Research Article

An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest

Volume: 9 Number: 2 June 30, 2022
EN

An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest

Abstract

Increasing energy demand brings in technical, environmental and economic problems as the production processes evolve. In this parallel, many countries are trying to satisfy the increasing energy demand using renewable energy sources. The scope of this study is to develope a mathematical model and data monitoring-evaluation software for wind and solar renewable energy sources, which can dynamically evaluate meteorological data measurements and make more precise energy harvest estimation with the data obtained. It is aimed to create a web based “Dynamic Wind-Sun Map of Turkey”. Through the developed software; instant data can be analyzed and instantaneous electrical energy values produced from wind and solar energy sources can be calculated. Thus, it can help create a system that allows regional management in energy production and is compatible. Within the scope of the study, a mathematical model expressing the problem was created by using some mathematical optimization methods. The created model was converted into a web-based software. PHP software development platform and MySQL database language were used during the software creation. The software developed within the scope of the study has analogues in the world literature. However, no study has been found in this context in Turkey. Especially since it can use real-time data and includes wind-photovoltaic calculations together, this software distinguishes it from its peers.

Keywords

References

  1. Amiri, B., Gómez-Orellana, A. M., Gutiérrez, P. A., Dizène, R., Hervás-Martínez, C., & Dahmani, K. (2021). A novel approach for global solar irradiation forecasting on tilted plane using Hybrid Evolutionary Neural Networks. Journal of Cleaner Production, 287, 125577. doi:10.1016/j.jclepro.2020.125577
  2. BP (January 2011). Energy Outlook 2030. (Accessed: 22/04/2022) https://www.bp.com/content/dam/bp/ business-sites/en/global/corporate/pdfs/energy-economics/energy-outlook/bp-energy-outlook-2011.pdf
  3. EİGM, General Directorate of Energy Affairs (2022a). Solar Energy Potential Atlas, Güneş Enerjisi Potansiyel Atlası, GEPA. (Accessed: 22/04/2022) https://gepa.enerji.gov.tr/MyCalculator/
  4. EİGM, General Directorate of Energy Affairs (2022b). Turkey Wind Energy Potential, Türkiye Rüzgâr Enerjisi Potansiyeli, REPA. (Accessed: 22/04/2022) https://repa.enerji.gov.tr/REPA/
  5. Fotso, H. R. F., Kazé, C. V. A., & Kenmoé, G. D. (2021). Real-time rolling bearing power loss in wind turbine gearbox modeling and prediction based on calculations and artificial neural network. Tribology International, 163, 107171. doi: 10.1016/j.triboint.2021.107171
  6. Honsberg, C. B., & Bowden, S. G. (2019). Solar Radiation on a Tilted Surface. (Accessed: 27/10/2021) https://www.pveducation.org/pvcdrom/properties-of-sunlight/solar-radiation-on-a-tilted-surface
  7. IEA, International Energy Agency (2020). Global Energy Review 2019. doi:10.1787/90c8c125-en
  8. IEA, International Energy Agency (2021). Electricity Market Report, July 2021. doi:10.1787/f4044a30-en

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Publication Date

June 30, 2022

Submission Date

March 9, 2022

Acceptance Date

June 6, 2022

Published in Issue

Year 2022 Volume: 9 Number: 2

APA
Salmanoğlu, F., & Çetin, N. S. (2022). An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest. Gazi University Journal of Science Part A: Engineering and Innovation, 9(2), 62-78. https://doi.org/10.54287/gujsa.1085005
AMA
1.Salmanoğlu F, Çetin NS. An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest. GU J Sci, Part A. 2022;9(2):62-78. doi:10.54287/gujsa.1085005
Chicago
Salmanoğlu, Fırat, and Numan Sabit Çetin. 2022. “An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest”. Gazi University Journal of Science Part A: Engineering and Innovation 9 (2): 62-78. https://doi.org/10.54287/gujsa.1085005.
EndNote
Salmanoğlu F, Çetin NS (June 1, 2022) An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest. Gazi University Journal of Science Part A: Engineering and Innovation 9 2 62–78.
IEEE
[1]F. Salmanoğlu and N. S. Çetin, “An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest”, GU J Sci, Part A, vol. 9, no. 2, pp. 62–78, June 2022, doi: 10.54287/gujsa.1085005.
ISNAD
Salmanoğlu, Fırat - Çetin, Numan Sabit. “An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest”. Gazi University Journal of Science Part A: Engineering and Innovation 9/2 (June 1, 2022): 62-78. https://doi.org/10.54287/gujsa.1085005.
JAMA
1.Salmanoğlu F, Çetin NS. An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest. GU J Sci, Part A. 2022;9:62–78.
MLA
Salmanoğlu, Fırat, and Numan Sabit Çetin. “An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest”. Gazi University Journal of Science Part A: Engineering and Innovation, vol. 9, no. 2, June 2022, pp. 62-78, doi:10.54287/gujsa.1085005.
Vancouver
1.Fırat Salmanoğlu, Numan Sabit Çetin. An Approach on Developing a Dynamic Wind-Solar Map for Tracking Electricity Production Potential and Energy Harvest. GU J Sci, Part A. 2022 Jun. 1;9(2):62-78. doi:10.54287/gujsa.1085005

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