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New contributions to non linear process monitoring through kernel partial least squares
(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 ...
A fault detection and diagnosis technique for multivariate processes using a PLS-decomposition of the measurement space
(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 ...