Comparison among different modeling approaches for personalized thermal comfort prediction when using personal comfort systems

Data-driven personal thermal comfort prediction: A literature review

(2022) Yanxiao Feng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2022) Yeyu Wu et al.   Journal of Building Engineering

Non-intrusive comfort sensing: Detecting age and gender from infrared images for personal thermal comfort

(2022) Peixian Li et al.   BUILDING AND ENVIRONMENT

Action-based personalized dynamic thermal demand prediction with video cameras

(2022) Min Xu et al.   BUILDING AND ENVIRONMENT

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

Smart monitoring technologies for personal thermal comfort: A review

(2021) Ana Čulić et al.   Journal of Cleaner Production

Thermal comfort modelling of older people living in care homes: An evaluation of heat balance, adaptive comfort, and thermographic methods

(2021) Choo yoon Yi et al.   BUILDING AND ENVIRONMENT

Investigation of indoor environment quality and factors affecting human comfort: A critical review

(2021) Ghogare Abhijeet Ganesh et al.   BUILDING AND ENVIRONMENT

A systematic review of personal thermal comfort models

(2021) Larissa Arakawa Martins et al.   BUILDING AND ENVIRONMENT

Thermal comfort and energy performance of personal comfort systems (PCS): A systematic review and meta-analysis

(2021) Wenfang Song et al.   ENERGY AND BUILDINGS

Application of machine learning in thermal comfort studies: A review of methods, performance and challenges

(2021) Zahra Qavidel Fard et al.   ENERGY AND BUILDINGS

Measuring human physiological indices for thermal comfort assessment through wearable devices: A review

(2021) Silvia Angela Mansi et al.   MEASUREMENT

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

(2020) Maohui Luo et al.   ENERGY AND BUILDINGS

Assessment of a Real-Time Prediction Method for High Clothing Thermal Insulation Using a Thermoregulation Model and an Infrared Camera

(2020) Kyungsoo Lee et al.   Atmosphere

Personal comfort systems: A review on comfort, energy, and economics

(2020) Rajan Rawal et al.   ENERGY AND BUILDINGS

Study on the local and overall thermal perceptions under nonuniform thermal exposure using a cooling chair

(2020) Hecheng Yang et al.   BUILDING AND ENVIRONMENT

Review of multi‐domain approaches to indoor environmental perception and behaviour

(2020) Marcel Schweiker et al.   BUILDING AND ENVIRONMENT

User-centered environmental control: a review of current findings on personal conditioning systems and personal comfort models

(2020) Maíra André et al.   ENERGY AND BUILDINGS

Human comfort modelling for elderly people by infrared thermography: Evaluating the thermoregulation system responses in an indoor environment during winter

(2020) Blanca Tejedor et al.   BUILDING AND ENVIRONMENT

The effect of constitutive pigmentation on the measured emissivity of human skin

(2020) Matthew Charlton et al.   PLoS One

Regional differences in facial skin blood flow responses to thermal stimulation

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

Analysis of the accuracy on PMV – PPD model using the ASHRAE Global Thermal Comfort Database II

(2019) Toby Cheung et al.   BUILDING AND ENVIRONMENT

Using the contrast within a single face heat map to assess personal thermal comfort

(2019) Andrei Claudiu Cosma 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

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

Towards unsupervised learning of thermal comfort using infrared thermography

(2018) Ali Ghahramani et al.   APPLIED ENERGY

Personal comfort models – A new paradigm in thermal comfort for occupant-centric environmental control

(2018) Joyce Kim et al.   BUILDING AND ENVIRONMENT

Development of the ASHRAE Global Thermal Comfort Database II

(2018) Veronika Földváry Ličina et al.   BUILDING AND ENVIRONMENT

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

(2018) Joyce Kim et al.   BUILDING AND ENVIRONMENT

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

(2018) Andrei Claudiu Cosma et al.   BUILDING AND ENVIRONMENT

Individual difference in thermal comfort: A literature review

(2018) Zhe Wang et al.   BUILDING AND ENVIRONMENT

Real-time human skin temperature analysis using thermal image recognition for thermal comfort assessment

(2018) Henning Metzmacher et al.   ENERGY AND BUILDINGS

Advanced personal comfort system (APCS) for the workplace: A review and case study

(2018) Sally Shahzad et al.   ENERGY AND BUILDINGS

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

(2018) Da Li et al.   ENERGY AND BUILDINGS

Machine learning method for real-time non-invasive prediction of individual thermal preference in transient conditions

(2018) Andrei Claudiu Cosma et al.   BUILDING AND ENVIRONMENT

Learning desk fan usage preferences for personalised thermal comfort in shared offices using tree-based methods

(2018) Sindhu S. Shetty et al.   BUILDING AND ENVIRONMENT

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

(2016) Ali Ghahramani et al.   BUILDING AND ENVIRONMENT

Occupant productivity and office indoor environment quality: A review of the literature

(2016) Yousef Al Horr et al.   BUILDING AND ENVIRONMENT

Extending air temperature setpoints: Simulated energy savings and design considerations for new and retrofit buildings

(2015) Tyler Hoyt et al.   BUILDING AND ENVIRONMENT

A review of the corrective power of personal comfort systems in non-neutral ambient environments

(2015) Hui Zhang et al.   BUILDING AND ENVIRONMENT

Energy-efficient comfort with a heated/cooled chair: Results from human subject tests

(2015) Wilmer Pasut et al.   BUILDING AND ENVIRONMENT

Using footwarmers in offices for thermal comfort and energy savings

(2015) Hui Zhang et al.   ENERGY AND BUILDINGS

Dynamic thermal environment and thermal comfort

(2015) Y. Zhu et al.   INDOOR AIR

Human response to local convective and radiant cooling in a warm environment

(2013) Arsen K. Melikov et al.   HVAC&R RESEARCH

Effects of heated seat and foot heater on thermal comfort and heater energy consumption in vehicle

(2011) Hajime Oi et al.   ERGONOMICS

Are ‘class A’ temperature requirements realistic or desirable?

(2009) Edward Arens et al.   BUILDING AND ENVIRONMENT

Comfort, perceived air quality, and work performance in a low-power task–ambient conditioning system

(2009) Hui Zhang et al.   BUILDING AND ENVIRONMENT

Thermal evaluation of a chair with fans as an individually controlled system

(2008) Shinichi Watanabe et al.   BUILDING AND ENVIRONMENT

Regional differences in temperature sensation and thermal comfort in humans

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