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Marcio Fontana

Federal University of Bahia (UFBA)

SCHOLARLY PAPERS

3

DOWNLOADS

158

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Enhancing Peak Ground Acceleration Prediction Using Pseudo Spectral Clustering: Overcoming Missing Soil Data

Number of pages: 23 Posted: 09 Jan 2025
Galdir Reges, Eduardo Ismael Hernandez, Eldman Nunes, Paulo Sampaio, Marcio Fontana and Laura Peralta
Federal University of Bahia, Post Graduate Program in Mechatronics, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Federal University of Bahia (UFBA) and affiliation not provided to SSRN
Downloads 70 (883,195)

Abstract:

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Ground Motion Prediction, Peak Ground Acceleration Regression, Ensemble machine learning, Pseudo Spectral Acceleration Clustering, Seismic Risk Assessment Support

2.

An Uncertainty Approach for Electric Submersible Pump Modeling Through Deep Neural Network

Number of pages: 23 Posted: 20 Sep 2023
Erbet Almeida Costa, Carine de Menezes Rebello, Vinícius Viena Santana, Galdir Reges, Odilon S.L. de Abreu, Tiago de Oliveira Silva, Marcos Pellegrini Ribeiro, Bernardo Pereira Foresti, Marcio Fontana, Idelfonso B. R. Nogueira and Leizer Schnitman
Norwegian University of Science and Technology (NTNU), Norwegian University of Science and Technology (NTNU), Norwegian University of Science and Technology (NTNU), Federal University of Bahia, Post Graduate Program in Mechatronics, Federal University of Bahia (UFBA), Federal University of Bahia (UFBA), Petrobras, Petrobras, Federal University of Bahia (UFBA), Norwegian University of Science and Technology (NTNU) and Federal University of Bahia (UFBA)
Downloads 69 (883,195)
Citation 1

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Electric Submersible Pump, deep neural networks, Uncertainty Assessment, MCMC

3.

Practical implementation aspects and experimental results of model predictive controllers inElectric Submersible pumps

Number of pages: 20 Posted: 04 Feb 2026
Erbet Almeida Costa, Odilon Santana Luiz de Abreu, Galdir Reges, Tiago de Oliveira Silva, Carine Rebello, Marcio Fontana, Marcos Pellegrini Ribeiro, Idelfonso B. R. Nogueira and Leizer Schnitman
Norwegian University of Science and Technology (NTNU), affiliation not provided to SSRN, Federal University of Bahia, Post Graduate Program in Mechatronics, affiliation not provided to SSRN, affiliation not provided to SSRN, Federal University of Bahia (UFBA), Petrobras, Norwegian University of Science and Technology (NTNU) and Federal University of Bahia (UFBA)
Downloads 19 (1,459,862)

Abstract:

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Real-time implementation of model predictive controllers, Electric submersible pumps control, System integration in legacy control structures.