33 citations · 102 across the 19 of their papers we have counts for
3 papers · 1 filter
funcharts: Control charts for multivariate functional data in R
Christian Capezza, Fabio Centofanti, Antonio Lepore +3
Modern statistical process monitoring (SPM) applications focus on profile monitoring, i.e., the monitoring of process quality characteristics that can be modeled as profiles, also…
Robust Multivariate Functional Control Chart
Christian Capezza, Fabio Centofanti, Antonio Lepore +1
In modern Industry 4.0 applications, a huge amount of data is acquired during manufacturing processes that are often contaminated with anomalous observations in the form of both ca…
Real-time Monitoring of Functional Data
Fabio Centofanti, Antonio Lepore, Murat Kulahci +1
With the rise of Industry 4.0, huge amounts of data are now generated that are apt to be modelled as functional data. In this setting, standard profile monitoring methods aim to as…