Toward a Real-Time and Physiologically Controlled Thermal Comfort Provision in Office Buildings

被引:9
|
作者
Nkurikiyeyezu, Kizito [1 ]
Lopez, Guillaume [1 ]
机构
[1] Aoyama Gakuin Univ, Sagamihara, Kanagawa, Japan
来源
INTELLIGENT ENVIRONMENTS 2018 | 2018年 / 23卷
关键词
thermal comfort; smart thermostats; heart rate variability; pulse rate variability; smart building; personal thermal comfort; humanized computing; HEART-RATE-VARIABILITY; PERFORMANCE; OCCUPANCY;
D O I
10.3233/978-1-61499-874-7-168
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Thermal comfort is, by definition, a personal and subjective psychological sensation. Still, its provision in office buildings relies on underperforming and energy-hungry Heating Ventilation and Air Conditioning (HVAC) units that preclude people's personal preferences. This leads to people reporting a high discontent with the built environment. This study provides a preliminary evaluation of a physiologically controlled thermal comfort provision based on Pulse Rate Variability (PRV). The study is based on a premise that thermally uncomfortable environments affect temperature homeostasis in humans. This change in homeostasis is indirectly detected by e.g. the variability of the heart's beat-to-beat intervals. We experimented on a user sitting in two thermal environments (cold and neutral) to estimate PRV via a photoplethysmogram (PPG) signal recorded on his wrist. The result of the experiment shows that it is possible to predict the user's thermal state in real-time with an accuracy exceeding 90%. Hence, the paper constitutes a prima facie evidence of the possibility of designing real-time physiologically controlled thermal conditioning systems.
引用
收藏
页码:168 / 177
页数:10
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