Infinite horizon MPC applied to an industrial FCC converter. - Márcio A. F. Martins; Darci Odloak (ASCC, 2013)

A robustly stabilizing model predictive control strategy of stable and unstable processes. - Márcio A. F. Martins; Darci Odloak (Autom., 2016)

Chromatographic studies of n-Propyl Propionate: Adsorption equilibrium, modelling and uncertainties determination. - 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 (Comput. Chem. Eng., 2018)

A novel Bayesian approach to reliability modeling: The benefits of uncertainty evaluation in the model selection procedure. - Daniel D. Santana; Celso Luiz Santiago Figueirôa Filho; Isabel Sartori; Márcio A. F. Martins (Qual. Reliab. Eng. Int., 2018)

Optimization of a True Moving Bed unit and determination of its feasible operating region using a novel Sliding Particle Swarm Optimization. - 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 (Comput. Ind. Eng., 2019)

A robustly model predictive control strategy applied in the control of a simulated industrial polyethylene polymerization process. - Idelfonso B. R. Nogueira; Raony M. Fontes; Ana M. Ribeiro; Karen V. Pontes; Marcelo Embiruçu; Márcio A. F. Martins (Comput. Chem. Eng., 2020)

Transient analysis of true/simulated moving bed reactors: A case study on the synthesis of n-Propyl propionate. - Vinícius Viena; Márcio A. F. Martins; Alírio E. Rodrigues; José M. Loureiro; Ana M. Ribeiro; Idelfonso B. R. Nogueira (Comput. Chem. Eng., 2020)

An efficient cooperative-distributed model predictive controller with stability and feasibility guarantees for constrained linear systems. - Daniel D. Santana; Márcio A. F. Martins; Darci Odloak (Syst. Control. Lett., 2020)

Optimal fragrances formulation using a deep learning neural network architecture: A novel systematic approach. - Vinícius V. Santana; Márcio A. F. Martins; José M. Loureiro; Ana M. Ribeiro; Alírio E. Rodrigues; Idelfonso B. R. Nogueira (Comput. Chem. Eng., 2021)

Stable distributed MPC with zone control and input targets. - Alexandre Sanioto Sarapka; Márcio A. F. Martins; Darci Odloak (Comput. Chem. Eng., 2021)

A long short-term memory based Quasi-Virtual Analyzer for dynamic real-time soft sensing of a Simulated Moving Bed unit. - Paulo H. Marrocos; Igor G. I. Iwakiri; Márcio A. F. Martins; Alírio E. Rodrigues; José M. Loureiro; Ana M. Ribeiro; Idelfonso B. R. Nogueira (Appl. Soft Comput., 2022)

A new Takagi-Sugeno-Kang model-based stabilizing explicit MPC formulation: An experimental case study with implementation embedded in a PLC. - 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 (Expert Syst. Appl., 2022)