Estimation of daily, weekly and monthly global solar radiation using ANNs and a long data set: a case study of Fortaleza, in Brazilian Northeast region

Author:

Rocha P. A. CostaORCID,Fernandes J. L.,Modolo A. B.,Lima R. J. Pontes,da Silva M. E. Vieira,Bezerra C. A. Dias

Funder

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

Springer Science and Business Media LLC

Subject

General Energy,Environmental Engineering

Reference65 articles.

1. Shamshirband, S., Mohammadi, K., Tong, C.W., Zamani, M., Motamedi, Ch, S.: A Hybrid SVM-FFA Method for Prediction of Monthly Mean Global Solar Radiation. Spring, Vienna (2015)

2. Agência Nacional de Energia Elétrica (Brazilian Electricity Regulatory Agency): Nota técnica 0017/2015-Annex V: Análise de Impacto Regulatório. http://www2.aneel.gov.br/aplicacoes/audiencia/arquivo/2015/026/documento/nota_tecnica_0017_2015_srd_-_anexo_v_-_air.pdf (2015). Accessed 18 Feb 2019

3. Marques Filho, E.P., Oliveira, A.P., Vita, W.A., Mesquita, F.L., Codato, G.E.J.F, Cassol, M.F.J.R.A.: Global, diffuse and direct solar radiation at the surface in the city of Rio de Janeiro: observational characterization and empirical modeling. Renew. Energy 91, 64–74 (2016)

4. Lima, M.A.F., Carvalho, P.C., Carneiro, T.C., Leite, J.R., Bessa Neto, L.J.D., Rodrigues, G.K., Melo, F.E.D.: Portfolio theory applied to solar and wind resources forecast. IET Renew. Power Gener. 11(7), 973–978 (2017)

5. Paiva, G.M., Pimentel, S.P., Marra, E.G., Alvarenga, B.P.: Analysis of inverter sizing ratio for PV systems considering local climate data in central Brazil. IET Renew. Power Gener. 11(11), 1364–1370 (2017)

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