Raony M. Fontes

A Physics-Informed Neural Networks (PINN) oriented approach to flow metering in oil wells: an ESP lifted oil well system as a case study

Taniel S. Franklin, Leonardo Santos de Souza, Raony M. Fontes et al. · Digital Chemical Engineering · 2022 · 34 citations · Full text

Engineering, Petroleum Engineering, Physics +17

Wave resource characterization through in-situ measurement followed by artificial neural networks' modeling

Antonio Santos Sánchez, Diego Arruda Rodrigues, Raony M. Fontes et al. · Renewable Energy · 2017 · 29 citations

Natural Sciences, Ocean Engineering, Oceanography +16

An Adaptive Infinite Horizon Model Predictive Control Strategy Applied to an ESP-lifted Oil Well System

Bruno A. Santana, Raony M. Fontes, Leizer Schnitman et al. · IFAC-PapersOnLine · 2021 · 18 citations · Full text

Engineering, Petroleum Engineering, Systems Engineering +17

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 et al. · Computers & Chemical Engineering · 2019 · 17 citations

Engineering, Chemical Engineering, Industrial Engineering +14

APPLICATION OF UNCERTAINTY ANALYSIS OF ARTIFICIAL NEURAL NETWORKSFOR PREDICTING COAGULANT AND ALKALIZER DOSAGES IN A WATER TREATMENT PROCESS

Fábio Conceição de Menezes, Raony M. Fontes, Karla Esquerre et al. · Brazilian Journal of Chemical Engineering · 2018 · 12 citations · Full text

Computing, Chemical Engineering, Computer Science +10