Determination of the installation sites of wind power plants with spatial analysis: A model proposal

Mehmet Kabak; Gözde Taşkınöz

Determination of the installation sites of wind power plants with spatial analysis: A model proposal

Abstract

Energy is an indispensable element in the continuity of life. The rapidly growing world population and increasing demand for energy have led people to seek new sources of energy other than scarce fossil resources. As the need for energy increases, energy production studies are increasing. Energy production is not only made for purposes of profit, but also for the continuity of the energy, the conditions of acquisition, the impact on the environment, etc. Therefore, the trend towards sustainable energy resources is increasing day by day. Wind energy, which is one of the most important renewable energy sources, is considered as a sustainable source that is open to development and development in the field of energy production with an increasing rate. Wind energy is a type of energy suitable for investing in electrical energy production. This study focuses on the selection of the power plant site in the establishment phase, which is one of the most important cost issues in obtaining energy from the wind. The choice of location was made by the use of ArcGIS and an integer programming model. For the wind farm site selection, 11 criteria were determined and alternative four regions which are in Konya province were determined with ArcGIS. The site selection was made by using an integer programming model based on cost minimization within appropriate alternative regions that provide the criteria. According to the model solution the total number of turbines to be installed is sixty-five. Twenty-six of these turbines will be installed in the 1 st region and thirty-nine of these turbines will be installed in the 2nd region.

Keywords

References

[1] Keles, R. and Hamamci, C. (1993). Çevre Politikası. Ankara: Imge Bookstore.
[2] Internet: Renewable energy sources. (2012, April). Republic of Turkey Ministry of Foreign Affairs. URL: http://www.webcitation.org/query?url=http%3A%2F%2Fwww.mfa.gov.tr%2Fyenilenebilir-enerji-kaynaklari.tr.mfa+&date=2019-01-03 Last Accessed on: 03.01.2019
[3] Ari, E.S., Ozkose, H. and Gencer, C. (2017). Mathematical Model for Wind Turbine Type-Site Match of a Wind Power Plant in Turkey Based on Power Maximization. 3rd International Conference on Engineering and Natural Sciences, 3-7/05/2017, Budapest, Hungary.
[4] Ozer, Y. E. (2016). A Comparative Analyse between Turkey and USA, China and European Union about Renewable and Clean Energy. Journal of Social Sciences Institute of Hitit University, 1, 137.
[5] Simsek, N. (2011). Environmental Efficiency and Total Factor Productivity of Turkey: A Comparative Analysis. Ege Academic Review,11(3) 379-396.
[6] Internet: URL: http://www.webcitation.org/query?url=https%3A%2F%2Fwww.setav.org%2Fdunyada-ve-turkiyede-yenilenebilir-enerji%2F&date=2019-01-03 Last Accessed on: 03.01.2019
[7] Internet: Journal of Wind Energy, (2019, July). URL: http://www.webcitation.org/query?url=https%3A%2F%2Fview.publitas.com%2Fp222-1755%2Fruzgar-enerjisi-dergisi-kasim-2018-sayi-24%2F&date=2019-01-04 Last Accessed on: 04.01.2020
[8] Internet: Wind Power Plants. (2017). Enerji Atlası, URL: http://www.webcitation.org/query?url=http%3A%2F%2Fwww.enerjiatlasi.com%2Fruzgar%2F+&date=2019-01-04 Last Accessed on: 04.01.2019

[9] Internet: Energy and Natural Resources Ministry, URL: http://www.webcitation.org/query?url=http%3A%2F%2Fwww.enerji.gov.tr%2Ftr-TR%2FSayfalar%2FElektrik&date=2019-01-04 Last Accessed on: 04.01.2019.
[10] Janke J.R. (2010). Multicriteria GIS modeling of wind and solar farms in Colorado. Renewable Energy, 35(10),2228-2234.
[11] Turkey Wind Energy Association. (2019). Turkey Wind Energy Statistics Report.
[12] Internet: Global Wind Energy Council. http://www.webcitation.org/query?url=http%3A%2F%2Fwww.gwec.net%2Fwp-content%2Fuploads%2Fvip%2FGWEC-Global-Wind-2015-Report_April+2016_22_04.pdf%2F28.12.2016 Last Accessed on: 28.12.2016
[13] Internet: Oxford University Press. (2013). James Blyth. URL: http://www.webcitation.org/query?url=http%3A%2F%2Fwww.oxforddnb.com%2Findex%2F100%2F101100957%2F+&date=2019-01-04. Last Accessed on: 08.02.2017
[14] Wyatt, A. (1989). Electric Power: Challenges and Choices, Toronto: Book Press A Pioneer is Vindicated. (1981, January). Kiplinger's Personal Finance, 35(1), 22-24.
[15] Internet: Costa Head Experimental Wind Turbine. (2012, April). Orkney Sustainable Energy, Web: http://www.orkneywind.co.uk/costa.html Last Accessed on 8 February 2017.
[16] Baban, S.M.J., Parry T.(2000) Developing and applying a GIS-assisted approach to locating wind farms in the UK. Renewable Energy 24(1), 59-71.
[17] Rodman, L.C., Meentemeyer, R.K. (2006). A geographic analysis of wind turbine placement in Northern California. Energy Policy 34 (15), 2137-2149.
[18] Simao, A., Densham P.J. and Haklay, M. (2009). Web-based GIS for collaborative planning and public participation: An application to the strategic planning of wind farm sites. Journal of Environmental Management, 90(6), 2027-2040.
[19] Tegou, L.I., Polatidis, H., Haralambopoulos D.A. (2010). Environmental management framework for wind farm siting: Methodology and case study. Journal of Environmental Management, 91(11), 2134-2147.
[20] Mari, R., Bottai, L., Busillo, C., Calastrini, F., Gozzini, B. and Gualtieri, G. (2011). A GIS-based interactive web decision support system for planning wind farms in Tuscany (Italy). Renewable Energy, 36(2), 754-763.
[21] Yahyai, S.A., Charabi, Y., Gastli A. and Badi, A.A. (2012). Wind farm land suitability indexing using multi-criteria analysis. Renewable Energy, 44, 80-87.
[22] Azizi, A., Malekmohammadi, B., Jafari, H.R., Nasiri, H. and Parsa, V.A. (2014). Land suitability assessment for wind power plant site selection using ANP-DEMATEL in a GIS environment: case study of Ardabil province, Iran. Environmental Monitoring and Assessment, 186(10).
[23] Sagbas, A., Mazmanoglu, A. (2014). Use of Multi Criteria Decision Analysis to Assess Alternative Wind Power Plants. Journal of Engineering Research, 2(1).
[24] Sánchez -Lozano, J.M., García-Cascales, M.S., Lamata, M.T. (2014). Identification and selection of potential sites for onshore wind farms development in Region of Murcia, Spain. Energy, 73, 311-324.
[25] Kallioras, N.A., Lagaros, N.D., Karlaftis, M.G., Pachy, P. (2015). Optimum layout design of onshore wind farms considering stochastic loading. Advances in Engineering Software, 88, 8-20.
[26] Noorollahi, Y., Yousefi, H., Mohammadi, M. (2015). Multi-criteria decision support system for wind farm site selection using GIS. Sustainable Energy Technologies and Assessments, 13, 38-50.
[27] Höfer, T., Sunak, Y., Siddique, H., Madlener, R. (2016). Wind farm siting using a spatial Analytic Hierarchy Process approach: A case study of the Städteregion Aachen, Applied Energy, 163, 222-243.
[28] Sánchez-Lozano, J.M., García-Cascales, M.S., Lamata, M.T. (2016). GIS-based onshore wind farm site selection using Fuzzy Multi-Criteria Decision Making methods. Evaluating the case of Southeastern Spain. Applied Energy, 171, 86-102.
[29] Elibuyuk, U., Yakut, A.K. and Ucgul, I. (2016). Suleyman Demirel University Wind Power Plant Project. YEKARUM e-Journal, 3(2), 22-32.
[30] Aitzhanov, C. (2016). Site Selection Tecnique for Wind Turbine Power Plants Utilizing Geographical Information Systems (GIS) and Analyticcal Hierarchy Process (AHP). Master Thesis, Istanbul Technical University, Institute of Science and Technology. Istanbul.
[31] Matthias Ritter, M. and Deckert, L. (2017). Site assessment, turbine selection, and local feed-in tariffs through the wind energy index. Applied Energy, 185(2), 1087-1099.
[32] Chamanepour, E., Ahmadizadeh, Akbarpour. (2017). Site selection of wind power plant using multi-criteria decision-making methods in GIS: A case study. Computational Ecology and Software, 7(2), 49-64.
[33] Ayodele, T.R., Ogunjuyigbe, A.S.O., Odigie, O. and Munda, J.L. (2018). A multi-criteria GIS based model for wind farm site selection using interval type-2 fuzzy analytic hierarchy process: The case study of Nigeria. Applied Energy, 228 (2018), 1853-1869.
[34] Pambudi, G., and Nananukul, N. (2019). Wind turbine site selection in Indonesia, based on a hierarchical dual data envelopment analysis model. Science Direct, 158(2019), 3290-3295.
[35] Rezaian, S., and Jozi, S.A. (2016). Application of multi criteria decision-making technique in site selection of wind farm – a case study of Northwestern Iran. Journal of the Indian Society of Remote Sensing. 44(5), 3290-3295.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Authors

Mehmet Kabak This is me
0000-0002-8576-5349
Türkiye

Gözde Taşkınöz This is me
0000-0002-1242-6557
Türkiye

Publication Date

March 27, 2020

Submission Date

October 12, 2019

Acceptance Date

February 21, 2020

Published in Issue

Year 2020 Volume: 38 Number: 1

IZ

https://izlik.org/JA28YN57MY

Cite

RIS / Bibtex

APA

Kabak, M., & Taşkınöz, G. (2020). Determination of the installation sites of wind power plants with spatial analysis: A model proposal. Sigma Journal of Engineering and Natural Sciences, 38(1), 441-457. https://izlik.org/JA28YN57MY

AMA

1.Kabak M, Taşkınöz G. Determination of the installation sites of wind power plants with spatial analysis: A model proposal. SIGMA. 2020;38(1):441-457. https://izlik.org/JA28YN57MY

Chicago

Kabak, Mehmet, and Gözde Taşkınöz. 2020. “Determination of the Installation Sites of Wind Power Plants With Spatial Analysis: A Model Proposal”. Sigma Journal of Engineering and Natural Sciences 38 (1): 441-57. https://izlik.org/JA28YN57MY.

EndNote

Kabak M, Taşkınöz G (March 1, 2020) Determination of the installation sites of wind power plants with spatial analysis: A model proposal. Sigma Journal of Engineering and Natural Sciences 38 1 441–457.

IEEE

[1]M. Kabak and G. Taşkınöz, “Determination of the installation sites of wind power plants with spatial analysis: A model proposal”, SIGMA, vol. 38, no. 1, pp. 441–457, Mar. 2020, [Online]. Available: https://izlik.org/JA28YN57MY

ISNAD

Kabak, Mehmet - Taşkınöz, Gözde. “Determination of the Installation Sites of Wind Power Plants With Spatial Analysis: A Model Proposal”. Sigma Journal of Engineering and Natural Sciences 38/1 (March 1, 2020): 441-457. https://izlik.org/JA28YN57MY.

JAMA

1.Kabak M, Taşkınöz G. Determination of the installation sites of wind power plants with spatial analysis: A model proposal. SIGMA. 2020;38:441–457.

MLA

Kabak, Mehmet, and Gözde Taşkınöz. “Determination of the Installation Sites of Wind Power Plants With Spatial Analysis: A Model Proposal”. Sigma Journal of Engineering and Natural Sciences, vol. 38, no. 1, Mar. 2020, pp. 441-57, https://izlik.org/JA28YN57MY.

Vancouver

1.Mehmet Kabak, Gözde Taşkınöz. Determination of the installation sites of wind power plants with spatial analysis: A model proposal. SIGMA [Internet]. 2020 Mar. 1;38(1):441-57. Available from: https://izlik.org/JA28YN57MY