State-of-the-art, challenges and new perspectives of thermal comfort demand law for on-demand intelligent control of heating, ventilation, and air conditioning systems
The indoor thermal environment in buildings, industry, and other fields greatly affects human
thermal comfort, productivity, energy consumption, and even health. The heating, ventilation …
thermal comfort, productivity, energy consumption, and even health. The heating, ventilation …
[HTML][HTML] Human physiology for personal thermal comfort-based HVAC control–A review
Standardized methods for thermal comfort assessment already exist, namely the predicted
mean vote (PMV) and the adaptive comfort model, both valid for groups of people. To …
mean vote (PMV) and the adaptive comfort model, both valid for groups of people. To …
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 …
Evaluation of individual thermal sensation at raised indoor temperatures based on skin temperature
W Liu, X Tian, D Yang, Y Deng - Building and Environment, 2021 - Elsevier
In this study, we further investigate whether skin temperature can also assess individual
thermal sensation as an effective physiological index while previous studies did not draw …
thermal sensation as an effective physiological index while previous studies did not draw …
Individual thermal comfort prediction using classification tree model based on physiological parameters and thermal history in winter
Individual thermal comfort models based on physiological parameters could improve the
efficiency of the personal thermal comfort control system. However, the effect of thermal …
efficiency of the personal thermal comfort control system. However, the effect of thermal …
Performances of machine learning algorithms for individual thermal comfort prediction based on data from professional and practical settings
Individual thermal comfort prediction models based on real-time monitoring parameters
could improve the efficiency of personal air conditioning systems. However, there is a …
could improve the efficiency of personal air conditioning systems. However, there is a …
A local thermal sensation model suitable for thermal comfort evaluation of sensitive body segments
Z He, X Zhao, Y Yin, X Chen - Sustainable Cities and Society, 2023 - Elsevier
Nowadays, an indoor environment is created by heating, ventilation, air-conditioning, and
cooling (HVAC) systems that meet the cooling needs of occupants in summer, however …
cooling (HVAC) systems that meet the cooling needs of occupants in summer, however …
Physiological sensing of personal thermal comfort with wearable devices in fan-assisted cooling environments in the tropics
Thermal comfort prediction with physiological parameters has been getting increasing
attention due to the advances in wearable sensing technology. Previous studies in chamber …
attention due to the advances in wearable sensing technology. Previous studies in chamber …
Thermal and visual comforts of occupants for a naturally ventilated educational building in low-income economies: A machine learning approach
Thermal and visual comfort (TVC) significantly impact the health and productivity of
occupants as well as the indoor environmental quality in educational buildings. Machine …
occupants as well as the indoor environmental quality in educational buildings. Machine …
Local body skin temperature-driven thermal sensation predictive model for the occupant's optimum productivity
This study aims to understand the comprehensive relationship between indoor temperature,
physiological signals, thermal sensation, and cognitive performance and estimate thermal …
physiological signals, thermal sensation, and cognitive performance and estimate thermal …