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

Biometric Data as Real-Time Measure of Physiological Reactions to Environmental Stimuli in the Built Environment

(2021) Sandra G. L. Persiani et al.   Energies

Adaptive behavior and different thermal experiences of real people: A Bayesian neural network approach to thermal preference prediction and classification

(2021) Nan Ma et al.   BUILDING AND ENVIRONMENT

Experimental investigation about effect of emotion state on people's thermal comfort

(2020) Haiying Wang et al.   ENERGY AND BUILDINGS

Using electroencephalogram to continuously discriminate feelings of personal thermal comfort between uncomfortably hot and comfortable environments

(2020) Meng Wu et al.   INDOOR AIR

A review of select human-building interfaces and their relationship to human behavior, energy use and occupant comfort

(2020) Julia K. Day et al.   BUILDING AND ENVIRONMENT

Effects of phased sleeping thermal environment regulation on human thermal comfort and sleep quality

(2020) Cong Song et al.   BUILDING AND ENVIRONMENT

Assessing occupants’ personal attributes in relation to human perception of environmental comfort: Measurement procedure and data analysis

(2020) Ilaria Pigliautile et al.   BUILDING AND ENVIRONMENT

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

Supervised machine learning of thermal comfort under different indoor temperatures using EEG measurements

(2020) Xin Shan et al.   ENERGY AND BUILDINGS

Validity of the Empatica E4 Wristband to Measure Heart Rate Variability (HRV) Parameters: a Comparison to Electrocardiography (ECG)

(2020) Angela A. T. Schuurmans et al.   JOURNAL OF MEDICAL SYSTEMS

Necessary Conditions for Multi-Domain Indoor Environmental Quality Standards

(2020) Ardeshir Mahdavi et al.   Sustainability

The Study of Facial Muscle Movements for Non-Invasive Thermal Discomfort Detection via Bio-Sensing Technology. Part I: Development of the Experimental Design and Description of the Collected Data

(2020) Alla Marchenko et al.   Applied Sciences-Basel

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

Measuring the right factors: A review of variables and models for thermal comfort and indoor air quality

(2020) Nan Ma et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An Investigation of the Effects of Changes in the Indoor Ambient Temperature on Arousal Level, Thermal Comfort, and Physiological Indices

(2019) Jongseong Gwak et al.   Applied Sciences-Basel

Perceptual and physiological responses of elderly subjects to moderate temperatures

(2019) Jing Xiong et al.   BUILDING AND ENVIRONMENT

Investigating the effect of indoor thermal environment on occupants’ mental workload and task performance using electroencephalogram

(2019) Xi Wang et al.   BUILDING AND ENVIRONMENT

Changes in EEG signals during the cognitive activity at varying air temperature and relative humidity

(2019) Minghui Zhu et al.   Journal of Exposure Science and Environmental Epidemiology

Deep ECG-Respiration Network (DeepER Net) for Recognizing Mental Stress

(2019) Wonju Seo et al.   SENSORS

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

Personal thermal comfort models with wearable sensors

(2019) Shichao Liu et al.   BUILDING AND ENVIRONMENT

Wearable-Based Affect Recognition—A Review

(2019) Philip Schmidt et al.   SENSORS

Detecting Moments of Stress from Measurements of Wearable Physiological Sensors

(2019) Kalliopi Kyriakou et al.   SENSORS

An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data

(2019) Jungryul Seo et al.   SENSORS

Towards unsupervised learning of thermal comfort using infrared thermography

(2018) Ali Ghahramani et al.   APPLIED ENERGY

Human-building interaction under various indoor temperatures through neural-signal electroencephalogram (EEG) methods

(2018) Xin Shan et al.   BUILDING AND ENVIRONMENT

Human metabolic rate and thermal comfort in buildings: The problem and challenge

(2018) Maohui Luo et al.   BUILDING AND ENVIRONMENT

Experimental testing of a system for the energy-efficient sub-zonal heating management in indoor environments based on PMV

(2018) L. Zampetti et al.   ENERGY AND BUILDINGS

Random forest based thermal comfort prediction from gender-specific physiological parameters using wearable sensing technology

(2018) Tanaya Chaudhuri et al.   ENERGY AND BUILDINGS

Research on Electroencephalogram (EEG) to measure Thermal Pleasure in Thermal Alliesthesia in Temperature Step-change Environment

(2018) Young Joo Son et al.   INDOOR AIR

Validity of Wearable Activity Monitors during Cycling and Resistance Exercise

(2018) BENJAMIN D. BOUDREAUX et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Experimental study on the human thermal comfort based on the heart rate variability (HRV) analysis under different environments

(2018) Hui Zhu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Integrated Method for Personal Thermal Comfort Assessment and Optimization through Users’ Feedback, IoT and Machine Learning: A Case Study †

(2018) Francesco Salamone et al.   SENSORS

Wearable Sweat Rate Sensors for Human Thermal Comfort Monitoring

(2018) Jai Kyoung Sim et al.   Scientific Reports

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

(2018) Da Li et al.   ENERGY AND BUILDINGS

Evaluation of the Human Thermal Comfort under Simulated Weightlessness: an Experimental Study Based on the Power Spectrum Analysis of the Heart Rate Variability

(2018) Hui Zhu et al.   MICROGRAVITY SCIENCE AND TECHNOLOGY

Physiological response to typical temperature step-changes in winter of China

(2017) Jing Xiong et al.   ENERGY AND BUILDINGS

Comparison of Medical and Consumer Wireless EEG Systems for Use in Clinical Trials

(2017) Elena Ratti et al.   Frontiers in Human Neuroscience

Choosing MUSE: Validation of a Low-Cost, Portable EEG System for ERP Research

(2017) Olave E. Krigolson et al.   Frontiers in Neuroscience

Heart rate variability as a predictive biomarker of thermal comfort

(2017) Kizito N. Nkurikiyeyezu et al.   Journal of Ambient Intelligence and Humanized Computing

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

(2016) Ali Ghahramani et al.   BUILDING AND ENVIRONMENT

Validation of heart rate monitor Polar RS800 for heart rate variability analysis during exercise

(2016) David Hernando et al.   JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

Estimation of Thermal Sensation Based on Wrist Skin Temperatures

(2016) Soo Sim et al.   SENSORS

Comparative Analysis of the Equivital EQ02 Lifemonitor with Holter Ambulatory ECG Device for Continuous Measurement of ECG, Heart Rate, and Heart Rate Variability: A Validation Study for Precision and Accuracy

(2016) Abimbola A. Akintola et al.   Frontiers in Physiology

Consumer grade EEG devices: are they usable for control tasks?

(2016) Rytis Maskeliunas et al.   PeerJ

Measurement of occupants' stress based on electroencephalograms (EEG) in twelve combined environments

(2015) Yoorim Choi et al.   BUILDING AND ENVIRONMENT

Determination of the maximum rate of eccrine sweat glands’ ion reabsorption using the galvanic skin conductance to local sweat rate relationship

(2015) Tatsuro Amano et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Relationship between Physical Activity and the Very Low-Frequency Component of Heart Rate Variability after Stroke

(2015) Harunobu Usui et al.   Journal of Stroke & Cerebrovascular Diseases

Relationship between Physical Activity and the Very Low-Frequency Component of Heart Rate Variability after Stroke

(2015) Harunobu Usui et al.   Journal of Stroke & Cerebrovascular Diseases

Perception of the thermal environment in sports facilities through subjective approach

(2014) Gian Marco Revel et al.   BUILDING AND ENVIRONMENT

Validity of the ithleteTM Smart Phone Application for Determining Ultra-Short-Term Heart Rate Variability

(2014) Andrew A. Flatt et al.   Journal of Human Kinetics

Measuring overall thermal comfort to balance energy use in sports facilities

(2014) G.M. Revel et al.   MEASUREMENT

Influence of thermophysiology on thermal behavior: the essentials of categorization

(2014) Christel M.C. Jacquot et al.   PHYSIOLOGY & BEHAVIOR

Prediction of whole-body thermal sensation in the non-steady state based on skin temperature

(2013) Satoru Takada et al.   BUILDING AND ENVIRONMENT

A comparison of galvanic skin conductance and skin wettedness as indicators of thermal discomfort during moderate and high metabolic rates

(2013) Nicola Gerrett et al.   JOURNAL OF THERMAL BIOLOGY

Investigation of human body skin temperatures as a bio-signal to indicate overall thermal sensations

(2012) Joon-Ho Choi et al.   BUILDING AND ENVIRONMENT

How accurate is pulse rate variability as an estimate of heart rate variability?

(2012) Axel Schäfer et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

A review of alpha activity in integrative brain function: Fundamental physiology, sensory coding, cognition and pathology

(2012) Erol Başar   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

How about taking a low-cost, small, and wireless EEG for a walk?

(2012) Stefan Debener et al.   PSYCHOPHYSIOLOGY

A method to weight three categories of adaptive thermal comfort

(2011) Jing Liu et al.   ENERGY AND BUILDINGS

Origin of Heart Rate Variability and Turbulence: An Appraisal of Autonomic Modulation of Cardiovascular Function

(2011) Federico Lombardi et al.   Frontiers in Physiology

The effects of air temperature on office workers’ well-being, workload and productivity-evaluated with subjective ratings

(2010) Li Lan et al.   APPLIED ERGONOMICS

A Wearable Sensor for Measuring Sweat Rate

(2010) Pietro Salvo et al.   IEEE SENSORS JOURNAL

Single-trial analysis and classification of ERP components — A tutorial

(2010) Benjamin Blankertz et al.   NEUROIMAGE

Thermal comfort: A review paper

(2010) Noël Djongyang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A theoretical adaptive model of thermal comfort – Adaptive Predicted Mean Vote (aPMV)

(2009) Runming Yao et al.   BUILDING AND ENVIRONMENT

Changes in internal temperatures within the built environment as a response to a changing climate

(2009) David Coley et al.   BUILDING AND ENVIRONMENT

A simple and valid method to determine thermoregulatory sweating threshold and sensitivity

(2009) Samuel N. Cheuvront et al.   JOURNAL OF APPLIED PHYSIOLOGY

The Rewarding Aspects of Music Listening Are Related to Degree of Emotional Arousal

(2009) Valorie N. Salimpoor et al.   PLoS One

Performance Study of the Wearable One-Lead Wireless Electrocardiographic Monitoring System

(2009) Sungyoup Hong et al.   Telemedicine and e-Health

Heart rate variability at different thermal comfort levels

(2008) Weiwei Liu et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Heart rate variation and electroencephalograph - the potential physiological factors for thermal comfort study

(2008) Y. Yao et al.   INDOOR AIR

A study on the thermal comfort in sleeping environments in the subtropics—Developing a thermal comfort model for sleeping environments

(2007) Zhongping Lin et al.   BUILDING AND ENVIRONMENT

Experimental study on physiological responses and thermal comfort under various ambient temperatures

(2007) Ye Yao et al.   PHYSIOLOGY & BEHAVIOR