Search Results - "Monson, Paulo Monteiro de Carvalho"

IoT-Driven Deep Learning for Enhanced Industrial Production Forecasting by Augusto David, Gabriel, Monteiro de Carvalho Monson, Paulo, Soares Junior, Cristiano, de Oliveira Conceicao Junior, Pedro, Roberto de Aguiar, Paulo, Simeone, Alessandro

“…Industrial demand forecasting is crucial for managing stock levels, financial revenue projections, logistics, and efficient production operations. However,…”
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Detection and Classification of Defects in 3D Printing using a Novel Skewness and Kurtosis-based Parameter of Sound Signals and Machine Learning by Lopes, Thiago Glissoi, Kennerly, Victoria Dutra, Aguiar, Paulo Roberto, Junior, Cristiano Soares, De Carvalho Monson, Paulo Monteiro, Daddona, Doriana Marilena

“…This work proposes a monitoring strategy based on kurtosis and skewness of sound signals to detect and classify the machine conditions in fused deposition…”
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Electret Microphone and Counts Statistic in Monitoring 3D Printing by Barbosa, Luanne, Lopes, Thiago Glissoi, Aguiar, Paulo Roberto, De Carvalho Monson, Paulo Monteiro, De Oliveira, Reinaldo Gotz, De Oliveira Conceicao, Pedro

“…The additive manufacturing process commonly referred to as the "3D printing process", requires effective monitoring of the initial layer printing to ensure…”
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Structural damage classification in composite materials using the Wigner-Ville distribution and convolutional neural networks by Monson, Paulo Monteiro de Carvalho, Conceição Junior, Pedro de Oliveira, Lofrano Dotto, Fabio Romano, Aguiar, Paulo Roberto de, Rodrigues, Alessandro Roger, David, Gabriel Augusto

“…•Innovative use of Wigner-Ville distribution and Convolutional Neural Networks.•Transitioning time series into the computer vision to enhance feature…”
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Machine condition monitoring in FDM based on electret microphone, SVM, and neural networks by Lopes, Thiago Glissoi, Aguiar, Paulo Roberto, Monson, Paulo Monteiro de Carvalho, D’Addona, Doriana Marilena, Conceição Júnior, Pedro de Oliveira, de Oliveira Junior, Reinaldo Götz

“…The fused deposition modeling (FDM) process, also known as 3D printing, deals with the manufacture of parts by adding layers of fused filament. Research on…”
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Computational Feasibility Study for Time-Frequency Analysis of Non-Stationary Vibration Signals Based on Wigner-Ville Distribution by Luis Otávio de Angeles Dias, Pedro Oliveira Conceição Junior, Paulo Monteiro de Carvalho Monson

“…The time-frequency analysis has garnered attention for research due to its applications in studying non-stationary signals, revealing information often…”
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fff_segmenter: A signal segmentation script for acoustic FFF fabrication data in MATLAB by Lopes, Thiago Glissoi, de Carvalho Monson, Paulo Monteiro, de Aguiar, Paulo Roberto, de Oliveira Junior, Reinaldo Götz, Junior, Pedro Oliveira Conceição

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