Machine learning-based short-term solar power forecasting: a comparison between regression and classification approaches using extensive Australian dataset
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Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1186/s40807-024-00115-1.pdf
Reference44 articles.
1. Abiola-Ogedengbe, A., Hangan, H., & Siddiqui, K. (2015). Experimental investigation of wind effects on a standalone photovoltaic (PV) module. Renewable Energy, 78, 657–665. https://doi.org/10.1016/j.renene.2015.01.037
2. Ahmed, R., Sreeram, V., Mishra, Y., & Arif, M. D. (2020). A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization. In Renewable and sustainable energy reviews (Vol. 124). Elsevier. https://doi.org/10.1016/j.rser.2020.109792
3. Al-Ghezi, M. K. S., Ahmed, R. T., & Chaichan, M. T. (2022). The influence of temperature and irradiance on performance of the photovoltaic panel in the middle of Iraq. International Journal of Renewable Energy Development, 11(2), 501–513. https://doi.org/10.14710/ijred.2022.43713
4. Balal, A., Jafarabadi, Y. P., Demir, A., Igene, M., Giesselmann, M., & Bayne, S. (2023). Forecasting solar power generation utilizing machine learning models in Lubbock. Emerging Science Journal, 7(4), 1052–1062. https://doi.org/10.28991/ESJ-2023-07-04-02
5. Bright, J. M., Babacan, O., Kleissl, J., Taylor, P. G., & Crook, R. (2017). A synthetic, spatially decorrelating solar irradiance generator and application to a LV grid model with high PV penetration. Solar Energy, 147, 83–98. https://doi.org/10.1016/j.solener.2017.03.018
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