Prediction of the solar photovoltaic potential for electricity generation in Turkey

  • K. Kaygusuz Karadeniz Technical University
Keywords: solar energy, solar radiation, geographically weighted regression

Abstract

Global warming, environmental pollution and energy crises lead researchers to obtain energy in a cheap and clean way. Solar energy, which is one of the renewable energy sources, has gained great importance in the developed countries in terms of having almost no adverse impact to the environment. In addition to providing a significant part of the world's energy needs, solar energy does not consume natural resources and does not cause gas emissions such as CO2 to the air. Solar energy technologies offer a clean, renewable and domestic energy source, and are essential components of a sustainable energy in the future. Proper and adequate information on solar radiation and its components at a given location is very essential in the design of solar energy systems. Due to Turkey’s location, solar energy potential is abundantly available. Consequently, it is worth to examine and conduct research on the solar energy source. The aim of this study is to predict the solar power capacity for electricity generation by using Geographically Weighted Regression (GWR) analysis method. According to model result, the southern and southeast regions of Turkey has over 1600 kWh/m2.yr radiation potential and is considered as optimum surface area for the solar PV installation. This study also shows that there is a lot of solar energy potential in Turkey for solar thermal heating/cooling, solar PV and solar CSP for electricity generation.

Author Biography

K. Kaygusuz, Karadeniz Technical University

Department of Chemistry

References

[1] Erdil, A., Erbıyık, H. Renewable energy sources of Turkey and assessment of sustainability. Procedia - Social and Behavioral Sciences 2015; 207: 669-679.
[2] Sensoy, S., Ulupınar, Y., Demircan, M., Alan, I., Akyürek, Z., Bostan, PA. Modeling solar energy potential in Turkey. pp. 1-10, BALWOIS 2010, Ohrid, Republic of Macedonia, 25-29 May 2010.
[3] Pacesila, M., Burcea, SG., Colesca, SE. Analysis of renewable energies in European Union. Renewable and Sustainable Energy Reviews 2016; 56: 156–170.
[4] Sensoy, S., Coşkun, M., Demircan, M., Darende, V., Akyürek, Z., Turkoğlu, N., Ciçek, I. Modeling solar energy potential in Turkey by using GWR. pp. 78-88, Solar Konferans ve Sergisi “SOLAR TR2016”, 06-08 Aralık 2016, İstanbul.
[5] Türkiyenin Enerji Atlası. Available from www.enerjiatlasi.com/(accessed on 4 Jun 2019).
[6] Ho, D.T., Frunt, J., Myrzik, J.M.A. (2009). Photovoltaic energy in power market. In: IEEE energy market 6th international conference on the European; p. 1–5.
[7] Kabir, E., Kumar, P., Kumar, S., Adelodun, AA., Kim, K. Solar energy: Potential and future prospects. Renewable and Sustainable Energy Reviews 2018; 82: 894-900.
[8] Renewable Energy Policy Network for the 21st Century (Ren21). Renewables 2018 Global Status Report. 〈http://www.ren21.net/(Accessed 16 August 2019]
[9] Perez, R. and Perez, M. (2009): A fundamental look at energy reserves for the planet. The International Energy Agency SHC Program Solar Update, Vol. 50, pp. 2-3, April 2009.
[10] World net electricity generation from renewable power by fuel, 2012–40: 2012: U.S. Energy Information Administration (EIA), International Energy Statistics Database (as of May 2015), www.eia.gov/ies.
[11] IEA, International Energy Agency. Solar PV Tracking Clean Energy Progress 2019. OECD/IEA, Paris, 2019. https://www.iea.org/tcep/(accessed on 20 July 2019).
[12] Share of Renewable Energy Power in Japan, 2018 (Preliminary Report). Source: ISEP based on data of METI. https://www.isep.or.jp/en/717/
[13] Burger, B. Net Public Electricity Generation in Germany in 2018. Fraunhofer Institute for Solar Energy Systems ISE. www.ise.fraunhofer.de/(accessed 15.12.2019)
[14] Photovoltaic report Prepared by Fraunhofer Institute for Solar Energy Systems, ISE with support of PSE GmbH Freiburg, 14 November 2019. www.ise.fraunhofer.de
[15] Electric Power Monthly (2019). U.S. Energy Information Administration (EIA), Retrieved from https://www.eia.gov/electricity/(accessed 14.12.2019).
[16] US Solar Market Grows 95% in 2016, Smashes Records, Munsel, M., Greentech Media (GTM), Retrieved from, https://www.greentechmedia.com/(accessed 17 Jun 2017).
[17] Kaygusuz, K., Coskun-Avcı, A. Potential and utilization of solar energy policies in Turkey. Journal of Engineering Research and Applied Science 2019; 8(1): 1087-1098.
[18] Kaygusuz, K., Ayhan, T. Analysis of solar radiation data for Trabzon, Turkey. Energy Conversion and Management 1999; 40: 545-556.
[19] Invest in Turkey, (2018) Turkey’s Renewable Energy Market and Investment Opportunities. Retrieved from; http://v1.invest.gov.tr/tr-TR/infocenter/publications/.
[20] Asker, M. (2012), Solar Energy Potential of Turkey, [PDF document]. Retrieved from; https://pdfs.semanticscholar.org/11c7/87845513097ca6aedfbfe7ddb66216e47f8c.pdf.
[21] Bellini, E. Turkey expected to reach 14 GW of solar in 2023, PV Magazine (2018), https://www.pv-magazine.com/2018/(accessed 14 December 2019)
[22] Eurostat, (2017). Primary production of renewable energy by type, Retrieved from http://ec.europa.eu/eurostat/data/database(accessed 24 December 2019).
Published
2020-01-21
How to Cite
Kaygusuz, K. (2020). Prediction of the solar photovoltaic potential for electricity generation in Turkey . Journal of Engineering Research and Applied Science, 8(2), 1271-1278. Retrieved from http://www.journaleras.com/index.php/jeras/article/view/182
Section
Articles

Most read articles by the same author(s)

1 2 3 4 5 > >>