Personal thermal comfort models based on physiological parameters measured by wearable sensors
S Liu - 2018 - escholarship.org
Existing HVAC systems involve little feedback from indoor occupants, resulting in
unnecessary cooling/heating waste and high percentage of discomfort. In addition, large …
unnecessary cooling/heating waste and high percentage of discomfort. In addition, large …
Personal thermal comfort models with wearable sensors
A personal comfort model is an approach to thermal comfort modeling, for thermal
environmental design and control, that predicts an individual's thermal comfort response …
environmental design and control, that predicts an individual's thermal comfort response …
A novel theoretical model for predicting the individuals' thermal sensations based on air temperature and biomarkers measured by wearable devices
Optimal control of indoor thermal environments based on real-time monitoring of occupants'
feeling of warmth (aka thermal sensation) is one of the effective strategies to improve …
feeling of warmth (aka thermal sensation) is one of the effective strategies to improve …
A systematic review of personal thermal comfort models
Personal comfort models have shown to predict specific thermal comfort requirements more
accurately than aggregate models, increasing occupant acceptability and associated energy …
accurately than aggregate models, increasing occupant acceptability and associated energy …
Random forest based thermal comfort prediction from gender-specific physiological parameters using wearable sensing technology
Prior knowledge of occupants' thermal comfort can facilitate informed control decision of
ambient thermal-conditioning in a building environment. This paper investigates the …
ambient thermal-conditioning in a building environment. This paper investigates the …
Personal comfort models based on a 6‐month experiment using environmental parameters and data from wearables
Personal thermal comfort models are a paradigm shift in predicting how building occupants
perceive their thermal environment. Previous work has critical limitations related to the …
perceive their thermal environment. Previous work has critical limitations related to the …
Towards non-intrusive and high accuracy prediction of personal thermal comfort using a few sensitive physiological parameters
C Shan, J Hu, J Wu, A Zhang, G Ding, LX Xu - Energy and Buildings, 2020 - Elsevier
The existing thermal comfort models that pursue high personal thermal comfort prediction
accuracy inevitably cause disturbances because they require data measured from multiple …
accuracy inevitably cause disturbances because they require data measured from multiple …
A comparative study of predicting individual thermal sensation and satisfaction using wrist-worn temperature sensor, thermal camera and ambient temperature sensor
A Aryal, B Becerik-Gerber - Building and Environment, 2019 - Elsevier
Recent advancements in Internet of Things and Machine Learning have opened the
possibility of deploying sensors at a large scale to monitor the environment and to model …
possibility of deploying sensors at a large scale to monitor the environment and to model …
Thermal comfort modeling when personalized comfort systems are in use: Comparison of sensing and learning methods
A Aryal, B Becerik-Gerber - Building and Environment, 2020 - Elsevier
Centralized HVAC systems are usually unable to cater to individual requirements when
multiple occupants are present in the same zone. Personalized Comfort Systems (PCS) …
multiple occupants are present in the same zone. Personalized Comfort Systems (PCS) …
Towards online personalized-monitoring of human thermal sensation using machine learning approach
Thermal comfort and sensation are important aspects of building design and indoor climate
control, as modern man spends most of the day indoors. Conventional indoor climate design …
control, as modern man spends most of the day indoors. Conventional indoor climate design …