Reliability concepts applied to cutting tool change time. - Carmen Elena Patiño Rodriguez; Gilberto Francisco Martha de Souza (Reliab. Eng. Syst. Saf., 2010)

Tool to Aid the Teaching of Machine Design. - Cláudio José Weber; Gilberto Francisco Martha de Souza (Int. J. Recent Contributions Eng. Sci. IT, 2014)

A method for defence product major overhaul analysis focusing on interfaces redesign and extended life supportability. - Guilherme Eduardo da Cunha Barbosa; Gilberto Francisco Martha de Souza (Int. J. Prod. Res., 2018)

Wavelet-Like Transform to Optimize the Order of an Autoregressive Neural Network Model to Predict the Dissolved Gas Concentration in Power Transformer Oil from Sensor Data. - Francisco Elânio Bezerra; Fernando André Zemuner Garcia; Sílvio Ikuyo Nabeta; Gilberto Francisco Martha de Souza; Ivan Eduardo Chabu; Josemir Coelho Santos; Shigueru Nagao Junior; Fabio Henrique Pereira (Sensors, 2020)

Forecast Model Update Based on a Real-Time Data Processing Lambda Architecture for Estimating Partial Discharges in Hydrogenerator. - Fabio Henrique Pereira; Francisco Elânio Bezerra; Diego Oliva; Gilberto Francisco Martha de Souza; Ivan Eduardo Chabu; Josemir Coelho Santos; Shigueru Nagao Junior; Sílvio Ikuyo Nabeta (Sensors, 2020)

A framework to automate fault detection and diagnosis based on moving window principal component analysis and Bayesian network. - Arthur Henrique de Andrade Melani; Miguel Angelo de Carvalho Michalski; Renan Favarão da Silva; Gilberto Francisco Martha de Souza (Reliab. Eng. Syst. Saf., 2021)

Comparing PCA-based fault detection methods for dynamic processes with correlated and Non-Gaussian variables. - Miguel Angelo de Carvalho Michalski; Gilberto Francisco Martha de Souza (Expert Syst. Appl., 2022)

Semi-Supervised Framework with Autoencoder-Based Neural Networks for Fault Prognosis. - Tiago Gaspar da Rosa; Arthur Henrique de Andrade Melani; Fabio Henrique Pereira; Fabio Norikazu Kashiwagi; Gilberto Francisco Martha de Souza; Gisele Maria De Oliveira Salles (Sensors, 2022)