Solar Radiation Estimation Using Data Mining Techniques for Remote Areas—A Case Study in Ethiopia
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- Mohammadi, Kasra & Shamshirband, Shahaboddin & Kamsin, Amirrudin & Lai, P.C. & Mansor, Zulkefli, 2016. "Identifying the most significant input parameters for predicting global solar radiation using an ANFIS selection procedure," Renewable and Sustainable Energy Reviews, Elsevier, vol. 63(C), pages 423-434.
- Charabi, Yassine & Gastli, Adel, 2010. "GIS assessment of large CSP plant in Duqum, Oman," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(2), pages 835-841, February.
- Almorox, Javier & Arnaldo, J.A. & Bailek, Nadjem & Martí, Pau, 2020. "Adjustment of the Angstrom-Prescott equation from Campbell-Stokes and Kipp-Zonen sunshine measures at different timescales in Spain," Renewable Energy, Elsevier, vol. 154(C), pages 337-350.
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Keywords
solar radiation modeling; GIS; interpolation; digital elevation model; data mining; ANFIS;All these keywords.
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