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Pseudo-sample based contribution plots: innovative tools for fault diagnosis in kernel-based batch process monitoring

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Pseudo-sample based contribution plots: innovative tools for fault diagnosis in kernel-based batch process monitoring

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Vitale, R.; Noord, OED.; Ferrer Riquelme, AJ. (2015). Pseudo-sample based contribution plots: innovative tools for fault diagnosis in kernel-based batch process monitoring. Chemometrics and Intelligent Laboratory Systems. 149:40-52. doi:10.1016/j.chemolab.2015.09.013

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/64903

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Title: Pseudo-sample based contribution plots: innovative tools for fault diagnosis in kernel-based batch process monitoring
Author:
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:
[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 ...[+]
Subjects: Kernel-based techniques , Batch process monitoring , Pseudo-sample projection , Contribution plots , Fault detection , Fault diagnosis
Copyrigths: Reserva de todos los derechos
Source:
Chemometrics and Intelligent Laboratory Systems. (issn: 0169-7439 ) (eissn: 1873-3239 )
DOI: 10.1016/j.chemolab.2015.09.013
Publisher:
Elsevier
Publisher version: https://dx.doi.org/10.1016/j.chemolab.2015.09.013
Thanks:
This research work was partially supported by the Spanish Ministry of Economy and Competitiveness under the project DPI2011-28112-C04-02 and Shell Global Solutions International B.V. (Amsterdam, The Netherlands) under the ...[+]
Type: Artículo

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