Listar por autor "Godoy, José Luis"
Mostrando ítems 1-3 de 3
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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 ... -
Relationships between PCA and PLS-regression
Vega, Jorge Rubén; Godoy, José Luis; Marchetti, Jacinto L. (Revista Chem And Intell Lab Syst, 2014)This work aims at comparing several features of Principal Component Analysis (PCA) and Partial Least Squares Regression (PLSR), as techniques typically utilized for modeling, output prediction, and monitoring of multivariate ...