science

List of published scientific works.

2025

  1. arXiv
    3W Dataset 2.0.0: a realistic and public dataset with rare undesirable real events in oil wells
    Vargas, Ricardo Emanuel Vaz, Melo Junior, Afrânio José, Munaro, Celso José, Campos Lima, Cláudio Benevenuto, Lima Junior, Eduardo Toledo, Barrocas, Felipe Muntzberg, Varejão, Flávio Miguel, Peixer, Guilherme Fidelis, Melo Nery Oliveira, Igor, Jr., Jader Riso Barbosa, Cadena, Jaime Andrés Lozano, Araújo, Jean Carlos Dias, Carneiro, João Neuenschwander Escosteguy, Lopes, Lucas Gouveia Omena, Gouveia, Lucas Pereira, Araujo Fernandes, Mateus, Scramignon, Matheus Lima, Ciarelli, Patrick Marques, Branco, Rodrigo Castello, and Pinto, Rogério Leite Alves
    Jun 2025
    HTML PDF
  2. OTC
    Digital Twin Innovations in Artificial Lift and Flow Assurance: Overcoming Brazilian Offshore Challenges
    Resende, R. P., Araujo, J. C., Lins Ribeiro, J., Melo, A., Perovano, T. G., Del Puppo, A., Ciambelli, J., Miyatake, L. K., Postal, A., Mendes, R., Curto, H., and Dalla, L.
    In Proceedings of the Offshore Technology Conference May 2025
    PDF

2024

  1. DCE
    BibMon: An open source Python package for process monitoring, soft sensing, and fault diagnosis
    Melo, Afrânio, Lemos, Tiago, Soares, Rafael, Spina, Deris Eduardo, Clavijo, Nayher, Oliveira Campos, Luiz Felipe, Câmara, Maurício Melo, Feital, Thiago, Anzai, Thiago K., Thompson, Pedro H., Diehl, Fábio, and Pinto, José Carlos
    Digital Chemical Engineering Dec 2024
    HTML PDF
  2. FATC
    Impact of Fluid Properties on Flow Assurance Events in Offshore Oil Production: A Data-Driven Study
    Melo, Afrânio, Khalil, Márcia, and Leite, Rogério
    In Proceedings of the SPE Flow Assurance Technology Congress Nov 2024
    PDF
  3. DCE
    Comparison of Autoencoder Architectures for Fault Detection in Industrial Processes
    Spina, Deris Eduardo, Oliveira Campos, Luiz Felipe, Arruda, Wallthynay F.,  Melo, Afrânio, Alves, Marcelo de S., Rabello, Gildeir Lima, Anzai, Thiago K., and Pinto, José Carlos
    Digital Chemical Engineering Sep 2024
    HTML PDF
  4. Processes
    Data-Driven Process Monitoring and Fault Diagnosis: A Comprehensive Survey
    Melo, Afrânio, Câmara, Maurício M., and Pinto, José Carlos
    Processes Jan 2024
    HTML PDF

2023

  1. MRE
    Liquid-Liquid Equilibrium in Xylene Solubles (XS) Analysis of Polypropylene
    Melo, Afrânio, Pessoa, Fernando L. P., and Pinto, José Carlos
    Macromolecular Reaction Engineering Dec 2023
    HTML
  2. I&EC
    Distance Matrix Patterns for Visual and Interpretable Process Data Analytics
    Melo, Afrânio, Fadel, Fernando F., Câmara, Maurício M., and Pinto, José Carlos
    Industrial & Engineering Chemistry Research Sep 2023
    HTML

2022

  1. CACE
    Open benchmarks for assessment of process monitoring and fault diagnosis techniques: A review and critical analysis
    Melo, Afrânio, Câmara, Maurício M., Clavijo, Nayher, and Pinto, José Carlos
    Computers & Chemical Engineering Sep 2022
    HTML
  2. ChERD
    Modeling of spiral wound membranes for gas separations. Part III: A nonisothermal 2D permeation model
    Fontoura, Tahyná B., Sá, Marília Caroline C., Menezes, Diego Q. Faria, Oechsler, Bruno Francisco,  Melo, Afrânio, O. Campos, Luiz Felipe, Anzai, Thiago K., Diehl, Fábio C., Thompson, Pedro H., and Pinto, José Carlos
    Chemical Engineering Research and Design Jan 2022
    HTML

2021

  1. CACE
    Echo State Network Based Soft Sensor for Monitoring and Fault Detection of Industrial Processes
    Lemos, Tiago, Campos, Luiz Felipe,  Melo, Afrânio, Clavijo, Nayher, Soares, Rafael, Câmara, Maurício, Feital, Thiago, Anzai, Thiago, and Pinto, José Carlos
    Computers & Chemical Engineering Aug 2021
    HTML
  2. Processes
    Variable Selection for Fault Detection Based on Causal Discovery Methods: Analysis of an Actual Industrial Case
    Clavijo, Nayher,  Melo, Afrânio, Soares, Rafael M., Campos, Luiz Felipe de O., Lemos, Tiago, Câmara, Maurício M., Anzai, Thiago K., Diehl, Fabio C., Thompson, Pedro H., and Pinto, José Carlos
    Processes Mar 2021
    HTML PDF

2019

  1. Processes
    Development and Application of a Data-Driven System for Sensor Fault Diagnosis in an Oil Processing Plant
    Clavijo, Nayher,  Melo, Afrânio, Câmara, Maurício M., Feital, Thiago, Anzai, Thiago K., Diehl, Fábio C., Thompson, Pedro H., and Pinto, José Carlos
    Processes Jul 2019
    HTML PDF