Marcos Pellegrini Ribeiro

18 papers B 4C 4Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A zone-based NMPC scheme integrated with an autoregressive echo state network model: An experimental evaluation in an electrical submersible pump-lifted oil well pilot plant.
Comput. Chem. Eng.
Odilon S. L. de Abreu, Leizer Schnitman, Marcos Pellegrini Ribeiro, Márcio A. F. Martins
2025 J jnl
Electrical submersible pump fault diagnosis based on 2D transformation of vibration signals and transfer learning of image classification networks.
Neural Comput. Appl.
Luciano Henrique Peixoto da Silva, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos
2024 J jnl
An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration.
Knowl. Based Syst.
Flávio Miguel Varejão, Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Alexandre Rodrigues Loureiros
2024 B conf
Integrating Pretrained CNNs with One-Class Classifiers for Fault-Agnostic Electrical Submersible Pumps Anomaly Detection.
IJCNN
Nilo Garcia Monteiro, Luciano Henrique Peixoto da Silva, Alexandre Loureiros Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos
2023 J jnl
Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis.
Expert Syst. Appl.
Luciano Henrique Peixoto da Silva, Lucas Henrique Sousa Mello, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos
2022 — conf
Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals.
ISIE
Vitor Berger Bonella, Marcos Pellegrini Ribeiro, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Alexandre Loureiros Rodrigues, Flávio Miguel Varejão
2021 — conf
One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps.
SIBGRAPI
Gabriel Soares Baptista, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Alexandre Loureiros Rodrigues
2020 B conf
Metric Learning for Electrical Submersible Pump Fault Diagnosis.
IJCNN
Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Flávio Miguel Varejão, Alexandre Rodrigues Loureiros
2018 C conf
A Domain-Specific Language for Fault Diagnosis in Electrical Submersible Pumps.
INDIN
Gustavo Epichin Monjardim, Alexandre Rodrigues, Flávio Miguel Varejão, Vítor E. Silva Souza, Marcos Pellegrini Ribeiro
2018 J jnl
Combining classifiers with decision templates for automatic fault diagnosis of electrical submersible pumps.
Integr. Comput. Aided Eng.
Thiago Oliveira-Santos, Alexandre Rodrigues, Victor Freitas Rocha, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2017 — conf
Binary feature selection classifier ensemble for fault diagnosis of submersible motor pump.
ISIE
Francisco de Assis Boldt, Thomas Walter Rauber, Thiago Oliveira-Santos, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2017 B conf
Kernel and random extreme learning machine applied to submersible motor pump fault diagnosis.
IJCNN
Thomas Walter Rauber, Thiago Oliveira-Santos, Francisco de Assis Boldt, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2016 B conf
Submersible Motor Pump Fault Diagnosis System: A Comparative Study of Classification Methods.
ICTAI
Thiago Oliveira-Santos, Thomas W. Rauber, Flávio Miguel Varejão, Lucas Martinuzzo, Willian Oliveira, Marcos Pellegrini Ribeiro, Alexandre Rodrigues
2015 C conf
Fast feature selection using hybrid ranking and wrapper approach for automatic fault diagnosis of motorpumps based on vibration signals.
INDIN
Francisco de Assis Boldt, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2014 C conf
Performance analysis of extreme learning machine for automatic diagnosis of electrical submersible pump conditions.
INDIN
Francisco de Assis Boldt, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2013 C conf
Automatic diagnosis of submersible motor pump conditions in offshore oil exploration.
IECON
Thomas W. Rauber, Flávio Miguel Varejão, Fábio Fabris, Alexandre Rodrigues, Marcos Pellegrini Ribeiro
2013 — conf
Computational intelligence for automatic diagnosis of submersible motor pump conditions in offshore oil exploration.
ICECS
Thomas W. Rauber, Francisco de Assis Boldt, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
2013 — conf
Feature models and condition visualization for rotating machinery fault diagnosis.
ICECS
Thomas W. Rauber, Francisco de Assis Boldt, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro