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Simulation-based Optimization of Water Resource Systems: A Review of Limitations and Challenges

Author

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  • Shewandagn Lemma Tekle

    (Università Degli Studi di Messina
    Scuola Universitaria Superiore Pavia - IUSS Pavia)

  • Brunella Bonaccorso

    (Università Degli Studi di Messina)

  • Mohamed Naim

    (Università Degli Studi di Messina
    Scuola Universitaria Superiore Pavia - IUSS Pavia)

Abstract

Integrated and sustainable river basin management requires accurate assessment and optimized allocation of available water resources, considering the impacts of climate and anthropogenic changes. It can benefit from coupled modeling frameworks combining simulation models and optimization algorithms (OAs). This article reviews simulation-based optimization (SbO) techniques developed for integrated water resources management (IWRM) classified into four distinct categories: i) coupled Simulation-only Models (SM-o) and Simulation Models with water allocation skill (SM-wa); ii) coupled Simulation Models with water allocation skill (SM-wa) and OAs; iii) coupled SM-o and OAs, and iv) simultaneous coupling of SM-o, SM-wa, and OAs. These simulation-based optimization frameworks are constructed using various coupling strategies—isolated, loose, tight, and integrated—based on the required level of data exchange and interactions between model components. The first category (SM-o—SM-wa) is predominantly based on applying offline/isolated coupling methods, whereas subsequent categories witness the adoption of loose and tight coupling approaches. The findings of this review underscore the value of SbO frameworks in promoting comprehensive and sustainable management of water resources capable of addressing single-period and multi-period allocations, as well as optimizing reservoir operation policies within a single framework. Additionally, this review can be a valuable resource for researchers, modelers, and policymakers in selecting suitable simulation models, OAs, and coupling methods for effective decision-making in IWRM.

Suggested Citation

  • Shewandagn Lemma Tekle & Brunella Bonaccorso & Mohamed Naim, 2025. "Simulation-based Optimization of Water Resource Systems: A Review of Limitations and Challenges," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 39(2), pages 579-602, January.
    • Handle: RePEc:spr:waterr:v:39:y:2025:i:2:d:10.1007_s11269-024-04025-1
    DOI: 10.1007/s11269-024-04025-1
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    1. Peter Droogers & Johan Bouma, 2014. "Simulation modelling for water governance in basins," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 30(3), pages 475-494, September.
    2. Claudia Pahl-Wostl, 2007. "Transitions towards adaptive management of water facing climate and global change," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(1), pages 49-62, January.
    3. Arash Azari & Saeid Hamzeh & Saba Naderi, 2018. "Multi-Objective Optimization of the Reservoir System Operation by Using the Hedging Policy," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(6), pages 2061-2078, April.
    4. Ali Fazlali & Mojtaba Shourian, 2018. "A Demand Management Based Crop and Irrigation Planning Using the Simulation-Optimization Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(1), pages 67-81, January.
    5. Ahmad KhazaiPoul & Ali Moridi & Jafar Yazdi, 2019. "Multi-Objective Optimization for Interactive Reservoir-Irrigation Planning Considering Environmental Issues by Using Parallel Processes Technique," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(15), pages 5137-5151, December.
    6. Birhanu, B. & Kebede, S. & Charles, K. & Taye, Meron & Atlaw, A. & Birhane, M., 2021. "Impact of natural and anthropogenic stresses on surface and groundwater supply sources of the Upper Awash Sub-Basin, Central Ethiopia," Papers published in Journals (Open Access), International Water Management Institute, pages 1-9:656726..
    7. S. Jamshid Mousavi & Nasrin Rafiee Anzab & Bentolhoda Asl-Rousta & Joong Hoon Kim, 2017. "Multi-Objective Optimization-Simulation for Reliability-Based Inter-Basin Water Allocation," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(11), pages 3445-3464, September.
    8. Issam Nouiri & Muluneh Yitayew & Jobst Maßmann & Jamila Tarhouni, 2015. "Multi-objective Optimization Tool for Integrated Groundwater Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(14), pages 5353-5375, November.
    9. Kong Chhuon & Eugene Herrera & Kazuo Nadaoka, 2016. "Application of Integrated Hydrologic and River Basin Management Modeling for the Optimal Development of a Multi-Purpose Reservoir Project," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(9), pages 3143-3157, July.
    10. Dehghanipour, Amir Hossein & Schoups, Gerrit & Zahabiyoun, Bagher & Babazadeh, Hossein, 2020. "Meeting agricultural and environmental water demand in endorheic irrigated river basins: A simulation-optimization approach applied to the Urmia Lake basin in Iran," Agricultural Water Management, Elsevier, vol. 241(C).
    11. Navid Shenava & Mojtaba Shourian, 2018. "Optimal Reservoir Operation with Water Supply Enhancement and Flood Mitigation Objectives Using an Optimization-Simulation Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(13), pages 4393-4407, October.
    12. Hamidreza Majedi & Hossein Fathian & Alireza Nikbakht-Shahbazi & Narges Zohrabi & Fatemeh Hassani, 2021. "Multi-Objective Optimization of Integrated Surface and Groundwater Resources Under the Clean Development Mechanism," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(8), pages 2685-2704, June.
    13. R. Hadded & I. Nouiri & O. Alshihabi & J. Maßmann & M. Huber & A. Laghouane & H. Yahiaoui & J. Tarhouni, 2013. "A Decision Support System to Manage the Groundwater of the Zeuss Koutine Aquifer Using the WEAP-MODFLOW Framework," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(7), pages 1981-2000, May.
    14. Seyedeh Hadis Moghadam & Parisa-Sadat Ashofteh & Hugo A. Loáiciga, 2022. "Optimal Water Allocation of Surface and Ground Water Resources Under Climate Change with WEAP and IWOA Modeling," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(9), pages 3181-3205, July.
    15. Satiprasad Sahoo & Anirban Dhar & Anupam Debsarkar & Biswajeet Pradhan & Abdullah M. Alamri, 2020. "Future Water Use Planning by Water Evaluation and Planning System Model," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(15), pages 4649-4664, December.
    16. Zohreh Sherafatpour & Abbas Roozbahani & Yousef Hasani, 2019. "Agricultural Water Allocation by Integration of Hydro-Economic Modeling with Bayesian Networks and Random Forest Approaches," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(7), pages 2277-2299, May.
    17. Ali Jalilian & Majeid Heydari & Arash Azari & Saeid Shabanlou, 2022. "Extracting Optimal Rule Curve of Dam Reservoir Base on Stochastic Inflow," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(6), pages 1763-1782, April.
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