An Automatic Tuning Method for Model Predictive Control Strategies
Fontes, Raony M, Martins, Márcio A. F, Odloak, Darci
Published in Industrial & engineering chemistry research (27.11.2019)
Published in Industrial & engineering chemistry research (27.11.2019)
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Journal Article
A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study
Franklin, Taniel S., Souza, Leonardo S., Fontes, Raony M., Martins, Márcio A.F.
Published in Digital Chemical Engineering (01.12.2022)
Published in Digital Chemical Engineering (01.12.2022)
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Journal Article
A robustly model predictive control strategy applied in the control of a simulated industrial polyethylene polymerization process
Nogueira, Idelfonso B.R., Fontes, Raony M., Ribeiro, Ana M., Pontes, Karen V., Embiruçu, Marcelo, Martins, Márcio A.F.
Published in Computers & chemical engineering (02.02.2020)
Published in Computers & chemical engineering (02.02.2020)
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Journal Article
An MPC auto-tuning framework for tracking economic goals of an ESP-lifted oil well
Fontes, Raony M., Santana, Daniel D., Martins, Márcio A.F.
Published in Journal of petroleum science & engineering (01.10.2022)
Published in Journal of petroleum science & engineering (01.10.2022)
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Journal Article