IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i19p12207-d925865.html
   My bibliography  Save this article

Monitoring of Thermal Comfort and Air Quality for Sustainable Energy Management inside Hospitals Based on Online Analytical Processing and the Internet of Things

Author

Listed:
  • Hugo O. Garcés

    (Departamento Ingeniería Informática, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile)

  • Claudia Durán

    (Departamento de Ingeniería Industrial, Facultad Ingeniería, Universidad Tecnológica Metropolitana, Santiago 7800002, Chile)

  • Eduardo Espinosa

    (Department of Electrical Engineering, Faculty of Engineering, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile)

  • Alejandro Jerez

    (Saval Pharmaceutical, Santiago 8640002, Chile)

  • Fredi Palominos

    (Departamento de Matemática y Ciencias de la Computación, Universidad de Santiago de Chile, Santiago 9170022, Chile)

  • Marcela Hinojosa

    (Departamento de Tecnología Médica, Facultad de Medicina, Universidad de Concepción, Concepción 4070409, Chile)

  • Raúl Carrasco

    (Facultad de Ingeniería y Negocios, Universidad de Las Américas, Santiago 7500975, Chile)

Abstract

There is a need to ensure comfortable conditions for hospital staff and patients from the point of view of thermal comfort and air quality so that they do not affect their performance. We consider the need for hospital employees and patients to enjoy conditions of greater well-being during their stay. This is understood as a comfortable thermal sensation and adequate air quality, depending on the task they are performing. The contribution of this article is the formulation of the fundamentals of a system and platform for monitoring thermal comfort and Indoor Air Quality (IAQ) in hospitals, based on an Internet of Things platform composed of a low-cost sensor node network that is capable of measuring critical variables such as humidity, temperature, and Carbon Dioxide (CO 2 ). As part of the platform, a multidimensional data model with an On-Line Analytical Processing (OLAP) approach is presented that offers query flexibility, data volume reduction, as well as a significant reduction in query response times. The experimental results confirm the suitability of the platform’s data model, which facilitates operational and strategic decision making in complex hospitals.

Suggested Citation

  • Hugo O. Garcés & Claudia Durán & Eduardo Espinosa & Alejandro Jerez & Fredi Palominos & Marcela Hinojosa & Raúl Carrasco, 2022. "Monitoring of Thermal Comfort and Air Quality for Sustainable Energy Management inside Hospitals Based on Online Analytical Processing and the Internet of Things," IJERPH, MDPI, vol. 19(19), pages 1-23, September.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:19:p:12207-:d:925865
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/19/12207/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/19/19/12207/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Domenico Palladino & Iole Nardi & Cinzia Buratti, 2020. "Artificial Neural Network for the Thermal Comfort Index Prediction: Development of a New Simplified Algorithm," Energies, MDPI, vol. 13(17), pages 1-27, September.
    2. Ximena Alvial & Alejandra Rojas & Raúl Carrasco & Claudia Durán & Christian Fernández-Campusano, 2021. "Overuse of Health Care in the Emergency Services in Chile," IJERPH, MDPI, vol. 18(6), pages 1-18, March.
    3. Becerra, Miguel & Jerez, Alejandro & Valenzuela, Miguel & Garcés, Hugo O. & Demarco, Rodrigo, 2018. "Life quality disparity: Analysis of indoor comfort gaps for Chilean households," Energy Policy, Elsevier, vol. 121(C), pages 190-201.
    4. Banerjee, Rajabrata & Mishra, Vinod & Maruta, Admasu Asfaw, 2021. "Energy poverty, health and education outcomes: Evidence from the developing world," Energy Economics, Elsevier, vol. 101(C).
    5. Juan Coss-Mandiola & Jairo Vanegas-López & Alejandra Rojas & Raúl Carrasco & Pablo Dubo & Maggie Campillay-Campillay, 2022. "Characterization of Communes with Quality Accredited Primary Healthcare Centers in Chile," IJERPH, MDPI, vol. 19(15), pages 1-13, July.
    6. Murshed, Muntasir, 2020. "Are Trade Liberalization policies aligned with Renewable Energy Transition in low and middle income countries? An Instrumental Variable approach," Renewable Energy, Elsevier, vol. 151(C), pages 1110-1123.
    7. United Nations, 2016. "The Sustainable Development Goals 2016," Working Papers id:11456, eSocialSciences.
    8. Kristian Fabbri & Jacopo Gaspari & Laura Vandi, 2019. "Indoor Thermal Comfort of Pregnant Women in Hospital: A Case Study Evidence," Sustainability, MDPI, vol. 11(23), pages 1-24, November.
    9. Salari, Mahmoud & Javid, Roxana J. & Noghanibehambari, Hamid, 2021. "The nexus between CO2 emissions, energy consumption, and economic growth in the U.S," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 182-194.
    10. Nguyen, Canh Phuc & Su, Thanh Dinh, 2022. "The influences of government spending on energy poverty: Evidence from developing countries," Energy, Elsevier, vol. 238(PA).
    11. Ma, Y. & Tao, Y. & Shi, L. & Liu, Q.G. & Wang, Y. & Tu, J.Y., 2021. "Investigations on the thermal performance of a novel thermal energy storage unit for poor solar conditions," Renewable Energy, Elsevier, vol. 180(C), pages 166-177.
    12. Chen, Chaoyi & Pinar, Mehmet & Stengos, Thanasis, 2020. "Renewable energy consumption and economic growth nexus: Evidence from a threshold model," Energy Policy, Elsevier, vol. 139(C).
    13. Cayir Ervural, Beyzanur & Evren, Ramazan & Delen, Dursun, 2018. "A multi-objective decision-making approach for sustainable energy investment planning," Renewable Energy, Elsevier, vol. 126(C), pages 387-402.
    14. Jagriti Saini & Maitreyee Dutta & Gonçalo Marques, 2020. "Indoor Air Quality Monitoring Systems Based on Internet of Things: A Systematic Review," IJERPH, MDPI, vol. 17(14), pages 1-22, July.
    15. Simsek, Yeliz & Lorca, Álvaro & Urmee, Tania & Bahri, Parisa A. & Escobar, Rodrigo, 2019. "Review and assessment of energy policy developments in Chile," Energy Policy, Elsevier, vol. 127(C), pages 87-101.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Juan Coss-Mandiola & Jairo Vanegas-López & Alejandra Rojas & Pablo Dubó & Maggie Campillay-Campillay & Raúl Carrasco, 2023. "Accreditation of Quality in Primary Health Care in Chile: Perception of the Teams from Accredited Family Healthcare Centers," IJERPH, MDPI, vol. 20(3), pages 1-16, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Feng Dong & Yuling Pan, 2020. "Evolution of Renewable Energy in BRI Countries: A Combined Econometric and Decomposition Approach," IJERPH, MDPI, vol. 17(22), pages 1-18, November.
    2. Abdul Rehman & Hengyun Ma & Magdalena Radulescu & Crenguta Ileana Sinisi & Loredana Maria Paunescu & MD Shabbir Alam & Rafael Alvarado, 2021. "The Energy Mix Dilemma and Environmental Sustainability: Interaction among Greenhouse Gas Emissions, Nuclear Energy, Urban Agglomeration, and Economic Growth," Energies, MDPI, vol. 14(22), pages 1-21, November.
    3. Juan Coss-Mandiola & Jairo Vanegas-López & Alejandra Rojas & Pablo Dubó & Maggie Campillay-Campillay & Raúl Carrasco, 2023. "Accreditation of Quality in Primary Health Care in Chile: Perception of the Teams from Accredited Family Healthcare Centers," IJERPH, MDPI, vol. 20(3), pages 1-16, January.
    4. Wang, Xiong & Yang, Wanping & Ren, Xiaohang & Lu, Zudi, 2023. "Can financial inclusion affect energy poverty in China? Evidence from a spatial econometric analysis," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 255-269.
    5. Namahoro, J.P. & Nzabanita, J. & Wu, Q., 2021. "The impact of total and renewable energy consumption on economic growth in lower and middle- and upper-middle-income groups: Evidence from CS-DL and CCEMG analysis," Energy, Elsevier, vol. 237(C).
    6. Brice Kamguia & Ronald Djeunankan & Sosson Tadadjeu & Henri Njangang, 2024. "Does macroeconomic instability hamper access to electricity? Evidence from developing countries," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(2), pages 387-414, April.
    7. Maggie Campillay-Campillay & Ana Calle-Carrasco & Pablo Dubo & Jorge Moraga-Rodríguez & Juan Coss-Mandiola & Jairo Vanegas-López & Alejandra Rojas & Raúl Carrasco, 2022. "Accessibility in People with Disabilities in Primary Healthcare Centers: A Dimension of the Quality of Care," IJERPH, MDPI, vol. 19(19), pages 1-14, September.
    8. Jahanger, Atif & Hossain, Mohammad Razib & Awan, Ashar & Adebayo, Tomiwa Sunday, 2024. "Uplifting India from severe energy poverty accounting for strong asymmetries: Do inclusive financial development, digitization and human capital help reduce the asymmetry?," Energy Economics, Elsevier, vol. 134(C).
    9. Salari, Mahmoud & Kelly, Inas & Doytch, Nadia & Javid, Roxana J., 2021. "Economic growth and renewable and non-renewable energy consumption: Evidence from the U.S. states," Renewable Energy, Elsevier, vol. 178(C), pages 50-65.
    10. Ding, Tao & Li, Hao & Liu, Li & Feng, Kui, 2024. "An inquiry into the nexus between artificial intelligence and energy poverty in the light of global evidence," Energy Economics, Elsevier, vol. 136(C).
    11. Gawusu, Sidique & Ahmed, Abubakari, 2024. "Analyzing variability in urban energy poverty: A stochastic modeling and Monte Carlo simulation approach," Energy, Elsevier, vol. 304(C).
    12. Xiahui Che & Minxing Jiang, 2021. "Economic Policy Uncertainty, Financial Expenditure and Energy Poverty: Evidence Based on a Panel Threshold Model," Sustainability, MDPI, vol. 13(21), pages 1-12, October.
    13. Geoffrey Ssebabi Mutumba & Tomson Odongo & Francis Nathan Okurut & Vincent Bagire & Livingstone Senyonga, 2022. "Renewable and non-renewable energy consumption and economic growth in Uganda," SN Business & Economics, Springer, vol. 2(7), pages 1-28, July.
    14. Fotio, Hervé Kaffo & Adams, Samuel & Nkengfack, Hilaire & Poumie, Boker, 2023. "Achieving sustainable development goal 7 in Africa: Does globalization matter for electricity access, renewable energy consumption, and energy efficiency?," Utilities Policy, Elsevier, vol. 82(C).
    15. Xueyang Wang & Xiumei Sun & Mahmood Ahmad & Jiawei Chen, 2024. "RETRACTED ARTICLE: Towards high-quality energy development: role of trade liberalization," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-36, February.
    16. Ndubuisi, Gideon & Denis, Yuni & Urom, Christian & Abid, Ilyes, 2023. "Too big to be ignored: How energy poverty undermines productive efficiency," Energy Policy, Elsevier, vol. 181(C).
    17. Rahman, Mohammad Mafizur & Sultana, Nahid & Velayutham, Eswaran, 2022. "Renewable energy, energy intensity and carbon reduction: Experience of large emerging economies," Renewable Energy, Elsevier, vol. 184(C), pages 252-265.
    18. Kocak, Emrah & Ulug, Eyup Emre & Oralhan, Burcu, 2023. "The impact of electricity from renewable and non-renewable sources on energy poverty and greenhouse gas emissions (GHGs): Empirical evidence and policy implications," Energy, Elsevier, vol. 272(C).
    19. Barkat, Karim & Alsamara, Mouyad & Mimouni, Karim, 2023. "Can remittances alleviate energy poverty in developing countries? New evidence from panel data," Energy Economics, Elsevier, vol. 119(C).
    20. Messie Pondie, Thierry & Engwali, FON Dorothy & Ongo Nkoa, Bruno Emmanuel & Noubissi Domguia, Edmond, 2024. "Energy poverty and respiratory health in Sub-Saharan Africa: Effects and transmission channels," Energy, Elsevier, vol. 297(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2022:i:19:p:12207-:d:925865. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.