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Floating photovoltaic site selection using fuzzy rough numbers based LAAW and RAFSI model

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  • Deveci, Muhammet
  • Pamucar, Dragan
  • Oguz, Elif

Abstract

This study presents a quantitative methodology for Floating Photovoltaic (FPV) power plant site selection in Turkey using Geographical Information Systems (GIS) and fuzzy sets, which is one of the Multi-Criteria Decision Making (MCDM) methods. In this study, we propose a new hybrid framework which combines fuzzy rough number (FRN) based decision making model including LAAW (Logarithmic Additive Assessment of the Weight coefficients) and RAFSI (Ranking of Alternatives through Functional mapping of criterion subintervals into a Single Interval). The fuzzy rough number is applied for handling the uncertainty and inaccuracy of experts’ opinions in the evaluation process. Firstly, FRN based LAAW method is used to determine the weighting coefficients of the criteria. Secondly, FRN based RAFSI method is used to rank the alternatives. The proposed decision making model is applied to determine feasible site for Floating Photovoltaic (FPV) system in Southern part of Turkey. Out of the five alternative sites, Manavgat - Antalya is concluded to be the most suitable site, and the second-best alternative is Göksun - Karaman. The results show the rationality and applicability of the proposed model.

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  • Deveci, Muhammet & Pamucar, Dragan & Oguz, Elif, 2022. "Floating photovoltaic site selection using fuzzy rough numbers based LAAW and RAFSI model," Applied Energy, Elsevier, vol. 324(C).
    • Handle: RePEc:eee:appene:v:324:y:2022:i:c:s0306261922009047
    DOI: 10.1016/j.apenergy.2022.119597
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    3. Zhi Rao & Zaimin Yang & Xiongping Yang & Jiaming Li & Wenchuan Meng & Zhichu Wei, 2024. "TCN-GRU Based on Attention Mechanism for Solar Irradiance Prediction," Energies, MDPI, vol. 17(22), pages 1-17, November.
    4. Wen, Yi & Lin, Pengzhi, 2024. "Offshore solar photovoltaic potential in the seas around China," Applied Energy, Elsevier, vol. 376(PB).
    5. Wang, Weizhong & Chen, Yu & Wang, Yi & Deveci, Muhammet & Moslem, Sarbast & Coffman, D'Maris, 2024. "Unveiling the implementation barriers to the digital transformation in the energy sector using the Fermatean cubic fuzzy method," Applied Energy, Elsevier, vol. 360(C).
    6. Youssef Kassem & Hüseyin Gökçekuş & Rifat Gökçekuş, 2024. "Towards Sustainable Energy Solutions: Evaluating the Impact of Floating PV Systems in Reducing Water Evaporation and Enhancing Energy Production in Northern Cyprus," Energies, MDPI, vol. 17(21), pages 1-38, October.
    7. Haspolat, Emre & Cicek, Doga Derman & Gokmener, Serkan & Melek, Abiddin Berhan & Deveci, Muhammet & Oguz, Elif, 2024. "Site selection of floating photovoltaic systems on hydropower reservoirs using fuzzy sine trigonometric decision-making model: Turkey as a case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 206(C).

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