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Risks Ranking in a Desalination Plant Construction Project with a Hybrid AHP, Risk Matrix, and Simulation-Based Approach

Author

Listed:
  • Georgios K. Koulinas

    (Democritus University of Thrace)

  • Alexandros S. Xanthopoulos

    (Democritus University of Thrace)

  • Konstantinos A. Sidas

    (Hellenic Open University)

  • Dimitrios E. Koulouriotis

    (Democritus University of Thrace)

Abstract

This paper proposes a hybrid process based on the Analytical Hierarchy Process (AHP), risk matrix, and Monte Carlo Simulation for prioritizing delay risks in construction projects and estimating the probability of timely project completion. The main contribution of this study is the development of a novel framework for risk assessment that quantifies the impact of more critical risks to each activity according to its nature and benefits from the advantages of the AHP for constructing an enhanced risk matrix. In addition to the above, the proposed framework exploits the computational potential of Monte Carlo Simulation to obtain more accurate predictions of a project’s completion time. The proposed approach was used for analyzing the duration, expected delay, and the probability of completion within the deadline, of a vital seawater desalination plant construction project, on the island of Alonissos, Greece. The proposed framework predicted the project duration more accurately than the classic PERT method did, and the results of the analysis documented that it could be a simple tool providing risk managers with helpful information while making decisions under uncertainty.

Suggested Citation

  • Georgios K. Koulinas & Alexandros S. Xanthopoulos & Konstantinos A. Sidas & Dimitrios E. Koulouriotis, 2021. "Risks Ranking in a Desalination Plant Construction Project with a Hybrid AHP, Risk Matrix, and Simulation-Based Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(10), pages 3221-3233, August.
    • Handle: RePEc:spr:waterr:v:35:y:2021:i:10:d:10.1007_s11269-021-02886-4
    DOI: 10.1007/s11269-021-02886-4
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    1. Wang, Chengshan & Jiao, Bingqi & Guo, Li & Tian, Zhe & Niu, Jide & Li, Siwei, 2016. "Robust scheduling of building energy system under uncertainty," Applied Energy, Elsevier, vol. 167(C), pages 366-376.
    2. Donglin Dong & Wenjie Sun & Zhaochang Zhu & Sha Xi & Gang Lin, 2013. "Groundwater Risk Assessment of the Third Aquifer in Tianjin City, China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(8), pages 3179-3190, June.
    3. Seyed Mojtaba Hosseini Bamakan & Mohammad Dehghanimohammadabadi, 2015. "A Weighted Monte Carlo Simulation Approach to Risk Assessment of Information Security Management System," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 11(4), pages 63-78, October.
    4. Daekyoung Yi & Eul-Bum Lee & Junyong Ahn, 2019. "Onshore Oil and Gas Design Schedule Management Process Through Time-Impact Simulations Analyses," Sustainability, MDPI, vol. 11(6), pages 1-19, March.
    5. Konstantinos A. Kirytopoulos & Vrassidas N. Leopoulos & Viktor K. Diamantas, 2008. "PERT vs. Monte Carlo Simulation along with the suitable distribution effect," International Journal of Project Organisation and Management, Inderscience Enterprises Ltd, vol. 1(1), pages 24-46.
    6. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    7. Yu, Xuchao & Liang, Wei & Zhang, Laibin & Reniers, Genserik & Lu, Linlin, 2018. "Risk assessment of the maintenance process for onshore oil and gas transmission pipelines under uncertainty," Reliability Engineering and System Safety, Elsevier, vol. 177(C), pages 50-67.
    8. Mohammad Ali Baghapour & Mohammad Reza Shooshtarian & Mahdi Zarghami, 2020. "Process Mining Approach of a New Water Quality Index for Long-Term Assessment under Uncertainty Using Consensus-Based Fuzzy Decision Support System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(3), pages 1155-1172, February.
    9. Philip-Mark Spanidis & Christos Roumpos & Francis Pavloudakis, 2021. "A Fuzzy-AHP Methodology for Planning the Risk Management of Natural Hazards in Surface Mining Projects," Sustainability, MDPI, vol. 13(4), pages 1-23, February.
    10. Fawen Li & Yong Zhao & Ping Feng & Wei Zhang & Jiale Qiao, 2015. "Risk Assessment of Groundwater and its Application. Part I: Risk Grading Based on the Functional Zoning of Groundwater," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(8), pages 2697-2714, June.
    11. Myung-Hun Kim & Eul-Bum Lee & Han-Suk Choi, 2019. "A Forecast and Mitigation Model of Construction Performance by Assessing Detailed Engineering Maturity at Key Milestones for Offshore EPC Mega-Projects," Sustainability, MDPI, vol. 11(5), pages 1-21, February.
    12. Ming Zhong & Jiao Wang & Liang Gao & Kairong Lin & Yang Hong, 2019. "Fuzzy Risk Assessment of Flash Floods Using a Cloud-Based Information Diffusion Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(7), pages 2537-2553, May.
    13. Aven, Terje, 2016. "Risk assessment and risk management: Review of recent advances on their foundation," European Journal of Operational Research, Elsevier, vol. 253(1), pages 1-13.
    14. Vanhoucke, Mario, 2011. "On the dynamic use of project performance and schedule risk information during projecttracking," Omega, Elsevier, vol. 39(4), pages 416-426, August.
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    1. Nasanjargal Erdenekhuu & Balázs Kocsi & Domicián Máté, 2022. "A Risk-Based Analysis Approach to Sustainable Construction by Environmental Impacts," Energies, MDPI, vol. 15(18), pages 1-21, September.

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