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Towards Sustainable Energy Solutions: Evaluating the Impact of Floating PV Systems in Reducing Water Evaporation and Enhancing Energy Production in Northern Cyprus

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  • Youssef Kassem

    (Department of Mechanical Engineering, Engineering Faculty, Near East University, via Mersin 10, Nicosia 99138, Cyprus
    Department of Civil Engineering, Civil and Environmental Engineering Faculty, Near East University, via Mersin 10, Nicosia 99138, Cyprus
    Energy, Environment, and Water Research Center, Near East University, via Mersin 10, Nicosia 99138, Cyprus
    Research Center for Science, Technology, and Engineering (BILTEM), Near East University, via Mersin 10, Nicosia 99138, Cyprus)

  • Hüseyin Gökçekuş

    (Department of Civil Engineering, Civil and Environmental Engineering Faculty, Near East University, via Mersin 10, Nicosia 99138, Cyprus
    Energy, Environment, and Water Research Center, Near East University, via Mersin 10, Nicosia 99138, Cyprus)

  • Rifat Gökçekuş

    (Department of Civil Engineering, Civil and Environmental Engineering Faculty, Near East University, via Mersin 10, Nicosia 99138, Cyprus)

Abstract

Floating photovoltaic systems (FPVSs) are gaining popularity, especially in countries with high population density and abundant solar energy resources. FPVSs provide a variety of advantages, particularly in situations where land is limited. Therefore, the main objective of the study is to evaluate the solar energy potential and investigate the techno-economic perspective of FPVSs at 15 water reservoirs in Northern Cyprus for the first time. Due to the solar radiation variations, solar power generation is uncertain; therefore, precise characterization is required to manage the grid effectively. In this paper, four distribution functions (Johnson SB, pert, Phased Bi-Weibull, and Kumaraswamy) are newly introduced to analyze the characteristics of solar irradiation, expressed by global horizontal irradiation (GHI), at the selected sites. These distribution functions are compared with common distribution functions to assess their suitability. The results demonstrated that the proposed distribution functions, with the exception of Phased Bi-Weibull, outperform the common distribution regarding fitting GHI distribution. Moreover, this work aims to evaluate the effects of floating photovoltaic systems on water evaporation rates at 15 reservoirs. To this aim, five methods were used to estimate the rate of water evaporation based on weather data. Different scenarios of covering the reservoir’s surface with an FPVS were studied and discussed. The findings showed that annual savings at 100% coverage can reach 6.21 × 10 5 m 3 compared to 0 m 3 without PV panels. Finally, technical and economic assessment of FPVSs with various scales, floating assemblies, and PV technologies was conducted to determine the optimal system. The results revealed that a floating structure (North orientation-tilt 6°) and bifacial panels produced the maximum performance for the proposed FPVSs at the selected sites. Consequently, it is observed that the percentage of reduction in electricity production from fossil fuel can be varied from 10.19% to 47.21% at 75% FPV occupancy.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jeners:v:17:y:2024:i:21:p:5300-:d:1506250
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    as
    1. Xiaoying, Liu & Erda, Lin, 2005. "Performance of the Priestley-Taylor equation in the semiarid climate of North China," Agricultural Water Management, Elsevier, vol. 71(1), pages 1-17, January.
    2. Alberto Ghigo & Emilio Faraggiana & Massimo Sirigu & Giuliana Mattiazzo & Giovanni Bracco, 2022. "Design and Analysis of a Floating Photovoltaic System for Offshore Installation: The Case Study of Lampedusa," Energies, MDPI, vol. 15(23), pages 1-30, November.
    3. Kam, Olle Michel & Noël, Stéphane & Ramenah, Harry & Kasser, Pierre & Tanougast, Camel, 2021. "Comparative Weibull distribution methods for reliable global solar irradiance assessment in France areas," Renewable Energy, Elsevier, vol. 165(P1), pages 194-210.
    4. 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).
    5. Fereshtehpour, Mohammad & Javidi Sabbaghian, Reza & Farrokhi, Ali & Jovein, Ehsan Bahrami & Ebrahimi Sarindizaj, Elham, 2021. "Evaluation of factors governing the use of floating solar system: A study on Iran’s important water infrastructures," Renewable Energy, Elsevier, vol. 171(C), pages 1171-1187.
    6. Khaled Obaideen & Abdul Ghani Olabi & Yaser Al Swailmeen & Nabila Shehata & Mohammad Ali Abdelkareem & Abdul Hai Alami & Cristina Rodriguez & Enas Taha Sayed, 2023. "Solar Energy: Applications, Trends Analysis, Bibliometric Analysis and Research Contribution to Sustainable Development Goals (SDGs)," Sustainability, MDPI, vol. 15(2), pages 1-34, January.
    7. Jiang, Zhiqiang & Li, Rongbo & Li, Anqiang & Ji, Changming, 2018. "Runoff forecast uncertainty considered load adjustment model of cascade hydropower stations and its application," Energy, Elsevier, vol. 158(C), pages 693-708.
    8. Ferreira, Miguel Marques & Santos, Júlia Alves & Silva, Lincon Rozendo da & Abrahao, Raphael & Gomes, Flavio da Silva Vitorino & Braz, Helon David Macêdo, 2023. "A new index to evaluate renewable energy potential: A case study on solar, wind and hybrid generation in Northeast Brazil," Renewable Energy, Elsevier, vol. 217(C).
    9. Youcef Ettoumi, F. & Mefti, A. & Adane, A. & Bouroubi, M.Y., 2002. "Statistical analysis of solar measurements in Algeria using beta distributions," Renewable Energy, Elsevier, vol. 26(1), pages 47-67.
    10. Yilmaz, Osman Salih & Ateş, Ali Murat & Gülgen, Fatih, 2023. "A novel approach suggestion for assessing the impact of topographic shading on the estimation of the floating photovoltaic technical potential," Energy, Elsevier, vol. 283(C).
    11. Boduch, Andrzej & Mik, Krzysztof & Castro, Rui & Zawadzki, Paweł, 2022. "Technical and economic assessment of a 1 MWp floating photovoltaic system in Polish conditions," Renewable Energy, Elsevier, vol. 196(C), pages 983-994.
    12. Jerry L. Holechek & Hatim M. E. Geli & Mohammed N. Sawalhah & Raul Valdez, 2022. "A Global Assessment: Can Renewable Energy Replace Fossil Fuels by 2050?," Sustainability, MDPI, vol. 14(8), pages 1-22, April.
    13. Jangwon Suh & Jeffrey R. S. Brownson, 2016. "Solar Farm Suitability Using Geographic Information System Fuzzy Sets and Analytic Hierarchy Processes: Case Study of Ulleung Island, Korea," Energies, MDPI, vol. 9(8), pages 1-24, August.
    14. C.J., Ramanan & Lim, King Hann & Kurnia, Jundika Candra & Roy, Sukanta & Bora, Bhaskor Jyoti & Medhi, Bhaskar Jyoti, 2024. "Towards sustainable power generation: Recent advancements in floating photovoltaic technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 194(C).
    15. Sylvain Delacroix & Sylvain Bourdier & Thomas Soulard & Hashim Elzaabalawy & Polina Vasilenko, 2023. "Experimental Modelling of a Floating Solar Power Plant Array under Wave Forcing," Energies, MDPI, vol. 16(13), pages 1-21, July.
    16. Liu, Xiaoying & Xu, Chunying & Zhong, Xiuli & Li, Yuzhong & Yuan, Xiaohuan & Cao, Jingfeng, 2017. "Comparison of 16 models for reference crop evapotranspiration against weighing lysimeter measurement," Agricultural Water Management, Elsevier, vol. 184(C), pages 145-155.
    17. Tahir, Z.R. & Asim, Muhammad, 2018. "Surface measured solar radiation data and solar energy resource assessment of Pakistan: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2839-2861.
    18. Youssef Kassem & Hüseyin Çamur & Salman Mohammed Awadh Alhuoti, 2020. "Solar Energy Technology for Northern Cyprus: Assessment, Statistical Analysis, and Feasibility Study," Energies, MDPI, vol. 13(4), pages 1-29, February.
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