Exploring Quantum Machine Learning and Feature Reduction Techniques for Wind Turbine Pitch Fault Detection
Correa-Jullian, Camila, Cofre-Martel, Sergio, San Martin, Gabriel, Lopez Droguett, Enrique, de Novaes Pires Leite, Gustavo, Costa, Alexandre
Published in Energies (Basel) (01.04.2022)
Published in Energies (Basel) (01.04.2022)
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Journal Article
An economic analysis of the integration between air-conditioning and solar photovoltaic systems
Novaes Pires Leite, Gustavo de, Weschenfelder, Franciele, Araújo, Alex Maurício, Villa Ochoa, Álvaro Antônio, Franca Prestrelo Neto, Newton da, Kraj, Andrea
Published in Energy conversion and management (01.04.2019)
Published in Energy conversion and management (01.04.2019)
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Journal Article
A review on the complementarity between grid-connected solar and wind power systems
Weschenfelder, Franciele, de Novaes Pires Leite, Gustavo, Araújo da Costa, Alexandre Carlos, de Castro Vilela, Olga, Ribeiro, Claudio Moises, Villa Ochoa, Alvaro Antonio, Araújo, Alex Maurício
Published in Journal of cleaner production (01.06.2020)
Published in Journal of cleaner production (01.06.2020)
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Journal Article
Entropy measures for early detection of bearing faults
Leite, Gustavo de Novaes Pires, Araújo, Alex Maurício, Rosas, Pedro André Carvalho, Stosic, Tatijana, Stosic, Borko
Published in Physica A (15.01.2019)
Published in Physica A (15.01.2019)
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Journal Article
Real-time energy and economic performance of the multi-zone photovoltaic-drive air conditioning system for an office building in a tropical climate
Nobuyoshi Yamada Junior, Roberto, Antonio Villa Ochoa, Alvaro, de Novaes Pires Leite, Gustavo, Claudius Nunes Silva, Heber, Ângelo Peixoto da Costa, José, Tiba, Chigueru, Gabriel Carvalho de Oliveira, Edywin, Suemy Arruda Michima, Paula
Published in Energy conversion and management (01.12.2023)
Published in Energy conversion and management (01.12.2023)
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Journal Article
Condition-based maintenance with reinforcement learning for refrigeration systems with selected monitored features
de Lima Munguba, Caio Filipe, de Novaes Pires Leite, Gustavo, Ochoa, Alvaro Antonio Villa, Lopez Droguett, Enrique
Published in Engineering applications of artificial intelligence (01.06.2023)
Published in Engineering applications of artificial intelligence (01.06.2023)
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Journal Article
Alternative fault detection and diagnostic using information theory quantifiers based on vibration time-waveforms from condition monitoring systems: Application to operational wind turbines
de Novaes Pires Leite, Gustavo, da Cunha, Guilherme Tenório Maciel, dos Santos Junior, José Guilhermino, Araújo, Alex Maurício, Rosas, Pedro André Carvalho, Stosic, Tatijana, Stosic, Borko, Rosso, Osvaldo Anibal
Published in Renewable energy (01.02.2021)
Published in Renewable energy (01.02.2021)
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Journal Article
Development of a method for predicting the transient behavior of an absorption chiller using artificial intelligence methods
Sousa Alcântara, Suellen Cristina, Villa Ochoa, Alvaro Antonio, da Costa, José Ângelo Peixoto, de Menezes, Frederico Duarte, de Novaes Pires Leite, Gustavo, Arruda Michima, Paula Suemy, da Silva Marques, Adriano
Published in Applied thermal engineering (01.08.2023)
Published in Applied thermal engineering (01.08.2023)
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Journal Article
A robust fleet-based anomaly detection framework applied to wind turbine vibration data
de Novaes Pires Leite, Gustavo, Farias, Felipe Costa, de Sá, Tiago Gomes, Araújo da Costa, Alexandre Carlos, Petribú Brennand, Leonardo José, de Souza, Marrison Gabriel Guedes, Villa, Alvaro Antonio Ochoa, Droguett, Enrique Lopez
Published in Engineering applications of artificial intelligence (01.11.2023)
Published in Engineering applications of artificial intelligence (01.11.2023)
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Journal Article
Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data
de Lima Munguba, Caio Filipe, de Novaes Pires Leite, Gustavo, Costa Farias, Felipe, Carlos Araújo da Costa, Alexandre, de Castro Vilela, Olga, Perruci, Valentin Paschoal, de Petribú Brennand, Leonardo, Guedes de Souza, Marrison Gabriel, Ochoa Villa, Alvaro Antonio, Lopez Droguett, Enrique
Published in Engineering applications of artificial intelligence (01.07.2024)
Published in Engineering applications of artificial intelligence (01.07.2024)
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Journal Article
Remaining Useful Life Estimation Framework for the Main Bearing of Wind Turbines Operating in Real Time
Vieira, Januário Leal de Moraes, Farias, Felipe Costa, Ochoa, Alvaro Antonio Villa, de Menezes, Frederico Duarte, Costa, Alexandre Carlos Araújo da, da Costa, José Ângelo Peixoto, de Novaes Pires Leite, Gustavo, Vilela, Olga de Castro, de Souza, Marrison Gabriel Guedes, Michima, Paula Suemy Arruda
Published in Energies (Basel) (01.03.2024)
Published in Energies (Basel) (01.03.2024)
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Journal Article
Aerodynamic interference caused by wake effects of repowered wind farms on the annual energy production in neighboring wind farms
Itallo Ribeiro Dias da Silva, Alesson, de Novaes Pires Leite, Gustavo, Maurício Araújo, Alex, Antonio Ochoa Villa, Alvaro, Carlos Araújo da Costa, Alexandre, Augusto Salhua Moreno, Cesar, Weschenfelder, Franciele, Lopez Droguett, Enrique
Published in Sustainable energy technologies and assessments (01.04.2024)
Published in Sustainable energy technologies and assessments (01.04.2024)
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Journal Article
A Review of Tropical Organic Materials for Biodiesel as a Substitute Energy Source in Internal Combustion Engines: A Viable Solution?
Souza, Anderson Breno, Ochoa, Alvaro Antonio Villa, Costa, José Ângelo Peixoto da, Leite, Gustavo de Novaes Pires, Silva, Héber Claudius Nunes, Tómas, Andrezza Carolina Carneiro, Barbosa, David Campos, Michima, Paula Suemy Arruda
Published in Energies (Basel) (27.04.2023)
Published in Energies (Basel) (27.04.2023)
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Journal Article
Modeling and Simulation of the Induction Hardening Process: Evaluation of Gear Deformations and Parameter Optimization
Pinheiro, Pedro Maranhão, Junio, José Urbano, Gonçalves, Lídice Aparecida Pereira, da Costa, José Ângelo Peixoto, Ochoa, Alvaro Antonio Villa, Alves, Kleber Gonçalves Bezerra, Leite, Gustavo de Novaes Pires, Michima, Paula Suemy Arruda
Published in Processes (01.07.2024)
Published in Processes (01.07.2024)
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Journal Article
Fault detection framework in wind turbine pitch systems using machine learning: Development, validation, and results
Filipe de Lima Munguba, Caio, Villa Ochoa, Alvaro Antonio, de Novaes Pires Leite, Gustavo, Araújo da Costa, Alexandre Carlos, Peixoto da Costa, José Ângelo, Duarte de Menezes, Frederico, Alves de Mendonça, Evandro Pedro, de Petribú Brennand, Leonardo José, de Castro Vilela, Olga, Guedes de Souza, Marrison Gabriel
Published in Engineering applications of artificial intelligence (01.12.2024)
Published in Engineering applications of artificial intelligence (01.12.2024)
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Journal Article
Sistema de detecção, diagnóstico e prognóstico de falhas em compressores herméticos, através da análise de vibração e medições não invasivas
ALVARO ANTONIO OCHOA VILLA, EMILIAVACA ANGELO, EDNALDO EVANGELISTA DE LACERDA JUNIOR, KILVIO ALESSANDRO FERRAZ, GUSTAVO DE NOVAES PIRES LEITE, NOELLE D?EMERY GOMES SILVA, PAULO DAVILA GARCIA NETO, PERINALDO SEVERINO JÚNIOR
Year of Publication 28.09.2021
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Year of Publication 28.09.2021
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