Multi-step wind speed forecasting based on hybrid multi-stage decomposition model and long short-term memory neural network
Rodrigues Moreno, Sinvaldo, Gomes da Silva, Ramon, Cocco Mariani, Viviana, dos Santos Coelho, Leandro
Published in Energy conversion and management (01.06.2020)
Published in Energy conversion and management (01.06.2020)
Get full text
Journal Article
Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Moreno, Sinvaldo Rodrigues, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in International journal of electrical power & energy systems (01.03.2022)
Published in International journal of electrical power & energy systems (01.03.2022)
Get full text
Journal Article
A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting
da Silva, Ramon Gomes, Ribeiro, Matheus Henrique Dal Molin, Moreno, Sinvaldo Rodrigues, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Energy (Oxford) (01.02.2021)
Published in Energy (Oxford) (01.02.2021)
Get full text
Journal Article
Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition
Moreno, Sinvaldo Rodrigues, Seman, Laio Oriel, Stefenon, Stefano Frizzo, Coelho, Leandro dos Santos, Mariani, Viviana Cocco
Published in Energy (Oxford) (01.04.2024)
Published in Energy (Oxford) (01.04.2024)
Get full text
Journal Article
Multi-step short-term wind speed forecasting based on multi-stage decomposition coupled with stacking-ensemble learning approach
da Silva, Ramon Gomes, Moreno, Sinvaldo Rodrigues, Ribeiro, Matheus Henrique Dal Molin, Larcher, José Henrique Kleinübing, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in International journal of electrical power & energy systems (01.12.2022)
Published in International journal of electrical power & energy systems (01.12.2022)
Get full text
Journal Article
Wind turbine blade geometry design based on multi-objective optimization using metaheuristics
Vianna Neto, Júlio Xavier, Guerra Junior, Elci José, Moreno, Sinvaldo Rodrigues, Hultmann Ayala, Helon Vicente, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Energy (Oxford) (01.11.2018)
Published in Energy (Oxford) (01.11.2018)
Get full text
Journal Article
Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting
Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Moreno, Sinvaldo Rodrigues, Canton, Cristiane, Larcher, José Henrique Kleinübing, Stefenon, Stefano Frizzo, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2024)
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2024)
Get full text
Journal Article
Solar Power Forecasting Based on Ensemble Learning Methods
Fraccanabbia, Naylene, da Silva, Ramon Gomes, Henrique Dal Molin Ribeiro, Matheus, Moreno, Sinvaldo Rodrigues, dos Santos Coelho, Leandro, Mariani, Viviana Cocco
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Get full text
Conference Proceeding