Listar Facultad Regional Santa Fe por autor "Marchetti, Jacinto"
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A fault detection and diagnosis technique for multivariate processes using a PLS-decomposition of the measurement space
Vega, Jorge Ruben; Godoy, José Luis; Marchetti, Jacinto (2013)A newstatisticalmonitoring technique based on partial least squares (PLS) is proposed for fault detection and di- 24 agnosis inmultivariate processes that exhibit collinearmeasurements. A typical PLS regression (PLSR)modeling ... -
New contributions to non linear process monitoring through kernel partial least squares
Vega, Jorge Ruben; Godoy, José Luis; Marchetti, Jacinto; Zumoffen, David (2013)The kernel partial least squares (KPLS) method was originally focused on soft-sensor calibration for predicting online quality attributes. In this work, an analysis of the KPLS-based modeling technique and its application ...