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Out-of-control signals in three-part compositional T2 control chart

nterpretation of out-of-control signals in multivariate control charts is a persistent problem. Identifying the variables contributing to the signal is of crucial importance for process control. Both procedures turn out to be more complicated when observations are compositions (variables adding to a constant sum). Compositional T-2 control chart (TC2) is suitable for monitoring compositions because it is based on a transformation of the data, which moves it from restricted to real space. This paper proposes a method for interpreting the out-of-control signals of the TC2 control chart for three-part compositions on the basis of an appropriate selection of the transformation. An example of industrial application illustrates the introduced techniques

This work has been partially financed by the Agencia de Gestio d’Ajuts Universitaris i de Recerca (Ref: 2009SGR424) and by the Ministerio de Ciencia e Innovacion (Ref: MTM2012-33236 and Ref: MTM2009-13272). The authors wish to thank the Universitat de Girona for the grant given to Marina Vives-Mestres during her PhD studies (BR2011/66)

Wiley

Manager: Ministerio de Economía y Competitividad (Espanya)
Ministerio de Ciencia e Innovación (Espanya)
Generalitat de Catalunya. Agència de Gestió d’Ajuts Universitaris i de Recerca
Author: Vives Mestres, Marina
Daunis-i-Estadella, Pepus
Martín Fernández, Josep Antoni
Date: 2014 April
Abstract: nterpretation of out-of-control signals in multivariate control charts is a persistent problem. Identifying the variables contributing to the signal is of crucial importance for process control. Both procedures turn out to be more complicated when observations are compositions (variables adding to a constant sum). Compositional T-2 control chart (TC2) is suitable for monitoring compositions because it is based on a transformation of the data, which moves it from restricted to real space. This paper proposes a method for interpreting the out-of-control signals of the TC2 control chart for three-part compositions on the basis of an appropriate selection of the transformation. An example of industrial application illustrates the introduced techniques
This work has been partially financed by the Agencia de Gestio d’Ajuts Universitaris i de Recerca (Ref: 2009SGR424) and by the Ministerio de Ciencia e Innovacion (Ref: MTM2012-33236 and Ref: MTM2009-13272). The authors wish to thank the Universitat de Girona for the grant given to Marina Vives-Mestres during her PhD studies (BR2011/66)
Format: application/pdf
Document access: http://hdl.handle.net/10256/10933
Language: eng
Publisher: Wiley
Collection: info:eu-repo/semantics/altIdentifier/doi/10.1002/qre.1583
info:eu-repo/semantics/altIdentifier/issn/0748-8017
info:eu-repo/semantics/altIdentifier/eissn/1099-1638
info:eu-repo/grantAgreement/MINECO//MTM2012-33236/ES/METODOS ESTADISTICOS EN ESPACIOS RESTRINGIDOS/
info:eu-repo/grantAgreement/MICINN//MTM2009-13272/ES/Analisis Estadistico De Datos Composicionales Y Otros Datos Con Espacio Muestral Restringido/
AGAUR/2009-2014/2009 SGR-424
Rights: Tots els drets reservats
Subject: Anàlisi multivariable
Multivariate analysis
Title: Out-of-control signals in three-part compositional T2 control chart
Type: info:eu-repo/semantics/article
Repository: DUGiDocs

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