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
Detection of Non-Technical Losses on a Smart Distribution Grid Based on Artificial Intelligence Models
Souza, Murilo A., Gouveia, Hugo T. V., Ferreira, Aida A., de Lima Neta, Regina Maria, Nóbrega Neto, Otoni, da Silva Lira, Milde Maria, Torres, Geraldo L., de Aquino, Ronaldo R. B.
Published in Energies (Basel) (01.04.2024)
Published in Energies (Basel) (01.04.2024)
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Journal Article
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
Development of a Hybrid Intelligent System for Electrical Load Forecasting
de Aquino, Ronaldo R. B., Ferreira, Aida A., Carvalho, Manoel A., Lira, Milde M. S., Silva, Geane B., Neto, Otoni Nóbrega
Published in Advances in Artificial Intelligence - IBERAMIA-SBIA 2006 (2006)
Published in Advances in Artificial Intelligence - IBERAMIA-SBIA 2006 (2006)
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Book Chapter
Conference Proceeding
Improving reservoir based wind power forecasting with ensembles
de Aquino, Ronaldo R. B., Ludermir, Teresa B., Ferreira, Aida A., Nobrega Neto, Otoni, Souza, Ramon B., Lira, Milde M. S., Carvalho, Manoel A.
Published in 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (01.10.2014)
Published in 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (01.10.2014)
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Conference Proceeding
Models Based on Neural Networks and Neuro-Fuzzy Systems for Wind Power Prediction Using Wavelet Transform as Data Preprocessing Method
de Aquino, Ronaldo R. B., Gouveia, Hugo T. V., Lira, Milde M. S., Ferreira, Aida A., Neto, Otoni Nobrega, Carvalho, Manoel A.
Published in Engineering Applications of Neural Networks
Published in Engineering Applications of Neural Networks
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Book Chapter
A fuzzy system for detection of incipient fault in power transformers based on gas-in-oil analysis
de Aquino, Ronaldo R B, Lira, Milde M S, Filgueiras, Taciana, Ferreira, Heldemarcio, Neto, Otoni Nobrega, Silva, Agnaldo M S, Asfora, Viviane K
Published in International Conference on Fuzzy Systems (01.07.2010)
Published in International Conference on Fuzzy Systems (01.07.2010)
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Conference Proceeding
Investigating the use of Echo State Networks for prediction of wind power generation
de Aquino, Ronaldo R. B., Nobrega Neto, Otoni, Souza, Ramon B., Lira, Milde M. S., Carvalho, Manoel A., Ludermir, Teresa B., Ferreira, Aida A.
Published in 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES) (01.12.2014)
Published in 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES) (01.12.2014)
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Conference Proceeding
Echo state networks, artificial neural networks and fuzzy systems models for improve short-term wind speed forecasting
de Aquino, Ronaldo R. B., Souza, Ramon B., Nobrega Neto, Otoni, Lira, Milde M. S., Carvalho, Manoel A., Ferreira, Aida A.
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
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Conference Proceeding
Journal Article
Forecasting models of wind power in Northeastern of Brazil
de Aquino, Ronaldo R. B., Ludermir, Teresa B., Nobrega Neto, Otoni, Ferreira, Aida A., Lira, Milde M. S., Carvalho, Manoel A.
Published in The 2013 International Joint Conference on Neural Networks (IJCNN) (01.08.2013)
Published in The 2013 International Joint Conference on Neural Networks (IJCNN) (01.08.2013)
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Conference Proceeding
Wind forecasting and wind power generation: Looking for the best model based on artificial intelligence
de Aquino, Ronaldo R. B., Gouveia, Hugo T. V., Lira, Milde M. S., Ferreira, Aida A., Neto, Otoni Nobrega, Carvalho, Manoel A.
Published in The 2012 International Joint Conference on Neural Networks (IJCNN) (01.06.2012)
Published in The 2012 International Joint Conference on Neural Networks (IJCNN) (01.06.2012)
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Conference Proceeding
Recurrent neural networks solving a real large scale mid-term scheduling for power plants
Aquino, Ronaldo R B, Carvalho, Manoel A, Neto, Otoni Nóbrega, Lira, Milde M S, de Almeida, Givanildo J, Tiburcio, Solange N N
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
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Conference Proceeding
Development of an Artificial Neural Network by Genetic Algorithm to Mid-Term Load Forecasting
de Aquino, R.R.B., Neto, O.N., Lira, M.M.S., Ferreira, A.A., Carvalho, M.A., Silva, G.B., de Oliveira, J.B.
Published in 2007 International Joint Conference on Neural Networks (01.08.2007)
Published in 2007 International Joint Conference on Neural Networks (01.08.2007)
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Conference Proceeding
A Hybrid Intelligent System for Short and Mid-term Forecasting for the CELPE Distribution Utility
de Aquino, R.R.B., Ferreira, A.A., Lira, M.M.S., Silva, G.B., Neto, O.N., Oliveira, J.B., Diniz, C.F., Fideles, J.
Published in The 2006 IEEE International Joint Conference on Neural Network Proceedings (2006)
Published in The 2006 IEEE International Joint Conference on Neural Network Proceedings (2006)
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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
Combining Multiple Artificial Neural Networks Using Random Committee to Decide upon Electrical Disturbance Classification
Lira, Milde M. S., de Aquino, Ronaldo R. B., Ferreira, Aida A., Carvalho, Manoel A., Neto, Otoni Nobrega, Santos, Gabriela S. M.
Published in 2007 International Joint Conference on Neural Networks (01.08.2007)
Published in 2007 International Joint Conference on Neural Networks (01.08.2007)
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Conference Proceeding
Short-term load forecasting for electrical regional of a distribution utility considering temperature
de Aquino, R. R. B., Ferreira, A. A., Lira, M. M. S., Neto, O. N., Amorim, P. S., Diniz, C. F. D., da Silveira, T. M. A.
Published in The 2011 International Joint Conference on Neural Networks (01.07.2011)
Published in The 2011 International Joint Conference on Neural Networks (01.07.2011)
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Conference Proceeding