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Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping

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Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping

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González Martínez, JM.; Ferrer Riquelme, AJ.; Westerhuis, JA. (2011). Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping. Chemometrics and Intelligent Laboratory Systems. 105(2):195-206. doi:10.1016/j.chemolab.2011.01.003

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Title: Real-time synchronization of batch trajectories for on-line multivariate statistical process control using Dynamic Time Warping
Author: González Martínez, José María Ferrer Riquelme, Alberto José Westerhuis, Johan A.
UPV Unit: Universitat Politècnica de València. Departamento de Estadística e Investigación Operativa Aplicadas y Calidad - Departament d'Estadística i Investigació Operativa Aplicades i Qualitat
Issued date:
Abstract:
This paper addresses the real-time monitoring of batch processes with multiple different local time trajectories of variables measured during the process run. For Unfold Principal Component Analysis (U-PCA)—or Unfold Partial ...[+]
Subjects: Dynamic Time Warping , On-line synchronization , Batch processes , Multivariate statistical process control
Copyrigths: Reserva de todos los derechos
Source:
Chemometrics and Intelligent Laboratory Systems. (issn: 0169-7439 )
DOI: 10.1016/j.chemolab.2011.01.003
Publisher:
Elsevier
Publisher version: http://dx.doi.org/10.1016/j.chemolab.2011.01.003
Project ID:
Spanish government under the project (DPI2008-06880-C03-03)
Thanks:
This research work was supported by the Spanish government under the project (DPI2008-06880-C03-03). We also gratefully acknowledge Jose Camacho PhD. for providing simulated data from a fermentation process of Saccharomyces ...[+]
Type: Artículo

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