Non-intrusive interpretation of human thermal comfort through analysis of facial infrared thermography

D Li, CC Menassa, VR Kamat - Energy and Buildings, 2018 - Elsevier
Understanding occupants' thermal sensation and comfort is essential to defining the
operational settings for Heating, Ventilation and Air Conditioning (HVAC) systems in …

Robust non-intrusive interpretation of occupant thermal comfort in built environments with low-cost networked thermal cameras

D Li, CC Menassa, VR Kamat - Applied energy, 2019 - Elsevier
About 40% of the energy produced globally is consumed within buildings, primarily for
providing occupants with comfortable work and living spaces. However, despite the …

Infrared thermography of human face for monitoring thermoregulation performance and estimating personal thermal comfort

A Ghahramani, G Castro, B Becerik-Gerber… - Building and …, 2016 - Elsevier
The common practice of defining operational settings for Heating, Ventilation and Air
Conditioning (HVAC) systems in buildings is to use fixed set points, which assume …

Smart detection of indoor occupant thermal state via infrared thermography, computer vision, and machine learning

Y He, H Zhang, E Arens, A Merritt, C Huizenga… - Building and …, 2023 - Elsevier
The ability to measure occupants' thermal state in real time will enable major advances in
the control of air conditioning systems. This study proposes predicting occupant thermal …

Development of facial-skin temperature driven thermal comfort and sensation modeling for a futuristic application

M Jia, JH Choi, H Liu, G Susman - Building and Environment, 2022 - Elsevier
The human body is governed by the physiological thermoregulation principle of balancing
the heat flux between the body itself and the ambient thermal environment. A number of data …

Thermal comfort modeling in transient conditions using real-time local body temperature extraction with a thermographic camera

AC Cosma, R Simha - Building and Environment, 2018 - Elsevier
This work evaluated the use of thermographic cameras as a non-invasive method to
automatically model human thermal comfort in transient conditions, using data from 30 …

Non-invasive infrared thermography technology for thermal comfort: A review

P Zheng, Y Liu, H Wu, H Wang - Building and Environment, 2023 - Elsevier
Non-invasive infrared thermography (IRT) technology has emerged as a promising tool for
real-time prediction of thermal comfort and offers a novel approach for controlling heating …

Real-time and contactless measurements of thermal discomfort based on human poses for energy efficient control of buildings

B Yang, X Cheng, D Dai, T Olofsson, H Li… - Building and …, 2019 - Elsevier
Individual thermal discomfort perception gives important feedback signals for energy
efficient control of building heating, ventilation and air conditioning systems. However, there …

Skin temperature extraction using facial landmark detection and thermal imaging for comfort assessment

A Aryal, B Becerik-Gerber - Proceedings of the 6th ACM International …, 2019 - dl.acm.org
Despite the large share of energy consumption, current HVAC systems in buildings fail to
meet their primary purpose of maintaining comfortable indoor conditions. Current" one size …

Real-time monitoring of occupants' thermal comfort through infrared imaging: A preliminary study

B Pavlin, G Pernigotto, F Cappelletti, P Bison, R Vidoni… - Buildings, 2017 - mdpi.com
Thermally comfortable indoor environments are of great importance, as modern lifestyles
often require people to spend more than 20 h per day indoors. Since most of the thermal …