Villalba-Torán, Pedro Miguel; Sanchís Saez, Javier; Ferrer, Alberto(Elsevier, 2019-02-15)
[EN] A Graphical User Interface (GUI) is developed in MATLAB as a tutorial for understanding the PCA-based MSPC strategy. The software allows users to analyze both simulated and external data sets. Simulated data are ...
Vitale, Raffaele; Noord, Onno E. de; Ferrer Riquelme, Alberto José(Elsevier, 2015-12-15)
[EN] This article explores the potential of kernel-based methods for fault diagnosis in batch process monitoring by combining Kernel-Principal Component Analysis and three common techniques which permit analyzing batch ...