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A Comparative Study of Different Methodologies for Fault Diagnosis in Multivariate Quality Control

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A Comparative Study of Different Methodologies for Fault Diagnosis in Multivariate Quality Control

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dc.contributor.author Vidal Puig, Santiago es_ES
dc.contributor.author Ferrer, Alberto es_ES
dc.date.accessioned 2015-05-26T12:13:54Z
dc.date.available 2015-05-26T12:13:54Z
dc.date.issued 2014-01
dc.identifier.issn 0361-0918
dc.identifier.uri http://hdl.handle.net/10251/50782
dc.description.abstract Different methodologies for fault diagnosis in multivariate quality control have been proposed in recent years. These methods work in the space of the original measured variables and have performed reasonably well when there is a reduced number of mildly correlated quality and/or process variables with a well-conditioned covariance matrix. These approaches have been introduced by emphasizing their positive or negative virtues, generally on an individual basis, so it is not clear for the practitioner the best method to be used. This paper provides a comprehensive study of the performance of diverse methodological approaches when tested on a large number of distinct simulated scenarios. Our primary aim is to highlight key weaknesses and strengths in these methods as well as clarifying their relationships and the requirements for their implementation in practice. es_ES
dc.language Inglés es_ES
dc.publisher Taylor & Francis Inc. es_ES
dc.relation.ispartof Communications in Statistics - Simulation and Computation es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Fault Diagnosis, es_ES
dc.subject Hotelling's T2 es_ES
dc.subject Multivariate quality control es_ES
dc.subject.classification ESTADISTICA E INVESTIGACION OPERATIVA es_ES
dc.title A Comparative Study of Different Methodologies for Fault Diagnosis in Multivariate Quality Control es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1080/03610918.2012.720745
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Estadística e Investigación Operativa Aplicadas y Calidad - Departament d'Estadística i Investigació Operativa Aplicades i Qualitat es_ES
dc.description.bibliographicCitation Vidal Puig, S.; Ferrer, A. (2014). A Comparative Study of Different Methodologies for Fault Diagnosis in Multivariate Quality Control. Communications in Statistics - Simulation and Computation. 43(5):986-1005. doi:10.1080/03610918.2012.720745 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://dx.doi.org/10.1080/03610918.2012.720745 es_ES
dc.description.upvformatpinicio 986 es_ES
dc.description.upvformatpfin 1005 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 43 es_ES
dc.description.issue 5 es_ES
dc.relation.senia 251043


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