[HTML][HTML] A review on occupancy prediction through machine learning for enhancing energy efficiency, air quality and thermal comfort in the built environment
The occupants' presence, activities, and behaviour can significantly impact the building's
performance and energy efficiency. Currently, heating, ventilation, and air-conditioning …
performance and energy efficiency. Currently, heating, ventilation, and air-conditioning …
Evolution and performance analysis of adaptive thermal comfort models–A comprehensive literature review
Thermal comfort is fundamental to indoor environmental design and operation as well as
indoor thermal environment evaluation. This paper has reviewed the historic evolution of …
indoor thermal environment evaluation. This paper has reviewed the historic evolution of …
Application of machine learning in thermal comfort studies: A review of methods, performance and challenges
This paper provides a systematic review on the application of Machine Learning (ML) in
thermal comfort studies to highlight the latest methods and findings and provide an agenda …
thermal comfort studies to highlight the latest methods and findings and provide an agenda …
Analysis of the accuracy on PMV–PPD model using the ASHRAE Global Thermal Comfort Database II
The predicted mean vote (PMV) and predicted percentage of dissatisfied (PPD) are the most
widely used thermal comfort indices. Yet, their performance remains a contested topic. The …
widely used thermal comfort indices. Yet, their performance remains a contested topic. The …
State-of-the-art on research and applications of machine learning in the building life cycle
Fueled by big data, powerful and affordable computing resources, and advanced algorithms,
machine learning has been explored and applied to buildings research for the past decades …
machine learning has been explored and applied to buildings research for the past decades …
[HTML][HTML] Thermal comfort models and their developments: A review
Q Zhao, Z Lian, D Lai - Energy and Built Environment, 2021 - Elsevier
In the past several years, thermal comfort, especially development and application of
thermal comfort model, has been a research focus of building environment. Since the 1970s …
thermal comfort model, has been a research focus of building environment. Since the 1970s …
Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation
Despite the fact that buildings are designed for occupants in principle, evidence suggests
buildings are often uncomfortable compared to the requirements of standards; difficult to …
buildings are often uncomfortable compared to the requirements of standards; difficult to …
Personal thermal comfort models with wearable sensors
A personal comfort model is an approach to thermal comfort modeling, for thermal
environmental design and control, that predicts an individual's thermal comfort response …
environmental design and control, that predicts an individual's thermal comfort response …
A comprehensive review of thermal comfort studies in urban open spaces
Urban open spaces provide various benefits to large populations in cities. Since thermally
comfortable urban open spaces improve the quality of urban living, an increasing number of …
comfortable urban open spaces improve the quality of urban living, an increasing number of …
Influence of indoor environmental quality on human health and productivity-A review
The main goal of this article is to review the state-of-the-art literature and establish a
connection between the factors that influence health and productivity in any given indoor …
connection between the factors that influence health and productivity in any given indoor …