IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i18p8032-d1477864.html
   My bibliography  Save this article

An AI-Based Evaluation Framework for Smart Building Integration into Smart City

Author

Listed:
  • Mustafa Muthanna Najm Shahrabani

    (Faculty of Civil Engineering and Architecture, Kaunas University of Technology, Studentų Str. 48, LT-51367 Kaunas, Lithuania)

  • Rasa Apanaviciene

    (Faculty of Civil Engineering and Architecture, Kaunas University of Technology, Studentų Str. 48, LT-51367 Kaunas, Lithuania)

Abstract

The integration of smart buildings (SBs) into smart cities (SCs) is critical to urban development, with the potential to improve SCs’ performance. Artificial intelligence (AI) applications have emerged as a promising tool to enhance SB and SC development. The authors apply an AI-based methodology, particularly Large Language Models of OpenAI ChatGPT-3 and Google Bard as AI experts, to uniquely evaluate 26 criteria that represent SB services across five SC infrastructure domains (energy, mobility, water, waste management, and security), emphasizing their contributions to the integration of SB into SC and quantifying their impact on the efficiency, resilience, and environmental sustainability of SC. The framework was then validated through two rounds of the Delphi method, leveraging human expert knowledge and an iterative consensus-building process. The framework’s efficiency in analyzing complicated information and generating important insights is demonstrated via five case studies. These findings contribute to a deeper understanding of the effects of SB services on SC infrastructure domains, highlighting the intricate nature of SC, as well as revealing areas that require further integration to realize the SC performance objectives.

Suggested Citation

  • Mustafa Muthanna Najm Shahrabani & Rasa Apanaviciene, 2024. "An AI-Based Evaluation Framework for Smart Building Integration into Smart City," Sustainability, MDPI, vol. 16(18), pages 1-35, September.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:18:p:8032-:d:1477864
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/18/8032/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/18/8032/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Tarek Hatem Al-Rimawi & Michael Nadler, 2023. "Evaluating Cities and Real Estate Smartness and Integration: Introducing a Comprehensive Evaluation Framework," Sustainability, MDPI, vol. 15(12), pages 1-31, June.
    2. Wojciech Kozlowski & Kacper Suwar, 2021. "Smart City: Definitions, Dimensions, and Initiatives," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 3), pages 509-520.
    3. Rasa Apanaviciene & Rokas Urbonas & Paris A. Fokaides, 2020. "Smart Building Integration into a Smart City: Comparative Study of Real Estate Development," Sustainability, MDPI, vol. 12(22), pages 1-22, November.
    4. Ding, Bing & Li, Zening & Li, Zhengmao & Xue, Yixun & Chang, Xinyue & Su, Jia & Jin, Xiaolong & Sun, Hongbin, 2024. "A CCP-based distributed cooperative operation strategy for multi-agent energy systems integrated with wind, solar, and buildings," Applied Energy, Elsevier, vol. 365(C).
    Full references (including those not matched with items on IDEAS)

    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. Mohd Bilal & Pitshou N. Bokoro & Gulshan Sharma & Giovanni Pau, 2024. "A Cost-Effective Energy Management Approach for On-Grid Charging of Plug-in Electric Vehicles Integrated with Hybrid Renewable Energy Sources," Energies, MDPI, vol. 17(16), pages 1-35, August.
    2. Alain Aoun & Mehdi Adda & Adrian Ilinca & Mazen Ghandour & Hussein Ibrahim, 2024. "Optimizing Virtual Power Plant Management: A Novel MILP Algorithm to Minimize Levelized Cost of Energy, Technical Losses, and Greenhouse Gas Emissions," Energies, MDPI, vol. 17(16), pages 1-23, August.
    3. Esraa M. Abd Elsadek & Hossam Kotb & Ayman Samy Abdel-Khalik & Yasser Aboelmagd & Aly. H. Abdelbaky Elbatran, 2024. "Experimental and Techno-Economic Analysis of Solar PV System for Sustainable Building and Greenhouse Gas Emission Mitigation in Harsh Climate: A Case Study of Aswan Educational Building," Sustainability, MDPI, vol. 16(13), pages 1-31, June.
    4. Tithy Dev & Morteza Haghiri & Gabriela Sabau, 2024. "Impacts of Urbanization on Energy Consumption in the South Asian Association for Regional Cooperation Zone," Sustainability, MDPI, vol. 16(18), pages 1-15, September.
    5. Javed Khan Bhutto, 2024. "Augmented Two-Stage Hierarchical Controller for Distributed Power Generation System Powered by Renewable Energy: Development and Performance Analysis," Sustainability, MDPI, vol. 16(14), pages 1-21, July.
    6. Joshua Olusegun FAYOMI & Zainab Abdulqadir SANI, 2021. "The future of work in the smart city: Managing virtual work by leveraging smart cities to achieve organizational strategy," Smart Cities and Regional Development (SCRD) Journal, Smart-EDU Hub, Faculty of Public Administration, National University of Political Studies & Public Administration, vol. 5(3), pages 103-114, July.
    7. Yuan Liu & Yamin Ding & Pei Jiang & Xugang Jin & Xinlin Wu & Zhanji Zheng, 2024. "Joint Optimal Design of Electric Bus Service and Charging Facilities," Sustainability, MDPI, vol. 16(14), pages 1-16, July.
    8. Martin Bolfek & Tomislav Capuder, 2024. "Voltage-Triggered Flexibility Provision in a Distribution Network with Limited Observability," Energies, MDPI, vol. 17(16), pages 1-19, August.
    9. Shirley Kempeneer & Michaël Peeters & Tine Compernolle, 2021. "Bringing the User Back in the Building: An Analysis of ESG in Real Estate and a Behavioral Framework to Guide Future Research," Sustainability, MDPI, vol. 13(6), pages 1-12, March.
    10. Saeed Al-Ali & Abdul Ghani Olabi & Montaser Mahmoud, 2024. "Multi-Criteria Decision Making for Selecting the Location of a Solar Photovoltaic Park: A Case Study in UAE," Energies, MDPI, vol. 17(17), pages 1-14, August.
    11. Ioannis Vardopoulos & Maria Papoui-Evangelou & Bogdana Nosova & Luca Salvati, 2023. "Smart ‘Tourist Cities’ Revisited: Culture-Led Urban Sustainability and the Global Real Estate Market," Sustainability, MDPI, vol. 15(5), pages 1-26, February.
    12. Zheng Wen Lie & Qing Liang Zheng & Shiyuan Zhou & Hozan Latif Rauf, 2022. "Virtual energy-saving environmental protection building design and implementation," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 263-272, March.
    13. Hossein Gholizadeh & Reza Sharifi Shahrivar & Saeed Amini & Tohid Rahimi, 2024. "An Improved Cascaded Boost Converter with an Ultra-High Voltage Gain Suitable for Dielectric Quality Tests," Energies, MDPI, vol. 17(15), pages 1-27, August.
    14. Grzegorz Nawalany & Miroslav Zitnak & Małgorzata Michalik & Jana Lendelova & Paweł Sokołowski, 2024. "Impact of the Location and Energy Carriers Used on Greenhouse Gas Emissions from a Building," Energies, MDPI, vol. 17(19), pages 1-26, September.
    15. Fernando Almeida, 2023. "Prospects of Cybersecurity in Smart Cities," Future Internet, MDPI, vol. 15(9), pages 1-21, August.
    16. Heidi S. Nygård & Stig Ødegaard Ottesen & Olav Henrik Skonnord, 2024. "Profitability Analyses for Residential Battery Investments: A Norwegian Case Study," Energies, MDPI, vol. 17(16), pages 1-18, August.
    17. Lin, Sheng-Hau & Zhang, Hejie & Li, Jia-Hsuan & Ye, Cheng-Zhou & Hsieh, Jing-Chzi, 2022. "Evaluating smart office buildings from a sustainability perspective: A model of hybrid multi-attribute decision-making," Technology in Society, Elsevier, vol. 68(C).
    18. Hadi Shenabi & Rashed Sahraeian, 2024. "Decision-Making Approach to Design a Sustainable Photovoltaic Closed-Loop Supply Chain Considering Market Share for Electric Vehicle Energy," Sustainability, MDPI, vol. 16(13), pages 1-28, July.
    19. Tarek Hatem Al-Rimawi & Michael Nadler, 2023. "Evaluating Cities and Real Estate Smartness and Integration: Introducing a Comprehensive Evaluation Framework," Sustainability, MDPI, vol. 15(12), pages 1-31, June.
    20. Decan Liu & Huaying Zhang & Xiaorui Liang & Shicong Deng, 2024. "Model Predictive Control for Three-Phase, Four-Leg Dynamic Voltage Restorer," Energies, MDPI, vol. 17(22), pages 1-19, November.

    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:jsusta:v:16:y:2024:i:18:p:8032-:d:1477864. 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.