Vitale, Raffaele; Noord, Onno E. de; Westerhuis, Johan A.; Smilde, Age K.; Ferrer, Alberto(John Wiley & Sons, 2021-02)
[EN] The possibility of addressing the problem of process troubleshooting and understanding by modelling common and distinctive sources of variation (factorsorcomponents) underlying two sets of measurements was explored ...
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 ...