Application of Augmented Echo State Networks and Genetic Algorithm to Improve Short-Term Wind Speed Forecasting
Gouveia, Hugo T. V., Souza, Murilo A., Ferreira, Aida A., de Albuquerque, Jonata C., Nóbrega Neto, Otoni, da Silva Lira, Milde Maria, de Aquino, Ronaldo R. B.
Published in Energies (Basel) (01.03.2023)
Published in Energies (Basel) (01.03.2023)
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Journal Article
Power Curve Modelling for Wind Turbine Using Artificial Intelligence Tools and Pre-established Inference Criteria
Jonata C. de Albuquerque, Ronaldo R. B. de Aquino, Otoni Nobrega Neto, Milde M. S. Lira, Aida A. Ferreira, Manoel Afonso de Carvalho
Published in Journal of modern power systems and clean energy (01.05.2021)
Published in Journal of modern power systems and clean energy (01.05.2021)
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Journal Article
Piecewise Aggregate Approximation and Quantile Regression for Wind Speed Analysis
Aquino, Ronaldo R. B. de, Silva, Helen Barboza da, Albuquerque, Jonata C. de, Herrera, Manuel, Ferreira, Aida A., Neto, Alcides Codeceira
Published in 2017 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2017)
Published in 2017 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2017)
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Conference Proceeding
Influence of Deep Learning on Precision Improvement in Predictive Models of Wind Power Generation
de Aquino, Ronaldo R.B., Albuquerque, Jonata C., Neto, Otoni Nobrega, Lira, Milde M.S., Ferreira, Aida A., Neto, Alcides Codeceira
Published in 2017 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2017)
Published in 2017 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2017)
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Conference Proceeding
Assessment of power curves in models of wind power forecasting
de Aquino, Ronaldo R. B., de Albuquerque, Jonata C., Neto, Otoni Nobrega, Lira, Milde M. S., Carvalho, Manoel A., Codeceira Neto, Alcides, Ferreira, Aida A.
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
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Conference Proceeding