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Site selection of floating photovoltaic systems on hydropower reservoirs using fuzzy sine trigonometric decision-making model: Turkey as a case study

Author

Listed:
  • Haspolat, Emre
  • Cicek, Doga Derman
  • Gokmener, Serkan
  • Melek, Abiddin Berhan
  • Deveci, Muhammet
  • Oguz, Elif

Abstract

Floating photovoltaic systems are a promising option for renewable energy by mitigating the drawbacks of land-based photovoltaic systems. However, renewable energy systems are designed in a site-specific way, therefore, the performance of renewable energy alternatives substantially depends on the selected site characteristics. In this study, a comprehensive assessment was performed to identify the optimal hydroelectric power plant reservoir for floating photovoltaic system deployment in Turkey using the Geographical Information System and Multi-Criteria Decision Making method. A two-staged methodology was used to evaluate the results of questionnaires including several expert opinions. In the first stage, a nonlinear fuzzy Aczel-Alsina functions based Ordinal Priority Approach method was employed to weigh the fourteen sub-criteria based on technical, environmental, economic and social considerations. In the second stage, fuzzy sine Trigonometric based Additive Ratio Assessment method was used to rank the fifteen hydroelectric power plant reservoirs all across Turkey. Despite the global horizontal irradiation being the most important criterion, Sarıyar hydroelectric power plant reservoir, with one of the lowest global horizontal irradiation values among alternatives, was determined as the most suitable dam reservoir for floating photovoltaic installation in Turkey. Therefore, the findings of this study highlight the importance of comprehensive analysis that considers the several assessment criteria from fundamental aspects to achieve reliable site selection for floating photovoltaic systems.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:rensus:v:206:y:2024:i:c:s1364032124005562
    DOI: 10.1016/j.rser.2024.114830
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    1. Kakoulaki, G. & Gonzalez Sanchez, R. & Gracia Amillo, A. & Szabo, S. & De Felice, M. & Farinosi, F. & De Felice, L. & Bisselink, B. & Seliger, R. & Kougias, I. & Jaeger-Waldau, A., 2023. "Benefits of pairing floating solar photovoltaics with hydropower reservoirs in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
    2. Sika Gadzanku & Heather Mirletz & Nathan Lee & Jennifer Daw & Adam Warren, 2021. "Benefits and Critical Knowledge Gaps in Determining the Role of Floating Photovoltaics in the Energy-Water-Food Nexus," Sustainability, MDPI, vol. 13(8), pages 1-17, April.
    3. Adimas Pradityo Sukarso & Kyung Nam Kim, 2020. "Cooling Effect on the Floating Solar PV: Performance and Economic Analysis on the Case of West Java Province in Indonesia," Energies, MDPI, vol. 13(9), pages 1-16, April.
    4. Sulaeman, Samer & Brown, Erik & Quispe-Abad, Raul & Müller, Norbert, 2021. "Floating PV system as an alternative pathway to the amazon dam underproduction," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    5. Dincer, Ibrahim, 2000. "Renewable energy and sustainable development: a crucial review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 4(2), pages 157-175, June.
    6. Noorollahi, Younes & Ghenaatpisheh Senani, Ali & Fadaei, Ahmad & Simaee, Mobina & Moltames, Rahim, 2022. "A framework for GIS-based site selection and technical potential evaluation of PV solar farm using Fuzzy-Boolean logic and AHP multi-criteria decision-making approach," Renewable Energy, Elsevier, vol. 186(C), pages 89-104.
    7. Sahu, Alok & Yadav, Neha & Sudhakar, K., 2016. "Floating photovoltaic power plant: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 815-824.
    8. Sultan Al-Shammari & Wonsuk Ko & Essam A. Al Ammar & Majed A. Alotaibi & Hyeong-Jin Choi, 2021. "Optimal Decision-Making in Photovoltaic System Selection in Saudi Arabia," Energies, MDPI, vol. 14(2), pages 1-18, January.
    9. Vidović, V. & Krajačić, G. & Matak, N. & Stunjek, G. & Mimica, M., 2023. "Review of the potentials for implementation of floating solar panels on lakes and water reservoirs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    10. Lee, Nathan & Grunwald, Ursula & Rosenlieb, Evan & Mirletz, Heather & Aznar, Alexandra & Spencer, Robert & Cox, Sadie, 2020. "Hybrid floating solar photovoltaics-hydropower systems: Benefits and global assessment of technical potential," Renewable Energy, Elsevier, vol. 162(C), pages 1415-1427.
    11. Senkal, Ozan & Kuleli, Tuncay, 2009. "Estimation of solar radiation over Turkey using artificial neural network and satellite data," Applied Energy, Elsevier, vol. 86(7-8), pages 1222-1228, July.
    12. Jun, Dong & Tian-tian, Feng & Yi-sheng, Yang & Yu, Ma, 2014. "Macro-site selection of wind/solar hybrid power station based on ELECTRE-II," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 194-204.
    13. Pouran, Hamid & Padilha Campos Lopes, Mariana & Ziar, Hesan & Alves Castelo Branco, David & Sheng, Yong, 2022. "Evaluating floating photovoltaics (FPVs) potential in providing clean energy and supporting agricultural growth in Vietnam," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    14. Exley, G. & Hernandez, R.R. & Page, T. & Chipps, M. & Gambro, S. & Hersey, M. & Lake, R. & Zoannou, K.-S. & Armstrong, A., 2021. "Scientific and stakeholder evidence-based assessment: Ecosystem response to floating solar photovoltaics and implications for sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    15. Al Garni, Hassan Z. & Awasthi, Anjali, 2017. "Solar PV power plant site selection using a GIS-AHP based approach with application in Saudi Arabia," Applied Energy, Elsevier, vol. 206(C), pages 1225-1240.
    16. 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).
    17. Nobre, Regina & Boulêtreau, Stéphanie & Colas, Fanny & Azemar, Frederic & Tudesque, Loïc & Parthuisot, Nathalie & Favriou, Pierre & Cucherousset, Julien, 2023. "Potential ecological impacts of floating photovoltaics on lake biodiversity and ecosystem functioning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    18. Thomas Huld & Ana M. Gracia Amillo, 2015. "Estimating PV Module Performance over Large Geographical Regions: The Role of Irradiance, Air Temperature, Wind Speed and Solar Spectrum," Energies, MDPI, vol. 8(6), pages 1-23, June.
    19. Hossein Yousefi & Hamed Hafeznia & Amin Yousefi-Sahzabi, 2018. "Spatial Site Selection for Solar Power Plants Using a GIS-Based Boolean-Fuzzy Logic Model: A Case Study of Markazi Province, Iran," Energies, MDPI, vol. 11(7), pages 1-18, June.
    20. Ehsan Noorollahi & Dawud Fadai & Mohsen Akbarpour Shirazi & Seyed Hassan Ghodsipour, 2016. "Land Suitability Analysis for Solar Farms Exploitation Using GIS and Fuzzy Analytic Hierarchy Process (FAHP)—A Case Study of Iran," Energies, MDPI, vol. 9(8), pages 1-24, August.
    21. Vasileiou, Margarita & Loukogeorgaki, Eva & Vagiona, Dimitra G., 2017. "GIS-based multi-criteria decision analysis for site selection of hybrid offshore wind and wave energy systems in Greece," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 745-757.
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