Recognition and prediction of individual thermal comfort requirement based on local skin temperature

Dynamic Predicted Mean Vote: An IoT-BIM integrated approach for indoor thermal comfort optimization

(2021) Hamza Zahid et al.   AUTOMATION IN CONSTRUCTION

BIM- and IoT-based virtual reality tool for real-time thermal comfort assessment in building enclosures

(2021) Mehrzad Shahinmoghadam et al.   BUILDING AND ENVIRONMENT

Data-driven thermal comfort model via support vector machine algorithms: Insights from ASHRAE RP-884 database

(2020) Xiang Zhou et al.   ENERGY AND BUILDINGS

Comparing machine learning algorithms in predicting thermal sensation using ASHRAE Comfort Database II

(2020) Maohui Luo et al.   ENERGY AND BUILDINGS

Machine learning algorithms applied to a prediction of personal overall thermal comfort using skin temperatures and occupants' heating behavior

(2020) Katarina Katić et al.   APPLIED ERGONOMICS

A machine learning approach to predict outdoor thermal comfort using local skin temperatures

(2020) Kuixing Liu et al.   Sustainable Cities and Society

Non-invasive (non-contact) measurements of human thermal physiology signals and thermal comfort/discomfort poses -A review

(2020) Bin Yang et al.   ENERGY AND BUILDINGS

Regional differences in facial skin blood flow responses to thermal stimulation

(2019) Akane Miyaji et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes

(2019) Zhe Wang et al.   BUILDING AND ENVIRONMENT

Thermal Comfort-Based Personalized Models with Non-Intrusive Sensing Technique in Office Buildings

(2019) Siliang Lu et al.   Applied Sciences-Basel

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

(2019) Bin Yang et al.   BUILDING AND ENVIRONMENT

Predicting older people's thermal sensation in building environment through a machine learning approach: Modelling, interpretation, and application

(2019) Zi Wang et al.   BUILDING AND ENVIRONMENT

A comparative study of predicting individual thermal sensation and satisfaction using wrist-worn temperature sensor, thermal camera and ambient temperature sensor

(2019) Ashrant Aryal et al.   BUILDING AND ENVIRONMENT

NIDL: A pilot study of contactless measurement of skin temperature for intelligent building

(2019) Xiaogang Cheng et al.   ENERGY AND BUILDINGS

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

(2019) Da Li et al.   APPLIED ENERGY

High-density thermal sensitivity maps of the human body

(2019) Maohui Luo et al.   BUILDING AND ENVIRONMENT

Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning

(2019) Zhe Wang et al.   Journal of Building Engineering

Towards unsupervised learning of thermal comfort using infrared thermography

(2018) Ali Ghahramani et al.   APPLIED ENERGY

Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning

(2018) Joyce Kim et al.   BUILDING AND ENVIRONMENT

Individual difference in thermal comfort: A literature review

(2018) Zhe Wang et al.   BUILDING AND ENVIRONMENT

Does a neutral thermal sensation determine thermal comfort?

(2018) Sally Shahzad et al.   Building Services Engineering Research & Technology

Artificial neural network models using thermal sensations and occupants’ behavior for predicting thermal comfort

(2018) Zhipeng Deng et al.   ENERGY AND BUILDINGS

Using an ensemble machine learning methodology-Bagging to predict occupants’ thermal comfort in buildings

(2018) Zhibin Wu et al.   ENERGY AND BUILDINGS

Comprehensive analysis of the relationship between thermal comfort and building control research - A data-driven literature review

(2018) June Young Park et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2018) Da Li et al.   ENERGY AND BUILDINGS

Experimental study of human thermal sensation estimation model in built environment based on the Takagi–Sugeno fuzzy model

(2018) Wei Li et al.   Building Simulation

Relation between dorsal and palmar hand skin temperatures during a cold stress test

(2017) K. Leijon-Sundqvist et al.   JOURNAL OF THERMAL BIOLOGY

Energy savings from temperature setpoints and deadband: Quantifying the influence of building and system properties on savings

(2016) Ali Ghahramani et al.   APPLIED ENERGY

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

(2016) Ali Ghahramani et al.   BUILDING AND ENVIRONMENT

An online learning approach for quantifying personalized thermal comfort via adaptive stochastic modeling

(2015) Ali Ghahramani et al.   BUILDING AND ENVIRONMENT

A knowledge based approach for selecting energy-aware and comfort-driven HVAC temperature set points

(2014) Ali Ghahramani et al.   ENERGY AND BUILDINGS

Feasibility analysis of using humidex as an indoor thermal comfort predictor

(2013) Rajib Rana et al.   ENERGY AND BUILDINGS

User-led decentralized thermal comfort driven HVAC operations for improved efficiency in office buildings

(2013) Farrokh Jazizadeh et al.   ENERGY AND BUILDINGS

Regional differences in facial skin blood flow responses to the cold pressor and static handgrip tests

(2012) Hideaki Kashima et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Effects of temperature steps on human skin physiology and thermal sensation response

(2011) Chen-Peng Chen et al.   BUILDING AND ENVIRONMENT

Evaluation of calculation methods of mean skin temperature for use in thermal comfort study

(2010) Weiwei Liu et al.   BUILDING AND ENVIRONMENT

Are ‘class A’ temperature requirements realistic or desirable?

(2009) Edward Arens et al.   BUILDING AND ENVIRONMENT

Regional differences in temperature sensation and thermal comfort in humans

(2008) Mayumi Nakamura et al.   JOURNAL OF APPLIED PHYSIOLOGY