IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v398y2025ics0306261925011316.html

New robust multi-criteria decision-making method for wind farm location problems

Author

Listed:
  • Karczmarczyk, Artur
  • Wątróbski, Jarosław
  • Bączkiewicz, Aleksandra
  • Mróz-Malik, Oliwia
  • Drożdż, Wojciech

Abstract

Offshore wind farm (OWF) location selection is a complex decision-making task that must balance economic, social, environmental, and technical considerations under uncertainty. This study addresses the siting problem in the Baltic Sea by evaluating seven OWF projects against 30 multidimensional criteria clustered into five domains: Location, Market, Social Benefits, Economic Benefits, and Financial Costs. To navigate the conflicting and uncertain nature of these criteria, we developed RVikor – an extended version of the VIKOR method, along with a comprehensive decision-support framework. The framework incorporates systematic robustness analysis to explore the sensitivity of rankings to changes in decision parameters, including criteria weights, compromise strategies, and expert judgments. Application of RVikor allows to provide not only a baseline ranking of the projects, but also assess the stability and resilience of the obtained results under various scenarios. Further benchmarking of the results against established multi-criteria decision analysis methods such as TOPSIS and PROMETHEE II confirmed the reliability of the proposed approach. The findings reveal meaningful trade-offs: some alternatives consistently perform well across a broad range of assumptions, while others are highly sensitive to particular perspectives or criteria. The ability to flexibly switch between consensus- and veto-oriented strategies further supports decision-makers in aligning results with different sustainability philosophies. Overall, this work demonstrated that incorporating structured robustness analysis enhanced the credibility and interpretability of OWF site selection decisions, leading to more sustainable decisions accounting for uncertainties.

Suggested Citation

  • Karczmarczyk, Artur & Wątróbski, Jarosław & Bączkiewicz, Aleksandra & Mróz-Malik, Oliwia & Drożdż, Wojciech, 2025. "New robust multi-criteria decision-making method for wind farm location problems," Applied Energy, Elsevier, vol. 398(C).
  • Handle: RePEc:eee:appene:v:398:y:2025:i:c:s0306261925011316
    DOI: 10.1016/j.apenergy.2025.126401
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261925011316
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2025.126401?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Wątróbski, Jarosław & Jankowski, Jarosław & Ziemba, Paweł & Karczmarczyk, Artur & Zioło, Magdalena, 2019. "Generalised framework for multi-criteria method selection," Omega, Elsevier, vol. 86(C), pages 107-124.
    2. Xiaochun Luo & Zilong Wang & Liguo Yang & Lin Lu & Song Hu, 2023. "Sustainable supplier selection based on VIKOR with single-valued neutrosophic sets," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-27, September.
    3. A. Oppio & M. Bottero & A. Arcidiacono, 2022. "Assessing urban quality: a proposal for a MCDA evaluation framework," Annals of Operations Research, Springer, vol. 312(2), pages 1427-1444, May.
    4. Wu, Yunna & Liao, Mingjuan & Hu, Mengyao & Lin, Jiawei & Zhou, Jianli & Zhang, Buyuan & Xu, Chuanbo, 2020. "A decision framework of low-speed wind farm projects in hilly areas based on DEMATEL-entropy-TODIM method from the sustainability perspective: A case in China," Energy, Elsevier, vol. 213(C).
    5. Saaty, Thomas L., 2003. "Decision-making with the AHP: Why is the principal eigenvector necessary," European Journal of Operational Research, Elsevier, vol. 145(1), pages 85-91, February.
    6. Sofia Spyridonidou & Dimitra G. Vagiona, 2022. "A comparative analysis of decision-making methods on site suitability for on- and offshore wind farms: the case of regional unit of Euboea, Greece," Circular Economy and Sustainability, Springer, vol. 2(4), pages 1561-1574, December.
    7. Suryawanshi, Pravin & Dutta, Pankaj, 2022. "Optimization models for supply chains under risk, uncertainty, and resilience: A state-of-the-art review and future research directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    8. Abbas Mardani & Edmundas Kazimieras Zavadskas & Kannan Govindan & Aslan Amat Senin & Ahmad Jusoh, 2016. "VIKOR Technique: A Systematic Review of the State of the Art Literature on Methodologies and Applications," Sustainability, MDPI, vol. 8(1), pages 1-38, January.
    9. Valerie Belton & Theodor Stewart, 2010. "Problem Structuring and Multiple Criteria Decision Analysis," International Series in Operations Research & Management Science, in: Matthias Ehrgott & José Rui Figueira & Salvatore Greco (ed.), Trends in Multiple Criteria Decision Analysis, chapter 0, pages 209-239, Springer.
    10. Torkayesh, Ali Ebadi & Rajaeifar, Mohammad Ali & Rostom, Madona & Malmir, Behnam & Yazdani, Morteza & Suh, Sangwon & Heidrich, Oliver, 2022. "Integrating life cycle assessment and multi criteria decision making for sustainable waste management: Key issues and recommendations for future studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    11. Abramic, A. & García Mendoza, A. & Haroun, R., 2021. "Introducing offshore wind energy in the sea space: Canary Islands case study developed under Maritime Spatial Planning principles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    12. Díaz, H. & Guedes Soares, C., 2020. "An integrated GIS approach for site selection of floating offshore wind farms in the Atlantic continental European coastline," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    13. Pereira, Javier & Contreras, Pedro & Morais, Danielle C. & Arroyo-López, Pilar, 2022. "A multi-criteria and stochastic robustness analysis approach to compare nations sustainability," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    14. Sobotka, Anna & Rowicki, Marcin & Badyda, Krzysztof & Sobotka, Piotr, 2021. "Regulatory aspects and electricity production analysis of an offshore wind farm in the Baltic Sea," Renewable Energy, Elsevier, vol. 170(C), pages 315-326.
    15. Manuel Sousa & Maria Fatima Almeida & Rodrigo Calili, 2021. "Multiple Criteria Decision Making for the Achievement of the UN Sustainable Development Goals: A Systematic Literature Review and a Research Agenda," Sustainability, MDPI, vol. 13(8), pages 1-37, April.
    16. Rahim, Sahar & Wang, Zhen & Ju, Ping, 2022. "Overview and applications of Robust optimization in the avant-garde energy grid infrastructure: A systematic review," Applied Energy, Elsevier, vol. 319(C).
    17. Bernard Roy & Roman Slowinski, 2013. "Questions guiding the choice of a multicriteria decision aiding method," Post-Print hal-00874292, HAL.
    18. Tomasz Laskowicz, 2021. "The Perception of Polish Business Stakeholders of the Local Economic Impact of Maritime Spatial Planning Promoting the Development of Offshore Wind Energy," Sustainability, MDPI, vol. 13(12), pages 1-17, June.
    19. Paweł Ziemba & Jarosław Wątróbski & Magdalena Zioło & Artur Karczmarczyk, 2017. "Using the PROSA Method in Offshore Wind Farm Location Problems," Energies, MDPI, vol. 10(11), pages 1-20, November.
    20. Vlachokostas, Ch. & Michailidou, A.V. & Achillas, Ch., 2021. "Multi-Criteria Decision Analysis towards promoting Waste-to-Energy Management Strategies: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    21. Cunden, Tyagaraja S.M. & Doorga, Jay & Lollchund, Michel R. & Rughooputh, Soonil D.D.V., 2020. "Multi-level constraints wind farms siting for a complex terrain in a tropical region using MCDM approach coupled with GIS," Energy, Elsevier, vol. 211(C).
    22. Weronika Kosek & Norbert Chamier-Gliszczynski & Waldemar Woźniak & Roland Jachimowski, 2024. "The Role of Polish Local Ports on the Central Baltic Coast in the Development of Offshore Wind Farms," Energies, MDPI, vol. 17(23), pages 1-17, December.
    23. Weronika Kosek & Waldemar Woźniak & Norbert Chamier-Gliszczynski & Wiesław Staniuk, 2025. "Offshore Wind Farm Supply Chains and Regional Development: The Role of Ports in Economic and Logistical Growth in the Central Baltic Region," Energies, MDPI, vol. 18(10), pages 1-21, May.
    24. Sun, Yanwei & Ai, Hongying & Li, Ying & Wang, Run & Ma, Renfeng, 2024. "Data-driven large-scale spatial planning framework for determining size and location of offshore wind energy development: A case study of China," Applied Energy, Elsevier, vol. 367(C).
    25. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    26. Hassene Aissi & Bernard Roy, 2010. "Robustness in Multi-criteria Decision Aiding," International Series in Operations Research & Management Science, in: Matthias Ehrgott & José Rui Figueira & Salvatore Greco (ed.), Trends in Multiple Criteria Decision Analysis, chapter 0, pages 87-121, Springer.
    27. Ziemba, Paweł, 2022. "Uncertain Multi-Criteria analysis of offshore wind farms projects investments – Case study of the Polish Economic Zone of the Baltic Sea," Applied Energy, Elsevier, vol. 309(C).
    28. Arash Malekian & Ali Azarnivand, 2016. "Application of Integrated Shannon’s Entropy and VIKOR Techniques in Prioritization of Flood Risk in the Shemshak Watershed, Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 409-425, January.
    29. Salvatore Greco & Alessio Ishizaka & Menelaos Tasiou & Gianpiero Torrisi, 2019. "On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 61-94, January.
    30. Kuller, M. & Beutler, P. & Lienert, J., 2023. "Preference change in stakeholder group-decision processes in the public sector: Extent, causes and implications," European Journal of Operational Research, Elsevier, vol. 308(3), pages 1268-1285.
    31. Arash Malekian & Ali Azarnivand, 2016. "Application of Integrated Shannon’s Entropy and VIKOR Techniques in Prioritization of Flood Risk in the Shemshak Watershed, Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 409-425, January.
    32. Serafim Opricovic, 2009. "A Compromise Solution in Water Resources Planning," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(8), pages 1549-1561, June.
    33. Paweł Ziemba, 2020. "Multi-Criteria Stochastic Selection of Electric Vehicles for the Sustainable Development of Local Government and State Administration Units in Poland," Energies, MDPI, vol. 13(23), pages 1-19, November.
    34. Vaz-Patto, Constança M.R.P. & Ferreira, Fernando A.F. & Govindan, Kannan & Ferreira, Neuza C.M.Q.F., 2024. "Rethinking urban quality of life: Unveiling causality links using cognitive mapping, neutrosophic logic and DEMATEL," European Journal of Operational Research, Elsevier, vol. 316(1), pages 310-328.
    35. Singh, Shweta & Upadhyay, Surya Prakash & Powar, Satvasheel, 2022. "Developing an integrated social, economic, environmental, and technical analysis model for sustainable development using hybrid multi-criteria decision making methods," Applied Energy, Elsevier, vol. 308(C).
    36. Magdalena Przewoźniak & Artur Wyrwa & Janusz Zyśk & Maciej Raczyński & Marcin Pluta, 2024. "Conducting a Geographical Information System-Based Multi-Criteria Analysis to Assess the Potential and Location for Offshore Wind Farms in Poland," Energies, MDPI, vol. 17(2), pages 1-21, January.
    37. Xu, Ye & Li, Ye & Zheng, Lijun & Cui, Liang & Li, Sha & Li, Wei & Cai, Yanpeng, 2020. "Site selection of wind farms using GIS and multi-criteria decision making method in Wafangdian, China," Energy, Elsevier, vol. 207(C).
    38. Majidi Nezhad, Meysam & Neshat, Mehdi & Piras, Giuseppe & Astiaso Garcia, Davide, 2022. "Sites exploring prioritisation of offshore wind energy potential and mapping for wind farms installation: Iranian islands case studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    39. Dimitra G. Vagiona & Manos Kamilakis, 2018. "Sustainable Site Selection for Offshore Wind Farms in the South Aegean—Greece," Sustainability, MDPI, vol. 10(3), pages 1-18, March.
    40. Mengran Li & Ye Xu & Junhong Guo & Ye Li & Wei Li, 2020. "Application of a GIS-Based Fuzzy Multi-Criteria Evaluation Approach for Wind Farm Site Selection in China," Energies, MDPI, vol. 13(10), pages 1-19, May.
    41. Jyoti Luhaniwal & Shivi Agarwal & Trilok Mathur, 2025. "Assessment of offshore wind farm site suitability in India using GIS and MCDM methods," Operational Research, Springer, vol. 25(2), pages 1-30, June.
    42. repec:hal:wpaper:hal-00874292 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ziemba, Paweł, 2022. "Uncertain Multi-Criteria analysis of offshore wind farms projects investments – Case study of the Polish Economic Zone of the Baltic Sea," Applied Energy, Elsevier, vol. 309(C).
    2. Wątróbski, Jarosław & Bączkiewicz, Aleksandra & Sałabun, Wojciech, 2022. "New multi-criteria method for evaluation of sustainable RES management," Applied Energy, Elsevier, vol. 324(C).
    3. Cinelli, Marco & Kadziński, Miłosz & Miebs, Grzegorz & Gonzalez, Michael & Słowiński, Roman, 2022. "Recommending multiple criteria decision analysis methods with a new taxonomy-based decision support system," European Journal of Operational Research, Elsevier, vol. 302(2), pages 633-651.
    4. Wabukala, Benard M. & Bergland, Olvar & Mukisa, Nicholas & Adaramola, Muyiwa S. & Watundu, Susan & Orobia, Laura A. & Rudaheranwa, Nichodemus, 2024. "Electricity security in Uganda: Measurement and policy priorities," Utilities Policy, Elsevier, vol. 91(C).
    5. Hugo Díaz & Carlos Guedes Soares, 2021. "A Multi-Criteria Approach to Evaluate Floating Offshore Wind Farms Siting in the Canary Islands (Spain)," Energies, MDPI, vol. 14(4), pages 1-18, February.
    6. Hugo Díaz & C. Guedes Soares, 2022. "Multicriteria Decision Approach to the Design of Floating Wind Farm Export Cables," Energies, MDPI, vol. 15(18), pages 1-18, September.
    7. Cinelli, Marco & Kadziński, Miłosz & Gonzalez, Michael & Słowiński, Roman, 2020. "How to support the application of multiple criteria decision analysis? Let us start with a comprehensive taxonomy," Omega, Elsevier, vol. 96(C).
    8. Díaz, H. & Guedes Soares, C., 2022. "A novel multi-criteria decision-making model to evaluate floating wind farm locations," Renewable Energy, Elsevier, vol. 185(C), pages 431-454.
    9. Nagababu, Garlapati & Puppala, Harish & Pritam, Kocherlakota & Kantipudi, MVV Prasad, 2022. "Two-stage GIS-MCDM based algorithm to identify plausible regions at micro level to install wind farms: A case study of India," Energy, Elsevier, vol. 248(C).
    10. Bartłomiej Kizielewicz & Jarosław Wątróbski & Wojciech Sałabun, 2020. "Identification of Relevant Criteria Set in the MCDA Process—Wind Farm Location Case Study," Energies, MDPI, vol. 13(24), pages 1-40, December.
    11. Giacomo Falcone & Anna Irene De Luca & Teodora Stillitano & Alfio Strano & Giuseppa Romeo & Giovanni Gulisano, 2016. "Assessment of Environmental and Economic Impacts of Vine-Growing Combining Life Cycle Assessment, Life Cycle Costing and Multicriterial Analysis," Sustainability, MDPI, vol. 8(8), pages 1-34, August.
    12. Tingting Li & Dan Zhao & Guiyun Liu & Yuhong Wang, 2022. "How to Evaluate College Students’ Green Innovation Ability—A Method Combining BWM and Modified Fuzzy TOPSIS," Sustainability, MDPI, vol. 14(16), pages 1-17, August.
    13. Alphan, Hakan, 2024. "Incorporating visibility information into multi-criteria decision making (MCDM) for wind turbine deployment," Applied Energy, Elsevier, vol. 353(PB).
    14. Dimitriou, Iason C. & Sarmas, Elissaios & Trachanas, Georgios P. & Marinakis, Vangelis & Doukas, Haris, 2025. "Multi-Criteria GIS-based offshore wind farm site selection: Case study in Greece," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
    15. Díaz, H. & Silva, D. & Bernardo, C. & Guedes Soares, C., 2023. "Micro sitting of floating wind turbines in a wind farm using a multi-criteria framework," Renewable Energy, Elsevier, vol. 204(C), pages 449-474.
    16. Hisham Alidrisi, 2021. "An Innovative Job Evaluation Approach Using the VIKOR Algorithm," JRFM, MDPI, vol. 14(6), pages 1-19, June.
    17. Arash Malekian & Ali Azarnivand, 2016. "Application of Integrated Shannon’s Entropy and VIKOR Techniques in Prioritization of Flood Risk in the Shemshak Watershed, Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 409-425, January.
    18. Pratibha Rani & Arunodaya Raj Mishra & Abbas Mardani & Fausto Cavallaro & Dalia Štreimikienė & Syed Abdul Rehman Khan, 2020. "Pythagorean Fuzzy SWARA–VIKOR Framework for Performance Evaluation of Solar Panel Selection," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    19. José Manuel Cabello & Francisco Ruiz & Blanca Pérez-Gladish, 2021. "An Alternative Aggregation Process for Composite Indexes: An Application to the Heritage Foundation Economic Freedom Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(2), pages 443-467, January.
    20. Agnieszka Konys, 2019. "Green Supplier Selection Criteria: From a Literature Review to a Comprehensive Knowledge Base," Sustainability, MDPI, vol. 11(15), pages 1-41, August.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:398:y:2025:i:c:s0306261925011316. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.