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)