Feature Selection Impact on Time Series Problems for Solar Radiation Forecasting
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Springer International Publishing
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https://link.springer.com/content/pdf/10.1007/978-3-031-26254-8_63
Reference21 articles.
1. Ağbulut, Ü., Gürel, A.E., Biçen, Y.: Prediction of daily global solar radiation using different machine learning algorithms: evaluation and comparison. Renew. Sustain. Energy Rev. 135, 110114 (2021). https://doi.org/10.1016/j.rser.2020.110114
2. Ozgoren, M., Bilgili, M., Sahin, B.: Estimation of global solar radiation using ANN over Turkey. Expert Syst. Appl. 39(5), 5043–5051 (2012). https://doi.org/10.1016/j.eswa.2011.11.036
3. Voyant, C., et al.: Machine learning methods for solar radiation forecasting: a review. Renew. Energy 105, 569–582 (2017). https://doi.org/10.1016/j.renene.2016.12.095
4. Huang, L., Kang, J., Wan, M., Fang, L., Zhang, C., Zeng, Z.: Solar radiation prediction using different machine learning algorithms and implications for extreme climate events. Front. Earth Sci. 9, 596860 (2021). https://doi.org/10.3389/feart.2021.596860
5. Fan, J., et al.: Comparison of support vector machine and extreme gradient boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: a case study in China. Energy Convers. Manag. 164, 102–111 (2018). https://doi.org/10.1016/j.enconman.2018.02.087
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