Márcio A. F. Martins

13 papers Journal 12Unranked 1
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
2022 J jnl
A long short-term memory based Quasi-Virtual Analyzer for dynamic real-time soft sensing of a Simulated Moving Bed unit.
Appl. Soft Comput.
Paulo H. Marrocos, Igor G. I. Iwakiri, Márcio A. F. Martins, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro, Idelfonso B. R. Nogueira
2022 J jnl
A new Takagi-Sugeno-Kang model-based stabilizing explicit MPC formulation: An experimental case study with implementation embedded in a PLC.
Expert Syst. Appl.
Teófilo P. G. Mendes, Leizer Schnitman, Idelfonso Bessa dos Reis Nogueira, Ana Mafalda Almeida Peixoto Ribeiro, Alírio Egídio Rodrigues, José Miguel Loureiro, Márcio A. F. Martins
2021 J jnl
Optimal fragrances formulation using a deep learning neural network architecture: A novel systematic approach.
Comput. Chem. Eng.
Vinícius V. Santana, Márcio A. F. Martins, José M. Loureiro, Ana M. Ribeiro, Alírio E. Rodrigues, Idelfonso B. R. Nogueira
2021 J jnl
Stable distributed MPC with zone control and input targets.
Comput. Chem. Eng.
Alexandre Sanioto Sarapka, Márcio A. F. Martins, Darci Odloak
2020 J jnl
A robustly model predictive control strategy applied in the control of a simulated industrial polyethylene polymerization process.
Comput. Chem. Eng.
Idelfonso B. R. Nogueira, Raony M. Fontes, Ana M. Ribeiro, Karen V. Pontes, Marcelo Embiruçu, Márcio A. F. Martins
2020 J jnl
An efficient cooperative-distributed model predictive controller with stability and feasibility guarantees for constrained linear systems.
Syst. Control. Lett.
Daniel D. Santana, Márcio A. F. Martins, Darci Odloak
2020 J jnl
Transient analysis of true/simulated moving bed reactors: A case study on the synthesis of n-Propyl propionate.
Comput. Chem. Eng.
Vinícius Viena, Márcio A. F. Martins, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro, Idelfonso B. R. Nogueira
2019 J jnl
Optimization of a True Moving Bed unit and determination of its feasible operating region using a novel Sliding Particle Swarm Optimization.
Comput. Ind. Eng.
Idelfonso B. R. Nogueira, Márcio A. F. Martins, Reiner Requião, Amanda R. Oliveira, Vinícius Viena, Hannu Koivisto, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro
2018 J jnl
A novel Bayesian approach to reliability modeling: The benefits of uncertainty evaluation in the model selection procedure.
Qual. Reliab. Eng. Int.
Daniel D. Santana, Celso Luiz Santiago Figueirôa Filho, Isabel Sartori, Márcio A. F. Martins
2018 J jnl
Chromatographic studies of n-Propyl Propionate: Adsorption equilibrium, modelling and uncertainties determination.
Comput. Chem. Eng.
Idelfonso B. R. Nogueira, Rui P. V. Faria, Reiner Requião, Hannu Koivisto, Márcio A. F. Martins, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro
2016 J jnl
A robustly stabilizing model predictive control strategy of stable and unstable processes.
Autom.
Márcio A. F. Martins, Darci Odloak
2013 — conf
Infinite horizon MPC applied to an industrial FCC converter.
ASCC
Márcio A. F. Martins, Darci Odloak