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Integrated Fuzzy Technique for Order Preference by Similarity to Ideal Solution and Emotional Artificial Neural Network Model for Comprehensive Risk Prioritization in Green Construction Projects

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  • Maher Awad Abuhussain

    (Department of Civil and Environmental Engineering, College of Engineering and Computing in Al-Qunfudah, Umm Al-Qura University, Mecca 24382, Saudi Arabia)

Abstract

With the rapid growth of green construction projects (GCPs) in Saudi Arabia, managing the associated risks has become crucial to ensuring project success and sustainability. These projects face a range of challenges, including socio-economic, environmental, and technical risks that need to be carefully identified and prioritized. This study systematically identifies and prioritizes the risks in GCP using a hybrid model combining fuzzy TOPSIS and an Emotional Artificial Neural Network (EANN). The focus of this study is on the risk management of the green construction industry in Saudi Arabia. Based on expert evaluations, low-quality materials and equipment (Likert scale mean is 4.71) and stakeholder resistance to adopting green ideas (4.67) emerged as the most critical risks. The fuzzy TOPSIS analysis assigned the highest weight to risk probability (0.174), followed by outcome (0.137), and vulnerability (0.123). The EANN refined the risk rankings, confirming the importance of these risks. The findings suggest that risk management strategies should prioritize material quality and stakeholder engagement, while environmental risks, ranked lower, are less of a concern. This hybrid model provides a robust framework for effective risk management, with practical implications for enhancing the sustainability and success of GCP.

Suggested Citation

  • Maher Awad Abuhussain, 2024. "Integrated Fuzzy Technique for Order Preference by Similarity to Ideal Solution and Emotional Artificial Neural Network Model for Comprehensive Risk Prioritization in Green Construction Projects," Sustainability, MDPI, vol. 16(22), pages 1-23, November.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:22:p:9784-:d:1517463
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    References listed on IDEAS

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    1. G.K. Koulinas & O.E. Demesouka & P.K. Marhavilas & A.P. Vavatsikos & D.E. Koulouriotis, 2019. "Risk Assessment Using Fuzzy TOPSIS and PRAT for Sustainable Engineering Projects," Sustainability, MDPI, vol. 11(3), pages 1-15, January.
    2. Lina Adib Khaddour, 2022. "Life-cycle sustainability risk management a multi-stakeholder approach: the case of Damascus post-war residential projects," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 12756-12786, November.
    3. Mohammed H. Alshareef & Bassam M. Aljahdali & Ayman F. Alghanmi & Hussain T. Sulaimani, 2024. "Spatial Analysis and Risk Evaluation for Port Crisis Management Using Integrated Soft Computing and GIS-Based Models: A Case Study of Jazan Port, Saudi Arabia," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
    4. Ke Wang & Ziyi Ying & Shankha Shubhra Goswami & Yongsheng Yin & Yafei Zhao, 2023. "Investigating the Role of Artificial Intelligence Technologies in the Construction Industry Using a Delphi-ANP-TOPSIS Hybrid MCDM Concept under a Fuzzy Environment," Sustainability, MDPI, vol. 15(15), pages 1-42, August.
    5. Pérez, Gabriel & Rincón, Lídia & Vila, Anna & González, Josep M. & Cabeza, Luisa F., 2011. "Green vertical systems for buildings as passive systems for energy savings," Applied Energy, Elsevier, vol. 88(12), pages 4854-4859.
    6. El-Awady Attia & Ali Alarjani & Md. Sharif Uddin & Ahmed Farouk Kineber, 2023. "Examining the Influence of Sustainable Construction Supply Chain Drivers on Sustainable Building Projects Using Mathematical Structural Equation Modeling Approach," Sustainability, MDPI, vol. 15(13), pages 1-32, July.
    7. GhaffarianHoseini, AmirHosein & Dahlan, Nur Dalilah & Berardi, Umberto & GhaffarianHoseini, Ali & Makaremi, Nastaran & GhaffarianHoseini, Mahdiar, 2013. "Sustainable energy performances of green buildings: A review of current theories, implementations and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 1-17.
    8. Mohammad Dehghani Madvar & Mohammad Alhuyi Nazari & Jamal Tabe Arjmand & Alireza Aslani & Roghayeh Ghasempour & Mohammad Hossein Ahmadi, 2018. "Analysis of stakeholder roles and the challenges of solar energy utilization in Iran," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 13(4), pages 438-451.
    9. Mustafa S. Al-Tekreeti & Salwa M. Beheiry & Vian Ahmed, 2022. "Commitment Indicators for Tracking Sustainable Design Decisions in Construction Projects," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
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