Related references
Note: Only part of the references are listed.The impact of personal preference-based thermal control on energy use and thermal comfort: Field implementation
Hejia Zhang et al.
ENERGY AND BUILDINGS (2023)
Smart detection of indoor occupant thermal state via infrared thermography, computer vision, and machine learning
Yingdong He et al.
BUILDING AND ENVIRONMENT (2023)
Heating setpoint recommendation strategy for thermal comfort and energy consumption optimization
Rodrigo Almeida et al.
ENERGY AND BUILDINGS (2023)
Development of facial-skin temperature driven thermal comfort and sensation modeling for a futuristic application
Mengqi Jia et al.
BUILDING AND ENVIRONMENT (2022)
Addressing data inadequacy challenges in personal comfort models by combining pretrained comfort models
Tianyu Zhang et al.
ENERGY AND BUILDINGS (2022)
Joint face detection and Facial Landmark Localization using graph match and pseudo label
Zhiqun Pan et al.
SIGNAL PROCESSING-IMAGE COMMUNICATION (2022)
Charlotte-ThermalFace: A Fully Annotated Thermal Infrared Face Dataset with Various Environmental Conditions and Distances
Roshanak Ashrafi et al.
INFRARED PHYSICS & TECHNOLOGY (2022)
Energy-efficient personalized thermal comfort control in office buildings based on multi-agent deep reinforcement learning
Liang Yu et al.
BUILDING AND ENVIRONMENT (2022)
Geometry-attentive relational reasoning for robust facial landmark detection
Zongyong Deng et al.
NEUROCOMPUTING (2021)
Machine learning driven personal comfort prediction by wearable sensing of pulse rate and skin temperature
Tanaya Chaudhuri et al.
BUILDING AND ENVIRONMENT (2020)
Comparing machine learning algorithms in predicting thermal sensation using ASHRAE Comfort Database II
Maohui Luo et al.
ENERGY AND BUILDINGS (2020)
Evaluation of comfort in subway stations via electroencephalography measurements in field experiments
Yongmin Kim et al.
BUILDING AND ENVIRONMENT (2020)
A machine learning approach to predict outdoor thermal comfort using local skin temperatures
Kuixing Liu et al.
SUSTAINABLE CITIES AND SOCIETY (2020)
A Novel Facial Thermal Feature Extraction Method for Non-Contact Healthcare System
Zhi-Hao Wang et al.
IEEE ACCESS (2020)
Analysis of the accuracy on PMV - PPD model using the ASHRAE Global Thermal Comfort Database II
Toby Cheung et al.
BUILDING AND ENVIRONMENT (2019)
Progress in thermal comfort studies in classrooms over last 50 years and way forward
Manoj Kumar Singh et al.
ENERGY AND BUILDINGS (2019)
Comparative assessment of HVAC control strategies using personal thermal comfort and sensitivity models
Wooyoung Jung et al.
BUILDING AND ENVIRONMENT (2019)
Energy consumption, indoor thermal comfort and air quality in a commercial office with retrofitted heat, ventilation and air conditioning (HVAC) system
Wen Wei Che et al.
ENERGY AND BUILDINGS (2019)
Predicting older people's thermal sensation in building environment through a machine learning approach: Modelling, interpretation, and application
Zi Wang et al.
BUILDING AND ENVIRONMENT (2019)
A comparative study of predicting individual thermal sensation and satisfaction using wrist-worn temperature sensor, thermal camera and ambient temperature sensor
Ashrant Aryal et al.
BUILDING AND ENVIRONMENT (2019)
Personal thermal comfort models with wearable sensors
Shichao Liu et al.
BUILDING AND ENVIRONMENT (2019)
Indoor thermal environment optimal control for thermal comfort and energy saving based on online monitoring of thermal sensation
Wei Li et al.
ENERGY AND BUILDINGS (2019)
NIDL: A pilot study of contactless measurement of skin temperature for intelligent building
Xiaogang Cheng et al.
ENERGY AND BUILDINGS (2019)
Robust non-intrusive interpretation of occupant thermal comfort in built environments with low-cost networked thermal cameras
Da Li et al.
APPLIED ENERGY (2019)
Branched convolutional neural networks incorporated with Jacobian deep regression for facial landmark detection
Meilu Zhu et al.
NEURAL NETWORKS (2019)
Machine learning method for real-time non-invasive prediction of individual thermal preference in transient conditions
Andrei Claudiu Cosma et al.
BUILDING AND ENVIRONMENT (2019)
Towards unsupervised learning of thermal comfort using infrared thermography
Ali Ghahramani et al.
APPLIED ENERGY (2018)
Vision-based thermal comfort quantification for HVAC control
Wooyoung Jung et al.
BUILDING AND ENVIRONMENT (2018)
Thermal comfort modeling in transient conditions using real-time local body temperature extraction with a thermographic camera
Andrei Claudiu Cosma et al.
BUILDING AND ENVIRONMENT (2018)
Investigation on the Indoor Environment Quality of health care facilities in China
Yanchen Liu et al.
BUILDING AND ENVIRONMENT (2018)
Real-time human skin temperature analysis using thermal image recognition for thermal comfort assessment
Henning Metzmacher et al.
ENERGY AND BUILDINGS (2018)
Comprehensive analysis of the relationship between thermal comfort and building control research - A data-driven literature review
June Young Park et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
C. L. Philip Chen et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)
Non-intrusive interpretation of human thermal comfort through analysis of facial infrared thermography
Da Li et al.
ENERGY AND BUILDINGS (2018)
Energy consequences of Comfort-driven temperature setpoints in office buildings
Ashrant Aryal et al.
ENERGY AND BUILDINGS (2018)
A review of thermal comfort models and indicators for indoor environments
Diana Enescu
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2017)
Study of data-driven thermal sensation prediction model as a function of local body skin temperatures in a built environment
Joon-Ho Choi et al.
BUILDING AND ENVIRONMENT (2017)
Real-Time Monitoring of Occupants' Thermal Comfort through Infrared Imaging: A Preliminary Study
Boris Pavlin et al.
BUILDINGS (2017)
Energy savings from temperature setpoints and deadband: Quantifying the influence of building and system properties on savings
Ali Ghahramani et al.
APPLIED ENERGY (2016)
Infrared thermography of human face for monitoring thermoregulation performance and estimating personal thermal comfort
Ali Ghahramani et al.
BUILDING AND ENVIRONMENT (2016)
User-led decentralized thermal comfort driven HVAC operations for improved efficiency in office buildings
Farrokh Jazizadeh et al.
ENERGY AND BUILDINGS (2014)
A thermal preference scale for personalized comfort profile identification via participatory sensing
Farrokh Jazizadeh et al.
BUILDING AND ENVIRONMENT (2013)
Investigation of human body skin temperatures as a bio-signal to indicate overall thermal sensations
Joon-Ho Choi et al.
BUILDING AND ENVIRONMENT (2012)
Regional differences in temperature sensation and thermal comfort in humans
Mayumi Nakamura et al.
JOURNAL OF APPLIED PHYSIOLOGY (2008)
Mesial temporal lobe seizures may activate thermoregulatory mechanisms in humans: an infrared study of facial temperature
S Sunderam et al.
EPILEPSY & BEHAVIOR (2003)