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Investigation of wind speed cooling effect on PV panels in windy locations

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  • Gökmen, Nuri
  • Hu, Weihao
  • Hou, Peng
  • Chen, Zhe
  • Sera, Dezso
  • Spataru, Sergiu

Abstract

Environmental concerns have considerably increased the penetration of renewable energy sources in the electricity grid. Especially, the quick rise of photovoltaic (PV) installations aroused more research interests in efficiency improvement during the recent years. Even one percent more gain is of crucial importance for sustainable energy development, potential impacts of some parameters as wind speed has not been taken into account broadly in PV systems yet. This paper is intended to help project planners to accurately estimate true potential of the PV plants especially in windy locations by taking into account generally underestimated wind speed cooling effect. Firstly, optimum tilt angle variations have been investigated and secondly yearly energy comparisons are made for cases with and without considering wind speed. A more accurate mathematical model is given to estimate yearly energy gain especially in the planning stage. Particle swarm optimization (PSO) algorithm is used to find optimum tilt angles for several time intervals. Results are given in detail through a case study in a windy northern European city, Aalborg, Denmark. The presented methodology can also easily be applied to other systems located around the world.

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  • Gökmen, Nuri & Hu, Weihao & Hou, Peng & Chen, Zhe & Sera, Dezso & Spataru, Sergiu, 2016. "Investigation of wind speed cooling effect on PV panels in windy locations," Renewable Energy, Elsevier, vol. 90(C), pages 283-290.
  • Handle: RePEc:eee:renene:v:90:y:2016:i:c:p:283-290
    DOI: 10.1016/j.renene.2016.01.017
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    1. Khatib, Tamer & Mohamed, Azah & Sopian, K., 2012. "A review of solar energy modeling techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2864-2869.
    2. Gangnes, Byron S. & Ma, Alyson C. & Van Assche, Ari, 2014. "Global value chains and trade elasticities," Economics Letters, Elsevier, vol. 124(3), pages 482-486.
    3. Yakup, Mohd Azmi bin Hj Mohd & Malik, A.Q, 2001. "Optimum tilt angle and orientation for solar collector in Brunei Darussalam," Renewable Energy, Elsevier, vol. 24(2), pages 223-234.
    4. Benghanem, M., 2011. "Optimization of tilt angle for solar panel: Case study for Madinah, Saudi Arabia," Applied Energy, Elsevier, vol. 88(4), pages 1427-1433, April.
    5. Rowlands, Ian H. & Kemery, Briana Paige & Beausoleil-Morrison, Ian, 2011. "Optimal solar-PV tilt angle and azimuth: An Ontario (Canada) case-study," Energy Policy, Elsevier, vol. 39(3), pages 1397-1409, March.
    6. Yadav, Amit Kumar & Chandel, S.S., 2013. "Tilt angle optimization to maximize incident solar radiation: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 503-513.
    7. Lave, Matthew & Kleissl, Jan, 2011. "Optimum fixed orientations and benefits of tracking for capturing solar radiation in the continental United States," Renewable Energy, Elsevier, vol. 36(3), pages 1145-1152.
    8. Khalil, Samy A. & Shaffie, A.M., 2013. "A comparative study of total, direct and diffuse solar irradiance by using different models on horizontal and inclined surfaces for Cairo, Egypt," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 853-863.
    9. Armstrong, S. & Hurley, W.G., 2010. "A new methodology to optimise solar energy extraction under cloudy conditions," Renewable Energy, Elsevier, vol. 35(4), pages 780-787.
    10. Kaldellis, John K. & Kapsali, Marina & Kavadias, Kosmas A., 2014. "Temperature and wind speed impact on the efficiency of PV installations. Experience obtained from outdoor measurements in Greece," Renewable Energy, Elsevier, vol. 66(C), pages 612-624.
    11. Kaldellis, John & Kavadias, Kosmas & Zafirakis, Dimitrios, 2012. "Experimental validation of the optimum photovoltaic panels' tilt angle for remote consumers," Renewable Energy, Elsevier, vol. 46(C), pages 179-191.
    12. Ma, Lin & Ruzic, Dimitrije, 2020. "Globalization and top income shares," Journal of International Economics, Elsevier, vol. 125(C).
    13. Bakirci, Kadir, 2012. "General models for optimum tilt angles of solar panels: Turkey case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 6149-6159.
    Full references (including those not matched with items on IDEAS)

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    16. Wang, Zhaohua & Li, Yi & Wang, Ke & Huang, Zhimin, 2017. "Environment-adjusted operational performance evaluation of solar photovoltaic power plants: A three stage efficiency analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 1153-1162.
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    19. Santhakumari, Manju & Sagar, Netramani, 2019. "A review of the environmental factors degrading the performance of silicon wafer-based photovoltaic modules: Failure detection methods and essential mitigation techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 83-100.
    20. Sharma, Manoj Kumar & Bhattacharya, Jishnu, 2020. "A novel stationary concentrator to enhance solar intensity with absorber-only single axis tracking," Renewable Energy, Elsevier, vol. 154(C), pages 976-985.
    21. Shiravi, Amir Hossein & Firoozzadeh, Mohammad & Lotfi, Marzieh, 2022. "Experimental study on the effects of air blowing and irradiance intensity on the performance of photovoltaic modules, using Central Composite Design," Energy, Elsevier, vol. 238(PA).
    22. Sungha Yoon & Jintae Park & Chaeyoung Lee & Sangkwon Kim & Yongho Choi & Soobin Kwak & Hyundong Kim & Junseok Kim, 2023. "Optimal Orientation of Solar Panels for Multi-Apartment Buildings," Mathematics, MDPI, vol. 11(4), pages 1-16, February.
    23. Ceylan, İlhan & Yilmaz, Sezayi & İnanç, Özgür & Ergün, Alper & Gürel, Ali Etem & Acar, Bahadır & İlker Aksu, Ali, 2019. "Determination of the heat transfer coefficient of PV panels," Energy, Elsevier, vol. 175(C), pages 978-985.
    24. Bustos, Cristian & Watts, David & Ayala, Marysol, 2017. "Financial risk reduction in photovoltaic projects through ocean-atmospheric oscillations modeling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 548-568.

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