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ORCIDAlvaro Antonio Villa Ochoa
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2020 – today
- 2024
[j4]Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite
, Felipe Costa Farias, Alexandre Carlos Araújo da Costa, Olga de Castro Vilela, Valentin Paschoal Perruci, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett:
Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data. Eng. Appl. Artif. Intell. 133: 108363 (2024)- [j3]Caio Filipe de Lima Munguba, Alvaro Antonio Villa Ochoa, Gustavo de Novaes Pires Leite, Alexandre Carlos Araújo da Costa, José Ângelo Peixoto da Costa, Frederico Duarte de Menezes, Evandro Pedro Alves de Mendonça, Leonardo José Petribú Brennand, Olga de Castro Vilela, Marrison Gabriel Guedes de Souza:
Fault detection framework in wind turbine pitch systems using machine learning: Development, validation, and results. Eng. Appl. Artif. Intell. 138: 109307 (2024) - 2023
- [j2]Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Alvaro Antonio Villa Ochoa, Enrique López Droguett:
Condition-based maintenance with reinforcement learning for refrigeration systems with selected monitored features. Eng. Appl. Artif. Intell. 122: 106067 (2023) - [j1]Gustavo de Novaes Pires Leite, Felipe Costa Farias, Tiago Gomes de Sá, Alexandre Carlos Araújo da Costa, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett:
A robust fleet-based anomaly detection framework applied to wind turbine vibration data. Eng. Appl. Artif. Intell. 126: 106859 (2023)
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