mahdavi, E Azar, HC Putra, C Berger… - Building and …, 2022 - Elsevier
The complexity of occupant behavior is one of the major contributors to uncertainty in
building performance simulation. Agent-based modeling (ABM), a computational simulation …

A framework for investigating the acceptance of smart home technologies: Findings for residential smart HVAC systems

AN Tak, B Becerik-Gerber, L Soibelman… - Building and …, 2023 - Elsevier
We developed a framework to investigate the drivers for and barriers against adopting
integrated smart home technologies to encourage broader adoption of these technologies …

Influence of occupant behavior for building energy conservation: a systematic review study of diverse modeling and simulation approach

MN Uddin, HH Wei, HL Chi, M Ni - Buildings, 2021 - mdpi.com
Energy consumption in buildings depends on several physical factors, including its physical
characteristics, various building services systems/appliances used, and the outdoor …

The impact of socio-demographic factors on occupants' thermal comfort and sensation: An integrated approach using statistical analysis and agent-based modeling

MN Uddin, M Lee, M Ni - Building and Environment, 2023 - Elsevier
The thermal comfort and thermal sensation of occupants can significantly impact the overall
performance of the building. However, very little is known about how occupants perceive or …