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2025 — Patent
Method to achieve 24/7 carbon-free electrified fleet operations
Rajagopal, Ram; Luke, Justin Ting Han; Ribeiro, Mateus Gheorghe De Castro; Cezar, Gustavo; Min, Liang
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2025 — Journal
Optimal coordination of electric buses and battery storage for achieving a 24/7 carbon-free electrified fleet
Luke, J.; Ribeiro, M. G. C.; Martin, S.; Balogun, E.; Cezar, G. V.; Pavone, M.; Rajagopal, R.
Applied Energy
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2024 — Journal
Supervised Machine Learning Models for Mechanical Properties Prediction in Additively Manufactured Composites
Prada Parra, D. P.; Ferreira, G. R. B.; Díaz, J. G.; Ribeiro, M. G. C.; Braga, A. M. B.
Applied Sciences
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2023 — Patent
Computing method for detecting and estimating cementing faults in oil well linings by acquiring acoustic profiling signals through the production tubing on the basis of machine learning and high-fidelity simulations
Ribeiro, M. G. C.; Ayala, H. V. H.; Kubrusly, A. C.; et al.
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2023 — Conference
Towards a 24/7 Carbon-Free Electric Fleet: A Digital Twin Framework
Ribeiro, M. G. C.; Luke, J.; Martin, S.; Balogun, E.; Cezar, G. V.; Pavone, M.; Rajagopal, R.
International Conference on Applied Energy (ICAE)
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2023 — Journal
Machine learning-based cement integrity evaluation with a through-tubing logging experimental setup
de Souza, L. P. B.; Ferreira, G. R. B.; Camerini, I. G.; de Magalhães Correia, T.; Ribeiro, M. G. C.; Hidalgo, J. A. S.; ...; Batista, J. H. G.
Geoenergy Science and Engineering
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2023 — Journal
Machine learning-based evaluation of eccentricity and acoustic impedance in oil well using VDL data
Ribeiro, M. G. C.; Ferreira, G. R. B.; Parente, L. E. R.; Batista, J. H. G.; Kubrusly, A. C.; Ayala, H. V. H.; Braga, A. M. B.
Geoenergy Science and Engineering
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2022 — Patent
Método para Avaliação de Defeitos na Camada de Cimento de Poços Baseado em Processamento de Imagem Originária da Perfilagem e Auxiliada por Aprendizado de Máquina
Ferreira, G. R. B.; Ribeiro, M. G. C.; Ayala, H. V. H.; et al.
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2022 — Patent
Plataforma Computacional com Interface Gráfica Baseada em Aprendizado de Máquina Ativo para a Visualização, Inferência e Interpretação Assistida de Dados Obtidos em Operações de Perfilagem do Cimento em Poços de Petróleo e Gás e Método de sua Utilização
Ribeiro, M. G. C.; Ferreira, G. R. B.; Ayala, H. V. H.; et al.
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2022 — Journal
Type-1 and Singleton Fuzzy Logic System Binary Classifier Trained by the BFGS Optimization Method
Calderano, P. H. S.; Ribeiro, M. G. C.; Teixeira, R. S.; Amaral, R. P. F.; de Menezes, I. F. M.
Fuzzy Optimization and Decision Making
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2022 — Journal
Improved feature extraction of guided wave signals for defect detection in welded thermoplastic composite joints
Ferreira, G. R. B.; Ribeiro, M. G. C.; Kubrusly, A. C.; Ayala, H. V. H.
Measurement
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2021 — Journal
Modeling and predicting the backstroke to breaststroke turns performance in age-group swimmers
Chainok, P.; de Jesus, K.; Coelho, L.; Ayala, H. V. H.; Ribeiro, M. G. C.; Fernandes, R. J.; Vilas-Boas, J. P.
Sports Biomechanics
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2021 — Journal
Machine Learning-Based Corrosion-Like Defect Estimation With Shear-Horizontal Guided Waves Improved by Mode Separation
Ribeiro, M. G. C.; Kubrusly, A. C.; Ayala, H. V. H.; Dixon, S.
IEEE Access
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2020 — Conference
Analytical and numerical modeling of through-tubing acoustic logging
Correia, T. M.; de Souza, L. P. B.; Hidalgo, J. A. S.; Ribeiro, M. G. C.; Camerini, I. G.; de Sousa, B. G.; Kubrusly, A. C.; Ayala, H. V. H.; Batista, J. H. G.; de Almeida, R. V.
Rio Oil & Gas Expo and Conference
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2020 — Conference
Damage Detection in Composite Plates with Ultrasonic Guided-waves and Nonlinear System Identification
Ribeiro, M. G. C.; Kubrusly, A. C.; Ayala, H. V. H.
IEEE Symposium Series on Computational Intelligence (SSCI)
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2019 — Journal
An enhanced aircraft engine gas path diagnostic method based on upper and lower singleton type-2 fuzzy logic system
Calderano, P. H.; Ribeiro, M. G. C.; Amaral, R. P.; Vellasco, M. M.; Tanscheit, R.; de Aguiar, E. P.
Journal of the Brazilian Society of Mechanical Sciences and Engineering
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2018 — Conference
Detection and classification of faults in aeronautical gas turbine engine: a comparison between two fuzzy logic systems
Ribeiro, M. G. C.; Calderano, P. H. S.; Amaral, R. P. F.; de Menezes, I. F. M.; Tanscheit, R.; Vellasco, M. M. B. R.; de Aguiar, E. P.
WCCI – IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
