[HTML][HTML] A review on occupancy prediction through machine learning for enhancing energy efficiency, air quality and thermal comfort in the built environment

W Zhang, Y Wu, JK Calautit - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
The occupants' presence, activities, and behaviour can significantly impact the building's
performance and energy efficiency. Currently, heating, ventilation, and air-conditioning …

Indoor thermal environment and human health: A systematic review

G Liu, H Chen, Y Yuan, C Song - Renewable and Sustainable Energy …, 2024 - Elsevier
Indoor thermal environment contributes to the comfort of occupants and even affects their
health and well-being. Recent years have witnessed emerging studies on the connection …

A systematic review of personal thermal comfort models

LA Martins, V Soebarto, T Williamson - Building and Environment, 2022 - Elsevier
Personal comfort models have shown to predict specific thermal comfort requirements more
accurately than aggregate models, increasing occupant acceptability and associated energy …

[HTML][HTML] Green buildings as a necessity for sustainable environment development: dilemmas and challenges

CC Bungau, T Bungau, IF Prada, MF Prada - Sustainability, 2022 - mdpi.com
Sustainable development encompasses numerous development goals and strategies, with
green buildings (GBs) being among the implementations of this concept. The development …

Ten questions concerning occupant-centric control and operations

Z Nagy, B Gunay, C Miller, J Hahn, MM Ouf… - Building and …, 2023 - Elsevier
Abstract Occupant-Centric Control and Operation (OCC) represents a transformative
approach to building management, integrating sensing of indoor environmental quality …

A systematic review of building energy sufficiency towards energy and climate targets

S Hu, X Zhou, D Yan, F Guo, T Hong, Y Jiang - Renewable and Sustainable …, 2023 - Elsevier
Among the sufficiency, efficiency, and renewable frameworks for reducing energy use and
energy-related carbon emissions, Building Energy Sufficiency (BES) is gaining attention …

Thermal comfort in hospital buildings–A literature review

F Yuan, R Yao, S Sadrizadeh, B Li, G Cao… - Journal of Building …, 2022 - Elsevier
Hospital buildings are required to secure a variety of indoor environments according to the
diverse requirements of patients and staff. Among these requirements, thermal comfort is an …

A comprehensive review of research on indoor cognitive performance using electroencephalogram technology

N Zhang, C Liu, J Li, K Hou, J Shi, W Gao - Building and Environment, 2024 - Elsevier
The electroencephalogram (EEG) has become a crucial tool for evaluating indoor cognitive
performance. This paper presents a comprehensive review of indoor cognitive performance …

A review of operating performance in green buildings: Energy use, indoor environmental quality and occupant satisfaction

Y Geng, W Ji, Z Wang, B Lin, Y Zhu - Energy and Buildings, 2019 - Elsevier
This paper aims to review the published researches on post-occupancy performance of
green buildings in terms of energy use, indoor environment quality (IEQ) and occupant …

A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings

Y Lei, S Zhan, E Ono, Y Peng, Z Zhang, T Hasama… - Applied Energy, 2022 - Elsevier
Reinforcement learning (RL) has been shown to have the potential for optimal control of
heating, ventilation, and air conditioning (HVAC) systems. Although research on RL-based …