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A mixed-method optimisation and simulation framework for supporting logistical decisions during offshore wind farm installations

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  • Barlow, Euan
  • Tezcaner Öztürk, Diclehan
  • Revie, Matthew
  • Akartunalı, Kerem
  • Day, Alexander H.
  • Boulougouris, Evangelos

Abstract

With a typical investment in excess of £100 million for each project, the installation phase of offshore wind farms (OWFs) is an area where substantial cost-reductions can be achieved; however, to-date there have been relatively few studies exploring this. In this paper, we develop a mixed-method framework which exploits the complementary strengths of two decision-support methods: discrete-event simulation and robust optimisation. The simulation component allows developers to estimate the impact of user-defined asset selections on the likely cost and duration of the full or partial completion of the installation process. The optimisation component provides developers with an installation schedule that is robust to changes in operation durations due to weather uncertainties. The combined framework provides a decision-support tool which enhances the individual capability of both models by feedback channels between the two, and provides a mechanism to address current OWF installation projects. The combined framework, verified and validated by external experts, was applied to an installation case study to illustrate the application of the combined approach. An installation schedule was identified which accounted for seasonal uncertainties and optimised the ordering of activities.

Suggested Citation

  • Barlow, Euan & Tezcaner Öztürk, Diclehan & Revie, Matthew & Akartunalı, Kerem & Day, Alexander H. & Boulougouris, Evangelos, 2018. "A mixed-method optimisation and simulation framework for supporting logistical decisions during offshore wind farm installations," European Journal of Operational Research, Elsevier, vol. 264(3), pages 894-906.
    • Handle: RePEc:eee:ejores:v:264:y:2018:i:3:p:894-906
    DOI: 10.1016/j.ejor.2017.05.043
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    1. Liang Guo & Tian Li & Hongtao Zhang, 2014. "Strategic Information Sharing in Competing Channels," Production and Operations Management, Production and Operations Management Society, vol. 23(10), pages 1719-1731, October.
    2. Jung, Jaesung & Onen, Ahmet & Russell, Kevin & Broadwater, Robert P. & Steffel, Steve & Dinkel, Alex, 2015. "Configurable, Hierarchical, Model-based, Scheduling Control with photovoltaic generators in power distribution circuits," Renewable Energy, Elsevier, vol. 76(C), pages 318-329.
    3. Dimitris Bertsimas & Melvyn Sim, 2004. "The Price of Robustness," Operations Research, INFORMS, vol. 52(1), pages 35-53, February.
    4. Mobini, Mahdi & Sowlati, Taraneh & Sokhansanj, Shahab, 2013. "A simulation model for the design and analysis of wood pellet supply chains," Applied Energy, Elsevier, vol. 111(C), pages 1239-1249.
    5. Ting Li & Robert J. Kauffman & Eric van Heck & Peter Vervest & Benedict G. C. Dellaert, 2014. "Consumer Informedness and Firm Information Strategy," Information Systems Research, INFORMS, vol. 25(2), pages 345-363, June.
    6. Olivier Gu'eant & Jiang Pu & Guillaume Royer, 2013. "Accelerated Share Repurchase: pricing and execution strategy," Papers 1312.5617, arXiv.org, revised Sep 2014.
    7. Herroelen, Willy & Leus, Roel, 2005. "Project scheduling under uncertainty: Survey and research potentials," European Journal of Operational Research, Elsevier, vol. 165(2), pages 289-306, September.
    8. Roland A. Matsouaka & Junlong Li & Tianxi Cai, 2014. "Evaluating marker-guided treatment selection strategies," Biometrics, The International Biometric Society, vol. 70(3), pages 489-499, September.
    9. CGIAR Research Program on Water, Land and Ecosystems (WLE)., 2014. "Gender strategy," IWMI Books, Reports H046341, International Water Management Institute.
    10. Zhuoxin Li & Jason A. Duan, 2014. "Dynamic Strategies for Successful Online Crowdfunding," Working Papers 14-09, NET Institute.
    11. Shyshou, Aliaksandr & Gribkovskaia, Irina & Barceló, Jaume, 2010. "A simulation study of the fleet sizing problem arising in offshore anchor handling operations," European Journal of Operational Research, Elsevier, vol. 203(1), pages 230-240, May.
    12. Ruhet Genç, 2014. "Sustainable Strategies for Destination Management," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 10(3), pages 91-101, June.
    13. CGIAR Research Program on Water, Land and Ecosystems (WLE), 2014. "Gender strategy," IWMI Books, International Water Management Institute, number 208758.
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    Cited by:

    1. Tjaberings, Jorick & Fazi, Stefano & Ursavas, Evrim, 2022. "Evaluating operational strategies for the installation of offshore wind turbine substructures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 170(C).
    2. Chandra Ade Irawan & Graham Wall & Dylan Jones, 2019. "An optimisation model for scheduling the decommissioning of an offshore wind farm," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 41(2), pages 513-548, June.
    3. Maria Giuffrida & Riccardo Mangiaracina & Umar Burki, 2021. "Cloud-Based Booking Platforms in Warehouse Operations," Sustainability, MDPI, vol. 13(20), pages 1-16, October.
    4. Stålhane, Magnus & Halvorsen-Weare, Elin E. & Nonås, Lars Magne & Pantuso, Giovanni, 2019. "Optimizing vessel fleet size and mix to support maintenance operations at offshore wind farms," European Journal of Operational Research, Elsevier, vol. 276(2), pages 495-509.
    5. Stephan Oelker & Aljoscha Sander & Markus Kreutz & Abderrahim Ait-Alla & Michael Freitag, 2021. "Evaluation of the Impact of Weather-Related Limitations on the Installation of Offshore Wind Turbine Towers," Energies, MDPI, vol. 14(13), pages 1-12, June.
    6. Daniel Rippel & Fatemeh Abasian Foroushani & Michael Lütjen & Michael Freitag, 2021. "A Crew Scheduling Model to Incrementally Optimize Workforce Assignments for Offshore Wind Farm Constructions," Energies, MDPI, vol. 14(21), pages 1-21, October.
    7. Lerche, J. & Lorentzen, S. & Enevoldsen, P. & Neve, H.H., 2022. "The impact of COVID -19 on offshore wind project productivity – A case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).

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