Research Article

DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH

Number: 051 December 31, 2022
EN

DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH

Abstract

In this study, solar energy potential of south region of Turkey was assessed statistically by using the Solar Energy Potential Map of Turkey data for one year. A new model was developed by using rational approach for global solar radiation (SR) estimation. Calculations was performed in Matlab program. To demonstrate the efficiency of new model the four different statistical indicators were used. The obtained results reveal that the new proposed model give very appropriate results for SR estimation for mentioned region.

Keywords

Thanks

This research received no specific grants from any funding agency in public, commercial or non-profit sectors.

References

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  2. [2] Kaplan, A. G., and Kaplan, Y. A., (2020). Developing of the new models in solar radiation estimation with curve fitting based on moving least-squares approximation. Renewable Energy, 146, 2462-2471.
  3. [3] Kaplan, Y. A., (2018). A new model for predicting the global solar radiation. Environmental Progress & Sustainable Energy, 37, 870-880.
  4. [4] Zhou, Y., Liu, Y., Wang, D., Liu, X., and Wang, Y. (2021). A review on global solar radiation prediction with machine learning models in a comprehensive perspective. Energy Conversion and Management, 235, 113960.
  5. [5] Mustafa, J., Alqaed, S., Almehmadi, F. A., and Jamil, B. (2022). Development and comparison of parametric models to predict global solar radiation: a case study for the southern region of Saudi Arabia. Journal of Thermal Analysis and Calorimetry, 147, 9559–9589.
  6. [6] Solar Energy Maps of Turkey, https://gepa.enerji.gov.tr/MyCalculator/, (acces date: December 2022)
  7. [7] Zang, H., Cheng, L., Ding, T., Cheung, K. W., Wang, M., Wei, Z., and Sun, G. (2019). Estimation and validation of daily global solar radiation by day of the year-based models for different climates in China. Renewable Energy, 135, 984-1003.
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Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

December 31, 2022

Submission Date

October 30, 2022

Acceptance Date

November 24, 2022

Published in Issue

Year 2022 Number: 051

APA
Kaplan, A. G. (2022). DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH. Journal of Scientific Reports-A, 051, 230-239. https://izlik.org/JA74DZ57AX
AMA
1.Kaplan AG. DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH. JSR-A. 2022;(051):230-239. https://izlik.org/JA74DZ57AX
Chicago
Kaplan, Ayşe Gül. 2022. “DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH”. Journal of Scientific Reports-A, nos. 051: 230-39. https://izlik.org/JA74DZ57AX.
EndNote
Kaplan AG (December 1, 2022) DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH. Journal of Scientific Reports-A 051 230–239.
IEEE
[1]A. G. Kaplan, “DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH”, JSR-A, no. 051, pp. 230–239, Dec. 2022, [Online]. Available: https://izlik.org/JA74DZ57AX
ISNAD
Kaplan, Ayşe Gül. “DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH”. Journal of Scientific Reports-A. 051 (December 1, 2022): 230-239. https://izlik.org/JA74DZ57AX.
JAMA
1.Kaplan AG. DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH. JSR-A. 2022;:230–239.
MLA
Kaplan, Ayşe Gül. “DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH”. Journal of Scientific Reports-A, no. 051, Dec. 2022, pp. 230-9, https://izlik.org/JA74DZ57AX.
Vancouver
1.Ayşe Gül Kaplan. DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH. JSR-A [Internet]. 2022 Dec. 1;(051):230-9. Available from: https://izlik.org/JA74DZ57AX