An Automatic Tuning Method for Model Predictive Control Strategies von Fontes, Raony M, Martins, Márcio A. F, Odloak, Darci

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A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study von Franklin, Taniel S., Souza, Leonardo S., Fontes, Raony M., Martins, Márcio A.F.

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A robustly model predictive control strategy applied in the control of a simulated industrial polyethylene polymerization process von Nogueira, Idelfonso B.R., Fontes, Raony M., Ribeiro, Ana M., Pontes, Karen V., Embiruçu, Marcelo, Martins, Márcio A.F.

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An MPC auto-tuning framework for tracking economic goals of an ESP-lifted oil well von Fontes, Raony M., Santana, Daniel D., Martins, Márcio A.F.

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An implementable zone NMPC applied to an ESP-lifted oil well system: Handling the lack of measurements with nonlinear state estimator coupling von Santana, Bruno A., Fontes, Raony M., Martins, Márcio A.F.

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An Adaptive Infinite Horizon Model Predictive Control Strategy Applied to an ESP-lifted Oil Well System von Santana, Bruno A., Fontes, Raony M., Schnitman, Leizer, Martins, Márcio A.F.

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