An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration
Varejão, Flávio Miguel, Sousa Mello, Lucas Henrique, Pellegrini Ribeiro, Marcos, Oliveira-Santos, Thiago, Loureiros Rodrigues, Alexandre
Published in Knowledge-based systems (15.03.2024)
Published in Knowledge-based systems (15.03.2024)
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Journal Article
NP-Hardness of minimum expected coverage
Sousa Mello, Lucas Henrique, Varejão, Flávio M., Rodrigues, Alexandre L., Rauber, Thomas W.
Published in Pattern recognition letters (01.01.2019)
Published in Pattern recognition letters (01.01.2019)
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Journal Article
One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps
Baptista, Gabriel Soares, Mello, Lucas Henrique Sousa, Oliveira-Santos, Thiago, Varejao, Flavio Miguel, Ribeiro, Marcos Pellegrini, Rodrigues, Alexandre Loureiros
Published in 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2021)
Published in 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2021)
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Conference Proceeding
Ensemble of metric learners for improving electrical submersible pump fault diagnosis
Mello, Lucas Henrique Sousa, Oliveira-Santos, Thiago, Varejão, Flávio Miguel, Ribeiro, Marcos Pellegrini, Rodrigues, Alexandre Loureiros
Published in Journal of petroleum science & engineering (01.11.2022)
Published in Journal of petroleum science & engineering (01.11.2022)
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Journal Article
Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis
Silva, Luciano Henrique Peixoto da, Mello, Lucas Henrique Sousa, Rodrigues, Alexandre, Varejão, Flávio Miguel, Ribeiro, Marcos Pellegrini, Oliveira-Santos, Thiago
Published in Expert systems with applications (01.02.2023)
Published in Expert systems with applications (01.02.2023)
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Journal Article
Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals
Bonella, Vitor Berger, Ribeiro, Marcos Pellegrini, Mello, Lucas Henrique Sousa, Oliveira-Santos, Thiago, Rodrigues, Alexandre Loureiros, Varejao, Flavio Miguel
Published in 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE) (01.06.2022)
Published in 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE) (01.06.2022)
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Conference Proceeding
Metric Learning for Electrical Submersible Pump Fault Diagnosis
Sousa Mello, Lucas Henrique, Pellegrini Ribeiro, Marcos, Santos, Thiago Oliveira, Miguel Varejao, Flavio, Rodrigues, Alexandre Loureiros
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)
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Conference Proceeding