[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 …

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 …

Breast cancer diagnosis with transfer learning and global pooling

SH Kassani, PH Kassani… - … on Information and …, 2019 - ieeexplore.ieee.org
Breast cancer is one of the most common causes of cancer-related death in women
worldwide. Early and accurate diagnosis of breast cancer may significantly increase the …

Occupant presence and behavior: A major issue for building energy performance simulation and assessment

Y Laaroussi, M Bahrar, M El Mankibi, A Draoui… - Sustainable Cities and …, 2020 - Elsevier
The building sector in the world is responsible for nearly 36% of the final energy
consumption and nearly 40% of total direct and indirect CO 2 emissions. Reducing buildings …

[HTML][HTML] Occupants' behavioural diversity regarding the indoor environment in social housing. Case study in Northern Spain

S Perez-Bezos, O Guerra-Santin, O Grijalba… - Journal of Building …, 2023 - Elsevier
Previous research has shown that differences in preferences, habits, and uses can exist in
buildings with similar characteristics, which can influence building performance, energy …

Problem of data imbalance in building energy load prediction: Concept, influence, and solution

C Zhang, J Li, Y Zhao, T Li, Q Chen, X Zhang, W Qiu - Applied Energy, 2021 - Elsevier
Building energy systems work under wide-scale operation conditions. The available data
from some conditions might be far less than the data from the other conditions seriously. This …

A review on hybrid physics and data-driven modeling methods applied in air source heat pump systems for energy efficiency improvement

Y Guo, N Wang, S Shao, C Huang, Z Zhang, X Li… - … and Sustainable Energy …, 2024 - Elsevier
Purely data-driven modeling methods exhibit inherent “black box” characteristics when
applied to the air source heat pump (ASHP) systems for energy efficiency improvement …

An investigation using resampling techniques and explainable machine learning to minimize fire losses in residential buildings

Z Liu, Y Zhuang - Journal of Building Engineering, 2024 - Elsevier
Urban residential fires seriously threaten public safety, causing significant property damage
and severely impacting urban sustainability. To enhance the understanding of urban …

Operating behavior and corresponding performance of mechanical ventilation systems in Chinese residential buildings

L Zhao, J Liu - Building and Environment, 2020 - Elsevier
The purpose of this field study was to evaluate the ventilation practices of occupants, the
performance of ventilation systems and the indoor air quality in mechanically ventilated …

Modelling occupant behaviour in residential buildings: A systematic literature review.

A Mylonas, A Tsangrassoulis, J Pascual - Building and Environment, 2024 - Elsevier
This systematic literature review examines Occupant Behaviour (OB) modelling in
residential buildings, focusing on its role in narrowing the energy performance gap and …