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Bilinear modeling of batch processes. Part III: Parameter Stability

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Bilinear modeling of batch processes. Part III: Parameter Stability

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González Martínez, JM.; Camacho Paez, J.; Ferrer, A. (2014). Bilinear modeling of batch processes. Part III: Parameter Stability. Journal of Chemometrics. 28(1):10-27. doi:10.1002/cem.2562

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Title: Bilinear modeling of batch processes. Part III: Parameter Stability
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
Universitat Politècnica de València. Departamento de Ingeniería de Sistemas y Automática - Departament d'Enginyeria de Sistemes i Automàtica
Issued date:
Abstract:
A paramount aspect in the development of a model for a monitoring system is the so-called parameter stability. This is inversely related to the uncertainty, i.e., the variance in the parameters estimates. Noise affects the ...[+]
Subjects: Stability , Uncertainty , Multivariate statistical process control , Unfolding , Principal component analysis , Synchronization
Copyrigths: Reserva de todos los derechos
Source:
Journal of Chemometrics. (issn: 0886-9383 ) (eissn: 1099-128X )
DOI: 10.1002/cem.2562
Publisher:
Wiley
Publisher version: http://dx.doi.org/10.1002/cem.2562
Thanks:
This research work was partially supported by the Spanish Ministry of Economy and Competitiveness under the project DPI2011-28112-C04-02. Authors also acknowledge the anonymous reviewers for their comments to improve the article.[+]
Type: Artículo

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