Bruno Didier Olivier Capron

Where Reinforcement Learning Meets Process Control: Review and Guidelines

Ruan de Rezende Faria, Bruno Didier Olivier Capron, Argimiro R. Secchi et al. · Processes · 2022 · 53 citations · Full text

Artificial Intelligence, Imitation Learning, Engineering +15

A data-driven tracking control framework using physics-informed neural networks and deep reinforcement learning for dynamical systems

Ruan de Rezende Faria, Bruno Didier Olivier Capron, Argimiro R. Secchi et al. · Engineering Applications of Artificial Intelligence · 2023 · 46 citations

Engineering, Deep Reinforcement, Deep Reinforcement Learning +8

Linear matrix inequality-based robust model predictive control for time-delayed systems

Bruno Didier Olivier Capron, M. Uchiyama, Darci Odloak · IET Control Theory and Applications · 2011 · 22 citations

Mathematical Programming, Engineering, Industrial Engineering +16

A robust LQR-MPC control strategy with input constraints and control zones

Bruno Didier Olivier Capron, Darci Odloak · Journal of Process Control · 2018 · 17 citations

Engineering, Aerospace Engineering, Model-based Control Technique +11

Model predictive control with dead-time compensation applied to a gas compression system

Sergio Andres Castano Giraldo, Reinaldo Calderón Supelano, Thiago Coelho Davila et al. · Journal of Petroleum Science and Engineering · 2021 · 15 citations

Control Method, Dead-time Compensation, Engineering +7