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A Real-Time Adaptive Thermal Comfort Model for Sustainable Energy in Interactive Smart Homes: Part I

Published: 25 August 2022 Publication History

Abstract

A successful smart city implementation needs to efficiently use natural and human resources. This can be achieved by dividing the smart city into smaller modules, such as a smart community, and even smaller such as a smart home, to allow energy management systems to monitor the city's behavior. The electricity end-user sector is often divided into the residential, commercial, and public transport, industrial, and agricultural sectors. On the other hand, HVAC systems constitute from 40% up to 60% of energy consumption in buildings. Nevertheless, householders do not entirely accept connected devices due to complex interfaces, lack of interest, or acquired habits of thermostat usage that affect thermal comfort, hence, usability and behavioral problems. Thermal comfort is widely defined as that state of mind which conveys satisfaction with the thermal surroundings. This paper obtains an adaptive comfort model for measuring these three features through energy simulations to compare them during the year. This paper analyzes three energy model scenarios to review the adaptive behavior of a community of twelve houses. Three energy models were simulated for Mexico City, Concord (California), and Ontario (Canada) and later deployed into an interactive online platform to determine what further actions are required to improve the quality of life of householders without losing thermal comfort and maximizing energy savings. Besides, this platform allows worldwide users to interact with the platform and learn how clothing insulation, activity, and location affect energy consumption and thermal comfort.

References

[1]
SENER | Sistema de Información Energética | Usuarios de energía eléctrica por entidad federativa, https://sie.energia.gob.mx/bdiController.do?action=cuadro&subAction=applyOptions. Accessed 20 June 2021
[2]
Natural Resources Canada: Energy Fact Book 2020–2021. Natural Resources Canada (2020)
[3]
Méndez JI, Peffer T, Ponce P, Meier A, and Molina A Empowering saving energy at home through serious games on thermostat interfaces Energy Build. 2022 263
[4]
Ponce, P., Meier, A., Mendez, J., Peffer, T., Molina, A., Mata, O.: Tailored gamification and serious game framework based on fuzzy logic for saving energy in smart thermostats. J. Clean. Prod. 262, 121167 (2020).
[5]
Chou Y Actionable Gamification: Beyond Points, Badges, and Leaderboards 2019 Fremont, CA Packt Publishing Ltd
[6]
Schiele K Marques J Utilizing gamification to promote sustainable practices Handbook of Engaged Sustainability 2018 Cham Springer 427-444
[7]
AlSkaif T, Lampropoulos I, van den Broek M, and van Sark W Gamification-based framework for engagement of residential customers in energy applications Energy Res. Soc. Sci. 2018 44 187-195
[8]
Mendez, J.I., Ponce, P., Medina, A., Peffer, T., Meier, A., Molina, A.: A smooth and accepted transition to the future of cities based on the Standard ISO 37120, Artificial Intelligence, and gamification constructors. In: 2021 IEEE European Technology and Engineering Management Summit (E-TEMS), pp. 65–71, IEEE, Dortmund, Germany (2021).
[9]
Méndez JI, Ponce P, Peffer T, Meier A, and Molina A Camarinha-Matos LM, Boucher X, and Afsarmanesh H A gamified HMI as a response for implementing a smart-sustainable university campus Smart and Sustainable Collaborative Networks 4.0 2021 Cham Springer 683-691
[10]
Fraternali, P., et al.: A socio-technical system based on gamification towards energy savings. In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pp. 59–64, IEEE, Athens (2018).
[11]
Jenkins, M.: Thermal Comfort Basics: What is ASHRAE 55? | SimScale Blog. https://www.simscale.com/blog/2019/08/what-is-ashrae-55-thermal-comfort/. Accessed 3 June 2021
[12]
Parsons KC Human Thermal Comfort 2020 Boca Raton, FL CRC Press
[13]
Fanger, P.O., et al.: Thermal Comfort. Analysis and Applications in Environmental Engineering (1970)
[14]
de Dear, R.J., Brager, G.S.: Developing an Adaptive Model of Thermal Comfort and Preference. Center for the Built Environment, Berkeley (1998)
[15]
High Indoor Temperatures. World Health Organization (2018)
[16]
Méndez JI et al. Antona M, Stephanidis C, et al. Designing a consumer framework for social products within a gamified smart home context Universal Access in Human-Computer Interaction. Design Methods and User Experience 2021 Cham Springer 429-443
[17]
Nicol F, Humphreys MA, and Roaf S Adaptive Thermal Comfort: Principles and Practice 2012 London Routledge
[18]
Fergus Nicol J and Humphreys MA Kubota T, Rijal HB, and Takaguchi H Principles of adaptive behaviours Sustainable Houses and Living in the Hot-Humid Climates of Asia 2018 Singapore Springer 209-217
[19]
Humphreys, M., Nicol, F., Roaf, S.: Adaptive Thermal Comfort: Foundations and Analysis. Routledge (2015).
[20]
de Dear R, Xiong J, Kim J, and Cao B A review of adaptive thermal comfort research since 1998 Energy Build. 2020 214
[21]
Yang L, Fu R, He W, He Q, and Liu Y Adaptive thermal comfort and climate responsive building design strategies in dry–hot and dry–cold areas: Case study in Turpan, China Energy Build. 2020 209
[22]
Medina A, Méndez JI, Ponce P, Peffer T, Meier A, and Molina A Using deep learning in real-time for clothing classification with connected thermostats Energies 2022 15 1811
[23]
Méndez JI, Mata O, Ponce P, Meier A, Peffer T, and Molina A Ponce H, Martínez-Villaseñor L, Brieva J, and Moya-Albor E Multi-sensor system, gamification, and artificial intelligence for benefit elderly people Challenges and Trends in Multimodal Fall Detection for Healthcare 2020 Cham Springer 207-235
[24]
Méndez, J.I., et al.: Smart homes as enablers for depression pre-diagnosis using PHQ-9 on HMI through fuzzy logic decision system. Sensors 21, 7864 (2021).
[25]
EnergyPlus | EnergyPlus. https://energyplus.net/. Accessed 3 June 2021
[26]
Yun GY Influences of perceived control on thermal comfort and energy use in buildings Energy Build. 2018 158 822-830
[27]
Shabunko V, Lim CM, and Mathew S EnergyPlus models for the benchmarking of residential buildings in Brunei Darussalam Energy Build. 2018 169 507-516
[28]
Méndez, J.I.: Know Your Community – Thermal Comfort. https://view.genial.ly/6286e8f6ec1be60019eec51d/interactive-content-community-thermal-comfort. Accessed 27 May 2022
[29]
Ladybug Tools: Ladybug Tools | Home Page. https://www.ladybug.tools/. Accessed 2 May 2021
[30]
U.S. Department of Energy: EnergyPlusTM Version 9.5.0 Documentation: Input Output Reference (2021)
[31]
Méndez JI et al. Batyrshin I, Gelbukh A, Sidorov G, et al. A rapid HMI prototyping based on personality traits and AI for social connected thermostats Advances in Soft Computing 2021 Cham Springer 216-227

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            Information & Contributors

            Information

            Published In

            cover image Guide Proceedings
            Smart Multimedia: Third International Conference, ICSM 2022, Marseille, France, August 25–27, 2022, Revised Selected Papers
            Aug 2022
            465 pages
            ISBN:978-3-031-22060-9
            DOI:10.1007/978-3-031-22061-6

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            Springer-Verlag

            Berlin, Heidelberg

            Publication History

            Published: 25 August 2022

            Author Tags

            1. Energy simulations
            2. Interactive platform
            3. Thermal comfort
            4. Gamification
            5. Communities

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