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Using spatial elimination and ranking methods in the renewable energy investment parcel search process

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  • Bobrowski, Jakub
  • Łaska, Grażyna

Abstract

The study presents a framework for an elimination algorithm aimed at determining potential investment locations for photovoltaic farms in three separate counties located in northeastern Poland. The research focuses on identifying environmental and economic criteria for solar farm locations, establishing boundary values, and discussing the outcomes of multi-criteria decision support using the Boolean method and Borda ranking methods. Through the amalgamation of the elimination algorithm and a multi-criteria decision-making model, ten different location variants were derived, ranging from the best (Variant 1) to the worst (Variant 10), out of a total of 1024 variants. The results highlight five critical criteria that persisted after the elimination algorithm: distance from medium voltage lines, distance from roads, parcel shape, average parcel width, and average slope. The analysis revealed that the analysed counties have between 150 and 1336 optimal locations (depending on the analysed area) that satisfy all the specified conditions. This method, which enables the swift and reproducible identification of suitable areas for photovoltaic farm construction, can be applied in various European regions.

Suggested Citation

  • Bobrowski, Jakub & Łaska, Grażyna, 2023. "Using spatial elimination and ranking methods in the renewable energy investment parcel search process," Energy, Elsevier, vol. 285(C).
    • Handle: RePEc:eee:energy:v:285:y:2023:i:c:s0360544223029110
    DOI: 10.1016/j.energy.2023.129517
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    as
    1. Janke, Jason R., 2010. "Multicriteria GIS modeling of wind and solar farms in Colorado," Renewable Energy, Elsevier, vol. 35(10), pages 2228-2234.
    2. Santos, Maria João & Ferreira, Paula & Araújo, Madalena, 2016. "A methodology to incorporate risk and uncertainty in electricity power planning," Energy, Elsevier, vol. 115(P2), pages 1400-1411.
    3. Meryem Tahri & Mustapha Hakdaoui & Mohamed Maanan, 2015. "The evaluation of solar farm locations applying Geographic Information System and Multi-Criteria Decision-Making methods: Case study in southern Morocco," Post-Print hal-01185533, HAL.
    4. Amanda Farthing & Michael Carbajales-Dale & Scott Mason & Patricia Carbajales-Dale & Palak Matta, 2016. "Utility-Scale Solar PV in South Carolina: Analysis of Suitable Lands and Geographical Potential," Biophysical Economics and Resource Quality, Springer, vol. 1(2), pages 1-15, December.
    5. Hrnčić, Boris & Pfeifer, Antun & Jurić, Filip & Duić, Neven & Ivanović, Vladan & Vušanović, Igor, 2021. "Different investment dynamics in energy transition towards a 100% renewable energy system," Energy, Elsevier, vol. 237(C).
    6. Artur Amsharuk & Grażyna Łaska, 2022. "A Review: Existing Methods for Solving Spatial Planning Problems for Wind Turbines in Poland," Energies, MDPI, vol. 15(23), pages 1-20, November.
    7. Tahri, Meryem & Hakdaoui, Mustapha & Maanan, Mohamed, 2015. "The evaluation of solar farm locations applying Geographic Information System and Multi-Criteria Decision-Making methods: Case study in southern Morocco," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1354-1362.
    8. Sánchez-Lozano, Juan M. & Teruel-Solano, Jerónimo & Soto-Elvira, Pedro L. & Socorro García-Cascales, M., 2013. "Geographical Information Systems (GIS) and Multi-Criteria Decision Making (MCDM) methods for the evaluation of solar farms locations: Case study in south-eastern Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 544-556.
    9. Kozlova, Mariia & Collan, Mikael, 2020. "Renewable energy investment attractiveness: Enabling multi-criteria cross-regional analysis from the investors’ perspective," Renewable Energy, Elsevier, vol. 150(C), pages 382-400.
    10. Cartelle Barros, Juan José & Lara Coira, Manuel & de la Cruz López, María Pilar & del Caño Gochi, Alfredo & Soares, Isabel, 2020. "Probabilistic multicriteria environmental assessment of power plants: A global approach," Applied Energy, Elsevier, vol. 260(C).
    11. Luz, Thiago & Moura, Pedro & de Almeida, Aníbal, 2018. "Multi-objective power generation expansion planning with high penetration of renewables," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2637-2643.
    12. Kenneth J. Arrow & Herve Raynaud, 1986. "Social Choice and Multicriterion Decision-Making," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262511754, April.
    13. Saari, Donald G, 1990. "Susceptibility to Manipulation," Public Choice, Springer, vol. 64(1), pages 21-41, January.
    14. Jyrki Wallenius & James S. Dyer & Peter C. Fishburn & Ralph E. Steuer & Stanley Zionts & Kalyanmoy Deb, 2008. "Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead," Management Science, INFORMS, vol. 54(7), pages 1336-1349, July.
    15. Konstantinos, Ioannou & Georgios, Tsantopoulos & Garyfalos, Arabatzis, 2019. "A Decision Support System methodology for selecting wind farm installation locations using AHP and TOPSIS: Case study in Eastern Macedonia and Thrace region, Greece," Energy Policy, Elsevier, vol. 132(C), pages 232-246.
    16. Dowding, Keith & Van Hees, Martin, 2008. "In Praise of Manipulation," British Journal of Political Science, Cambridge University Press, vol. 38(1), pages 1-15, January.
    17. Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
    18. Sotiropoulou, Kalliopi F. & Vavatsikos, Athanasios P., 2021. "Onshore wind farms GIS-Assisted suitability analysis using PROMETHEE II," Energy Policy, Elsevier, vol. 158(C).
    19. Sun, Yan-wei & Hof, Angela & Wang, Run & Liu, Jian & Lin, Yan-jie & Yang, De-wei, 2013. "GIS-based approach for potential analysis of solar PV generation at the regional scale: A case study of Fujian Province," Energy Policy, Elsevier, vol. 58(C), pages 248-259.
    20. Campos-Guzmán, Verónica & García-Cáscales, M. Socorro & Espinosa, Nieves & Urbina, Antonio, 2019. "Life Cycle Analysis with Multi-Criteria Decision Making: A review of approaches for the sustainability evaluation of renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 343-366.
    21. Zoghi, Mahmood & Houshang Ehsani, Amir & Sadat, Mahdis & javad Amiri, Mohammad & Karimi, Sepideh, 2017. "Optimization solar site selection by fuzzy logic model and weighted linear combination method in arid and semi-arid region: A case study Isfahan-IRAN," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P2), pages 986-996.
    22. Haurant, P. & Oberti, P. & Muselli, M., 2011. "Multicriteria selection aiding related to photovoltaic plants on farming fields on Corsica island: A real case study using the ELECTRE outranking framework," Energy Policy, Elsevier, vol. 39(2), pages 676-688, February.
    23. Anna Maria Kowalczyk & Szymon Czyża, 2022. "Optimising Photovoltaic Farm Location Using a Capabilities Matrix and GIS," Energies, MDPI, vol. 15(18), pages 1-32, September.
    24. Sabo, Mahmoud Lurwan & Mariun, Norman & Hizam, Hashim & Mohd Radzi, Mohd Amran & Zakaria, Azmi, 2016. "Spatial energy predictions from large-scale photovoltaic power plants located in optimal sites and connected to a smart grid in Peninsular Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 79-94.
    25. Ali, Usman & Shamsi, Mohammad Haris & Bohacek, Mark & Purcell, Karl & Hoare, Cathal & Mangina, Eleni & O’Donnell, James, 2020. "A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making," Applied Energy, Elsevier, vol. 279(C).
    26. Gaete-Morales, Carlos & Gallego-Schmid, Alejandro & Stamford, Laurence & Azapagic, Adisa, 2019. "A novel framework for development and optimisation of future electricity scenarios with high penetration of renewables and storage," Applied Energy, Elsevier, vol. 250(C), pages 1657-1672.
    27. Gaete-Morales, Carlos & Gallego-Schmid, Alejandro & Stamford, Laurence & Azapagic, Adisa, 2019. "A novel framework for development and optimisation of future electricity scenarios with high penetration of renewables and storage," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 250, pages 1657-1672.
    28. Pedersen, Tim T. & Victoria, Marta & Rasmussen, Morten G. & Andresen, Gorm B., 2021. "Modeling all alternative solutions for highly renewable energy systems," Energy, Elsevier, vol. 234(C).
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