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A novel approach suggestion for assessing the impact of topographic shading on the estimation of the floating photovoltaic technical potential

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  • Yilmaz, Osman Salih
  • Ateş, Ali Murat
  • Gülgen, Fatih

Abstract

This study presents a novel approach for the implementation of floating photovoltaic (FPV) systems at the Ayvalı hydroelectric power plant (HPP) in Türkiye. The method proposed in this study accounts for dynamic changes in water levels to accurately calculate the shading effects induced by topography. First, the minimum reservoir surface for the FPV system was calculated using remote sensing (RS). The minimum reservoir surface area, which was determined as 504.69 ha using 60 Sentinel-2 satellite images, was calculated using machine learning algorithms on the Google Earth Engine (GEE) platform, support vector machines (SVM) and automatic water extraction index (AWEI). In the second stage, new digital elevation model (DEM) maps were produced by overlapping monthly changes in water height with ALOS PALSAR data and solar analysis was performed on them. An annual global horizontal irradiance (GHI) map was produced using these maps, and it was divided into five classes to emphasize differences in production potential. The results revealed that 1083.45 GWh of electricity can be produced annually by installing FPV in very high and high potential areas. However, as the moderate, low, and very low regions represent only 5.02% of the reservoir surface and there is a 1.68-fold difference in production potential between the highest and lowest areas due to topography-induced shading near the coastline, it was concluded that FPV installation would not be efficient in those regions. This study highlights the significance of incorporating topography-induced shading and emphasizes the importance of employing RS and geographic information system (GIS) techniques to achieve this objective.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:energy:v:283:y:2023:i:c:s036054422301873x
    DOI: 10.1016/j.energy.2023.128479
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    References listed on IDEAS

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    1. Padilha Campos Lopes, Mariana & Nogueira, Tainan & Santos, Alberto José Leandro & Castelo Branco, David & Pouran, Hamid, 2022. "Technical potential of floating photovoltaic systems on artificial water bodies in Brazil," Renewable Energy, Elsevier, vol. 181(C), pages 1023-1033.
    2. Ateş, Ali Murat, 2022. "Unlocking the floating photovoltaic potential of Türkiye's hydroelectric power plants," Renewable Energy, Elsevier, vol. 199(C), pages 1495-1509.
    3. 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.
    4. Lukač, Niko & Seme, Sebastijan & Žlaus, Danijel & Štumberger, Gorazd & Žalik, Borut, 2014. "Buildings roofs photovoltaic potential assessment based on LiDAR (Light Detection And Ranging) data," Energy, Elsevier, vol. 66(C), pages 598-609.
    5. Gastli, Adel & Charabi, Yassine, 2010. "Solar electricity prospects in Oman using GIS-based solar radiation maps," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(2), pages 790-797, February.
    6. Tercan, Emre & Dereli, Mehmet Ali & Saracoglu, Burak Omer, 2022. "Location alternatives generation and elimination of floatovoltaics with virtual power plant designs," Renewable Energy, Elsevier, vol. 193(C), pages 1150-1163.
    7. Gonzalez Sanchez, Rocio & Kougias, Ioannis & Moner-Girona, Magda & Fahl, Fernando & Jäger-Waldau, Arnulf, 2021. "Assessment of floating solar photovoltaics potential in existing hydropower reservoirs in Africa," Renewable Energy, Elsevier, vol. 169(C), pages 687-699.
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