33 citations · 102 across the 19 of their papers we have counts for
4 papers · 1 filter
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…
Robust Functional ANOVA with Application to Additive Manufacturing
Fabio Centofanti, Bianca Maria Colosimo, Marco Luigi Grasso +3
The development of data acquisition systems is facilitating the collection of data that are apt to be modelled as functional data. In some applications, the interest lies in the id…
Functional clustering methods for resistance spot welding process data in the automotive industry
Christian Capezza, Fabio Centofanti, Antonio Lepore +1
Quality assessment of resistance spot welding (RSW) joints of metal sheets in the automotive industry is typically based on costly and lengthy off-line tests that are unfeasible on…