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AI-Powered Advanced Technologies for a Sustainable Built Environment: A Systematic Review on Emerging Challenges

Author

Listed:
  • Muhammad Ehtsham

    (Department of Civil, Construction-Architectural and Environmental Engineering (DICEAA), University of L’Aquila (UNIVAQ), 67100 L’Aquila, Italy)

  • Giuliana Parisi

    (Department of Civil Engineering and Architecture (DICAR), University of Catania (UNICT), 95125 Catania, Italy)

  • Flavia Pedone

    (Department of Astronautical, Electrical and Energy Engineering (DIAEE), Sapienza University of Rome (UNIROMA1), 00184 Roma, Italy)

  • Federico Rossi

    (Department of Civil, Environmental and Architectural Engineering (DICEA), University of Padua (UNIPD), 35131 Padova, Italy)

  • Marta Zincani

    (Department of Civil, Construction-Architectural and Environmental Engineering (DICEAA), University of L’Aquila (UNIVAQ), 67100 L’Aquila, Italy)

  • Eleonora Congiu

    (Department of Civil, Environmental Engineering and Architecture (DICAAR), University of Cagliari (UNICA), 09123 Cagliari, Italy)

  • Chiara Marchionni

    (Department of Civil, Construction-Architectural and Environmental Engineering (DICEAA), University of L’Aquila (UNIVAQ), 67100 L’Aquila, Italy)

Abstract

The integration of digital technologies with Artificial Intelligence could serve as a strategic approach to achieving the goals set by the European Union, mainly concerning sustainability, carbon emission reduction, and digitalization in the construction sector. In this regard, this paper aims to examine the major trends in the application of AI integrated with digital technologies to boost the environmental sustainability of the built environment throughout its life cycle. A systematic literature review was conducted, in accordance with the PRISMA guidelines, inspecting the Scopus database from 2015 to 2025. After having applied specific exclusion and inclusion criteria, 102 studies have been examined to identify key trends and transformative innovations enhancing sustainable approaches for the built environment. The results have been systematized based on the phases of the building life cycle which are impacted most by AI-powered digital technologies, and on sustainability areas that are attracting the greatest attention. The main research gaps are identified in the limited exploration of renovation and end-of-life phases of the life cycle, in the lack of technologies interoperability, in data complexity and quality issues, in a lack of cost-effective solutions, and in limited regulation and standardization.

Suggested Citation

  • Muhammad Ehtsham & Giuliana Parisi & Flavia Pedone & Federico Rossi & Marta Zincani & Eleonora Congiu & Chiara Marchionni, 2025. "AI-Powered Advanced Technologies for a Sustainable Built Environment: A Systematic Review on Emerging Challenges," Sustainability, MDPI, vol. 17(17), pages 1-45, September.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:17:p:8005-:d:1742970
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    References listed on IDEAS

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    1. Abderrazzak El Hafiane & Abdelali En-nadi & Mohamed Ramadany, 2025. "Towards Sustainable Construction: Systematic Review of Lean and Circular Economy Integration," Sustainability, MDPI, vol. 17(15), pages 1-42, July.
    2. Lazaroiu, Alexandra Catalina & Roscia, Mariacristina & Dancu, Vasile Sebastian & Balaban, Georgiana, 2024. "Social impact of decarbonization objectives through smart homes: Survey and analysis," Renewable Energy, Elsevier, vol. 230(C).
    3. Ziyuan Chi & Zhen Liu & Fenghong Wang & Mohamed Osmani, 2023. "Driving Circular Economy through Digital Technologies: Current Research Status and Future Directions," Sustainability, MDPI, vol. 15(24), pages 1-28, December.
    4. Giuseppe Piras & Sofia Agostinelli & Francesco Muzi, 2024. "Digital Twin Framework for Built Environment: A Review of Key Enablers," Energies, MDPI, vol. 17(2), pages 1-27, January.
    5. Ermal Hetemi & Joaquin Ordieres-Meré & Cali Nuur, 2020. "An Institutional Approach to Digitalization in Sustainability-Oriented Infrastructure Projects: The Limits of the Building Information Model," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
    6. Pachouri, Vikrant & Singh, Rajesh & Gehlot, Anita & Pandey, Shweta & Vaseem Akram, Shaik & Abbas, Mohamed, 2024. "Empowering sustainability in the built environment: A technological Lens on industry 4.0 Enablers," Technology in Society, Elsevier, vol. 76(C).
    7. Jinyi Li & Zhen Liu & Guizhong Han & Peter Demian & Mohamed Osmani, 2024. "The Relationship Between Artificial Intelligence (AI) and Building Information Modeling (BIM) Technologies for Sustainable Building in the Context of Smart Cities," Sustainability, MDPI, vol. 16(24), pages 1-38, December.
    8. Chen, Zhidong & Su, Chao & Wu, Zexuan & Wang, Weijia & Chen, Lei & Yang, Lijun & Kong, Yanqiang & Du, Xiaoze, 2023. "Operation strategy and performance analyses of a distributed energy system incorporating concentrating PV/T and air source heat pump for heating supply," Applied Energy, Elsevier, vol. 341(C).
    9. Mudhafar Al-Saadi & Maher Al-Greer & Michael Short, 2023. "Reinforcement Learning-Based Intelligent Control Strategies for Optimal Power Management in Advanced Power Distribution Systems: A Survey," Energies, MDPI, vol. 16(4), pages 1-38, February.
    10. Sultan Çetin & Catherine De Wolf & Nancy Bocken, 2021. "Circular Digital Built Environment: An Emerging Framework," Sustainability, MDPI, vol. 13(11), pages 1-34, June.
    11. Olurotimi Oguntola & Kwaku Boakye & Steve Simske, 2024. "Towards Leveraging Artificial Intelligence for Sustainable Cement Manufacturing: A Systematic Review of AI Applications in Electrical Energy Consumption Optimization," Sustainability, MDPI, vol. 16(11), pages 1-17, June.
    12. Chen, Zhelun & O’Neill, Zheng & Wen, Jin & Pradhan, Ojas & Yang, Tao & Lu, Xing & Lin, Guanjing & Miyata, Shohei & Lee, Seungjae & Shen, Chou & Chiosa, Roberto & Piscitelli, Marco Savino & Capozzoli, , 2023. "A review of data-driven fault detection and diagnostics for building HVAC systems," Applied Energy, Elsevier, vol. 339(C).
    13. Amjad Almusaed & Ibrahim Yitmen, 2023. "Architectural Reply for Smart Building Design Concepts Based on Artificial Intelligence Simulation Models and Digital Twins," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
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