An approach to reservoir computing design and training
Ferreira, Aida A., Ludermir, Teresa B., de Aquino, Ronaldo R.B.
Published in Expert systems with applications (01.08.2013)
Published in Expert systems with applications (01.08.2013)
Get full text
Journal Article
Thermography and artificial intelligence in transformer fault detection
dos Santos, Gustavo Maciel, de Aquino, Ronaldo R. B., Lira, Milde M. S.
Published in Electrical engineering (01.09.2018)
Published in Electrical engineering (01.09.2018)
Get full text
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)
Get full text
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)
Get full text
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)
Get full text
Journal Article
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)
Get full text
Conference Proceeding
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)
Get full text
Book Chapter
Conference Proceeding
Investigating the use of Reservoir Computing for forecasting the hourly wind speed in short -term
Ferreira, A.A., Ludermir, T.B., de Aquino, R.R.B., Lira, M.M.S., Neto, O.N.
Published in 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) (01.06.2008)
Published in 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) (01.06.2008)
Get full text
Conference Proceeding
Journal Article
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 (2012)
Published in Engineering Applications of Neural Networks (2012)
Get full text
Book Chapter
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)
Get full text
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)
Get full text
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)
Get full text
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)
Get full text
Conference Proceeding
Journal Article
Comparing recurrent networks for time-series forecasting
Ferreira, A. A., Ludermir, T. B., de Aquino, R. R. B.
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)
Get full text
Conference Proceeding
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)
Get full text
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)
Get full text
Conference Proceeding
Application of wavelet and neural network models for wind speed and power generation forecasting in a Brazilian experimental wind park
de Aquino, R.R.B., Lira, M.M.S., de Oliveira, J.B., Carvalho, M.A., Neto, O.N., de Almeida, G.J.
Published in 2009 International Joint Conference on Neural Networks (01.06.2009)
Published in 2009 International Joint Conference on Neural Networks (01.06.2009)
Get full text
Conference Proceeding
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)
Get full text
Conference Proceeding