[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 …

Review of multi‐domain approaches to indoor environmental perception and behaviour

M Schweiker, E Ampatzi, MS Andargie… - Building and …, 2020 - Elsevier
Building occupants are continuously exposed to multiple indoor environmental stimuli,
including thermal, visual, acoustic, and air quality related factors. Moreover, personal and …

The interaction between humans and buildings for energy efficiency: A critical review

T Harputlugil, P de Wilde - Energy Research & Social Science, 2021 - Elsevier
Buildings consume energy for different purposes. One core function is to provide healthy
and comfortable living conditions for the humans that inhabit these buildings. The …

The impacts of occupant behavior on building energy consumption: A review

S Chen, G Zhang, X Xia, Y Chen, S Setunge… - … Energy Technologies and …, 2021 - Elsevier
Three main categories of occupant behaviors were summarized for building through this
literature review, including the occupancy, interactions and behavioral efficiency. The results …

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 …

A review of studies applying machine learning models to predict occupancy and window-opening behaviours in smart buildings

X Dai, J Liu, X Zhang - Energy and Buildings, 2020 - Elsevier
This study carries out a literature review on studies using machine learning (ML) models to
predict occupancy and window-opening behaviour and their application in smart buildings …

A review of select human-building interfaces and their relationship to human behavior, energy use and occupant comfort

JK Day, C McIlvennie, C Brackley, M Tarantini… - Building and …, 2020 - Elsevier
In recent years, research has emerged to quantitatively and qualitatively understand
occupants' interactions with buildings. However, there has been surprisingly little research …

Transition towards carbon neutrality: Forecasting Hong Kong's buildings carbon footprint by 2050 using a machine learning approach

H Dong, L Zhang - Sustainable Production and Consumption, 2023 - Elsevier
Hong Kong has planned to achieve zero-carbon emissions before 2050. Hong Kong's
building sector is responsible for approximately 60% of carbon emissions, while its …

A deep learning approach towards the detection and recognition of opening of windows for effective management of building ventilation heat losses and reducing …

PW Tien, S Wei, T Liu, J Calautit, J Darkwa, C Wood - Renewable Energy, 2021 - Elsevier
Building ventilation accounts for up to 30% of the heat loss in commercial buildings and 25%
in industrial buildings. To effectively aid the reduction of energy consumption in the building …

Comparative analysis on predictability of natural ventilation rate based on machine learning algorithms

H Park, DY Park - Building and Environment, 2021 - Elsevier
The demand for efficient natural ventilation (NV) systems has increased for the development
of sustainable buildings. However, the uncertainty of NV remains a challenging issue for …