Determining occupant's Thermal Comfort and Well-Being towards facilitating energy demand management utilizing a low-cost wearable device
Authors: 
John Gialelis, Maria Krizea, Grigoris Protopsaltis, Christos Mountzouris, Tasos Kladas, Gerasimos Theodorou, Stylianos KaratzasAuthors Info & Claims
John Gialelis, Maria Krizea, Grigoris Protopsaltis, Christos Mountzouris, Tasos Kladas, Gerasimos Theodorou, Stylianos KaratzasAuthors Info & ClaimsPages 24 - 31
Abstract
The scope of this work is to provide unobtrusive means to accurately depict the thermal comfort and well-being level of the occupants making them predictable energy wise and allow pertinent personalized feedback notifications or actions towards energy demand management while preserving their corresponding preferences. Specifically, a low-cost wearable wrist device, collects occupant's physiological, motion and indoor environmental condition data using unobtrusive appropriate sensors. Then, accounting the clothing conditions and the mean radiant temperature the occupant's thermal comfort level as well as the indoor air quality is assessed on the scale provided by ANSI/ASHRAE 55-2010 Standard. Thermal comfort and indoor quality levels are critical not only for health matters but also for the productivity of the occupants since it affects humans’ efficiency and the mood as well. Being aware of the occupant's thermal comfort level as well as the indoor quality level and the outdoor conditions essential actions can be scheduled regarding the energy demand.
References
[1]
World Health Organization, Regional Office for Europe, Combined or multiple exposure to health stressors in indoor built environments
[2]
U.S. Environmental Protection Agency. 1989. Report to Congress on indoor air quality: Volume 2. EPA/400/1-89/001C. Washington, DC
[3]
Jacqueline Vischer. 2007. The effects of the physical environment on job performance: towards a theoretical model of workspace stress. Stress and Health. 23(3):175–184.
[4]
Buildings Performance Institute Europe, Building 4 People: Quantifying the impact of a better indoor environment in schools, offices and hospitals
[5]
Vassilis Stavrakas, Alexandros Flamos. 2020. A modular high-resolution demand-side management model to quantify benefits of demand-flexibility in the residential sector. Energy Conversion and Management
[6]
American Society of Heating, Refrigerating and Air-conditioning Engineering. Thermal Environmental Conditions for Human Occupancy; ANSI/ASHRAE Standard 55-2010; American Society of Heating, Refrigerating and Air-conditioning Engineering: Atlanta, GA, USA, 2010
[7]
https://www.ashrae.org/technical-resources/bookstore/standard-55-thermal-environmental-conditions-for-human-occupancy
[8]
https://apps.who.int/iris/handle/10665/260127
[9]
https://www.ashrae.org/technical-resources/bookstore/standards-62-1-62-2
[10]
Chayan Sarkar, Akshay Uttama Nambi S.N., Venkatesha Prasad. 2016. iLTC: Achieving Individual Comfort in Shared Spaces. ACM International Conference on Embedded Wireless Systems and Networks (EWSN). 65–76
[11]
https://www.espressif.com/en/products/modules/esp32
[12]
https://grobotronics.com/pimoroni-heart-rate-oximeter-smoke-sensor-max30105.html?sl=en
[13]
https://www.analog.com/en/products/adxl362.html
[14]
Shahid Ismail, Usman Akram, Imran Siddiqi. 2021. Heart rate tracking in photoplethysmography signals affected by motion artifacts: a review. EURASIP J. Adv. Signal Process. https://doi.org/10.1186/s13634-020-00714-2
[15]
Dwaipayan Biswas, Neide Simões-Capela, Chris Van Hoof, Nick Van Helleputte. 2019. Heart Rate Estimation From Wrist-Worn Photoplethysmography: A Review. IEEE Sensors Journal. 19(16):6560-6570. 10.1109/JSEN.2019.2914166
[16]
M. Raghu Ram, K. Venu Madhav, E. Hari Krishna, K. Nagarjuna Reddy, K. Ashoka Reddy. 2010. Adaptive reduction of motion artifacts from PPG signals using a synthetic noise reference signal. IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES). 315-319. 10.1109/IECBES.2010.5742252
[17]
Kyle R. Mallires, Di Wang, Vishal Varun Tipparaju, Nongjian Tao. 2019. Developing a Low-Cost Wearable Personal Exposure Monitor for Studying Respiratory Diseases Using Metal–Oxide Sensors. IEEE Sensors Journal. 19:8252 - 8261. 10.1109/JSEN.2019.2917435
[18]
https://atmotube.com/products/atmotube-plus
[19]
https://www.aernos.com/aerband-research
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Published: 11 July 2022
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PETRA '22
PETRA '22: The15th International Conference on PErvasive Technologies Related to Assistive Environments
June 29 - July 1, 2022
Corfu, Greece
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