Echo state network based soft sensor for monitoring and fault detection of industrial processes T Lemos, LF Campos, A Melo, N Clavijo, R Soares, M Câmara, T Feital, ... Computers & Chemical Engineering 155, 107512, 2021 | 18 | 2021 |
Open benchmarks for assessment of process monitoring and fault diagnosis techniques: A review and critical analysis A Melo, MM Câmara, N Clavijo, JC Pinto Computers & Chemical Engineering 165, 107964, 2022 | 17 | 2022 |
Development and Application of a Data-Driven System for Sensor Fault Diagnosis in an Oil Processing Plant N Clavijo, A Melo, MM Câmara, T Feital, TK Anzai, FC Diehl, ... Processes 7 (7), 436, 2019 | 10 | 2019 |
Variable selection for fault detection based on causal discovery methods: Analysis of an actual industrial case N Clavijo, A Melo, RM Soares, LFO Campos, T Lemos, MM Câmara, ... Processes 9 (3), 544, 2021 | 6 | 2021 |
Modeling of spiral wound membranes for gas separations. Part III: A nonisothermal 2D permeation model TB Fontoura, MCC de Sá, DQF de Menezes, BF Oechsler, A Melo, ... Chemical Engineering Research and Design 177, 376-393, 2022 | 5 | 2022 |
Distance matrix patterns for visual and interpretable process data analytics A Melo, FF Fadel, MM Câmara, JC Pinto Industrial & Engineering Chemistry Research 62 (35), 13889-13901, 2023 | 1 | 2023 |
Data-Driven Process Monitoring and Fault Diagnosis: A Comprehensive Survey A Melo, MM Câmara, JC Pinto Processes 12 (2), 251, 2024 | | 2024 |
Comparison of Autoencoder Architectures for Fault Detection in Industrial Processes DE Spina, LF de Oliveira Campos, WF de Arruda, A Melo, MS Alves, ... SSRN, 4758647, 2024 | | 2024 |
Liquid–Liquid Equilibrium in Xylene Solubles (XS) Analysis of Polypropylene A Melo, FLP Pessoa, JC Pinto Macromolecular Reaction Engineering 17 (6), 2300029, 2023 | | 2023 |