Application of machine learning in thermal comfort studies: A review of methods, performance and challenges
ZQ Fard, ZS Zomorodian, SS Korsavi - Energy and Buildings, 2022 - Elsevier
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 …
Investigation of indoor environment quality and factors affecting human comfort: A critical review
This article reviews the literature on the Indoor Environment Quality of a built environment.
Thermal comfort is a complex concern and the methods studied so far are only approximate …
Thermal comfort is a complex concern and the methods studied so far are only approximate …
Integrated assessment of urban overheating impacts on human life
Urban overheating, driven by global climate change and urban development, is a major
contemporary challenge that substantially impacts urban livability and sustainability …
contemporary challenge that substantially impacts urban livability and sustainability …
Physiological equivalent temperature-based and universal thermal climate index-based adaptive-rational outdoor thermal comfort models
S Zhang, X Zhang, D Niu, Z Fang, H Chang… - Building and …, 2023 - Elsevier
Outdoor thermal comfort models are predominant in guiding urban design and outdoor
space usage. Both the heat balance of the human body and thermal adaptations …
space usage. Both the heat balance of the human body and thermal adaptations …
Evaluation of the accuracy of PMV and its several revised models using the Chinese thermal comfort Database
The predicted mean vote (PMV) and its several revised models are widely used for the
prediction of thermal comfort. This study aims to assess their performances using the …
prediction of thermal comfort. This study aims to assess their performances using the …
A review on adaptive thermal comfort of office building for energy-saving building design
The thermal environment quality of office buildings has an important role because thermal
comfort is directly related to human productivity. Thermal comfort conditions are influenced …
comfort is directly related to human productivity. Thermal comfort conditions are influenced …
A literature review of cross ventilation in buildings
There is a growing body of literature that recognizes that natural ventilation plays a vital role
in indoor air quality, thermal comfort and building energy consumption. This paper …
in indoor air quality, thermal comfort and building energy consumption. This paper …
[HTML][HTML] Comparison of indoor air quality and thermal comfort standards and variations in exceedance for school buildings
Addressing indoor air quality (IAQ) and thermal comfort issues in school buildings is
challenging but relevant. Firstly, their primary occupants are more vulnerable than adults …
challenging but relevant. Firstly, their primary occupants are more vulnerable than adults …
A field investigation on adaptive thermal comfort in school buildings in the temperate climatic region of Nepal
A comfortable indoor environment is essential for students' health and academic
performance in schools. As no major concerns were raised on the thermal comfort of …
performance in schools. As no major concerns were raised on the thermal comfort of …
Comparison of models for predicting winter individual thermal comfort based on machine learning algorithms
Abstract Machine learning-based human thermal comfort prediction is becoming
increasingly popular as artificial intelligence (AI) technologies advance. Human skin …
increasingly popular as artificial intelligence (AI) technologies advance. Human skin …