Multivariate multinomial T2 control chart using fuzzy approach

Vista sencilla de ítem
dc.contributor.affiliationFacultad de Administración y Dirección de Empresas
dc.contributor.affiliationDepartamento de Estadística e Investigación Operativa Aplicadas y Calidad
dc.contributor.affiliationCentro de Gestión de la Calidad y del Cambio
dc.contributor.authorPastuizaca Fernández, María Nelaes_ES
dc.contributor.authorCarrión García, Andrés
dc.contributor.authorRuiz Barzola, Omares_ES
dc.date.accessioned2016-05-09T18:11:15Z
dc.date.available2016-05-09T18:11:15Z
dc.date.issued2015
dc.descriptionThis is an author's accepted manuscript of an article published in: “International Journal of Production Research"; Volume 53, Issue 7, 2015; copyright Taylor & Francis; available online at: http://dx.doi.org/10.1080/00207543.2014.983617es_ES
dc.description.abstractQuality of a product is often measured through various quality characteristics generally correlated. Multivariate control charts are a response to the need for quality control in such situations. If quality characteristics are qualitative, it sometimes happens that the product quality is defined by linguistic variables where quality levels are represented by some specific words and product units are classified into several linguistic forms categories, depending on the degree of fulfilment of expectations, creating a situation of fuzzy classifications. This study first reviews the concepts found in the literature on the development of fuzzy multivariate control charts. We propose a method to control these fuzzy quality evaluations, with correlated multiple attributes quality characteristics, through the use of a Hotelling T2 control chart.es_ES
dc.description.accrualMethodSes_ES
dc.description.bibliographicCitationPastuizaca Fernández, MN.; Carrión García, A.; Ruiz Barzola, O. (2015). Multivariate multinomial T2 control chart using fuzzy approach. International Journal of Production Research. 53(7):2225-2238. doi:10.1080/00207543.2014.983617es_ES
dc.description.issue7es_ES
dc.description.referencesAparisi, F., Avendaño, G., & Sanz, J. (2006). Techniques to interpretT2control chart signals. IIE Transactions, 38(8), 647-657. doi:10.1080/07408170600692200es_ES
dc.description.referencesCheng, C.-B. (2005). Fuzzy process control: construction of control charts with fuzzy numbers. Fuzzy Sets and Systems, 154(2), 287-303. doi:10.1016/j.fss.2005.03.002es_ES
dc.description.referencesChou, Y.-M., Mason, R. L., & Young, J. C. (2001). THE CONTROL CHART FOR INDIVIDUAL OBSERVATIONS FROM A MULTIVARIATE NON-NORMAL DISTRIBUTION. Communications in Statistics - Theory and Methods, 30(8-9), 1937-1949. doi:10.1081/sta-100105706es_ES
dc.description.referencesCivanlar, M. R., & Trussell, H. J. (1986). Constructing membership functions using statistical data. Fuzzy Sets and Systems, 18(1), 1-13. doi:10.1016/0165-0114(86)90024-2es_ES
dc.description.referencesCrosier, R. B. (1988). Multivariate Generalizations of Cumulative Sum Quality-Control Schemes. Technometrics, 30(3), 291-303. doi:10.1080/00401706.1988.10488402es_ES
dc.description.referencesGülbay, M., & Kahraman, C. (2007). An alternative approach to fuzzy control charts: Direct fuzzy approach. Information Sciences, 177(6), 1463-1480. doi:10.1016/j.ins.2006.08.013es_ES
dc.description.referencesHOLMES, D. S., & MERGEN, A. E. (1993). IMPROVING THE PERFORMANCE OF THET2CONTROL CHART. Quality Engineering, 5(4), 619-625. doi:10.1080/08982119308919004es_ES
dc.description.referencesLowry, C. A., Woodall, W. H., Champ, C. W., & Rigdon, S. E. (1992). A Multivariate Exponentially Weighted Moving Average Control Chart. Technometrics, 34(1), 46. doi:10.2307/1269551es_ES
dc.description.referencesLu, X. S. (1998). Control chart for multivariate attribute processes. International Journal of Production Research, 36(12), 3477-3489. doi:10.1080/002075498192166es_ES
dc.description.referencesMason, R. L., Tracy, N. D., & Young, J. C. (1997). A Practical Approach for Interpreting Multivariate T2 Control Chart Signals. Journal of Quality Technology, 29(4), 396-406. doi:10.1080/00224065.1997.11979791es_ES
dc.description.referencesRAZ, T., & WANG, J.-H. (1990). Probabilistic and membership approaches in the construction of control charts for linguistic data. Production Planning & Control, 1(3), 147-157. doi:10.1080/09537289008919311es_ES
dc.description.referencesRunger, G. C., Alt, F. B., & Montgomery, D. C. (1996). Contributors to a multivariate statistical process control chart signal. Communications in Statistics - Theory and Methods, 25(10), 2203-2213. doi:10.1080/03610929608831832es_ES
dc.description.referencesSullivan, J. H., & Woodall, W. H. (1996). A Comparison of Multivariate Control Charts for Individual Observations. Journal of Quality Technology, 28(4), 398-408. doi:10.1080/00224065.1996.11979698es_ES
dc.description.referencesTaleb, H. (2009). Control charts applications for multivariate attribute processes. Computers & Industrial Engineering, 56(1), 399-410. doi:10.1016/j.cie.2008.06.015es_ES
dc.description.referencesTaleb, H., Limam, M., & Hirota, K. (2006). Multivariate Fuzzy Multinomial Control Charts. Quality Technology & Quantitative Management, 3(4), 437-453. doi:10.1080/16843703.2006.11673125es_ES
dc.description.referencesWANG, J.-H., & RAZ, T. (1990). On the construction of control charts using linguistic variables. International Journal of Production Research, 28(3), 477-487. doi:10.1080/00207549008942731es_ES
dc.description.referencesZadeh, L. A. (1965). Fuzzy sets. Information and Control, 8(3), 338-353. doi:10.1016/s0019-9958(65)90241-xes_ES
dc.description.upvformatpfin2238es_ES
dc.description.upvformatpinicio2225es_ES
dc.description.volume53es_ES
dc.identifier.doi10.1080/00207543.2014.983617
dc.identifier.eissn1366-588X
dc.identifier.issn0020-7543
dc.identifier.urihttps://riunet.upv.es/handle/10251/63805
dc.languageIngléses_ES
dc.publisherTaylor & Francis: STM, Behavioural Science and Public Health Titleses_ES
dc.relation.ispartofInternational Journal of Production Researches_ES
dc.relation.publisherversionhttp://dx.doi.org/10.1080/00207543.2014.983617es_ES
dc.relation.references10.1080/07408170600692200es_ES
dc.relation.references10.1016/j.fss.2005.03.002es_ES
dc.relation.references10.1081/STA-100105706es_ES
dc.relation.references10.1016/0165-0114(86)90024-2es_ES
dc.relation.references10.1080/00401706.1988.10488402es_ES
dc.relation.references10.1016/j.ins.2006.08.013es_ES
dc.relation.references10.1080/08982119308919004es_ES
dc.relation.references10.2307/1269551es_ES
dc.relation.references10.1080/002075498192166es_ES
dc.relation.references10.1080/00224065.1997.11979791es_ES
dc.relation.references10.1080/09537289008919311es_ES
dc.relation.references10.1080/03610929608831832es_ES
dc.relation.references10.1080/00224065.1996.11979698es_ES
dc.relation.references10.1016/j.cie.2008.06.015es_ES
dc.relation.references10.1080/16843703.2006.11673125es_ES
dc.relation.references10.1080/00207549008942731es_ES
dc.relation.references10.1016/S0019-9958(65)90241-Xes_ES
dc.relation.senia281364es_ES
dc.rightsReserva de todos los derechoses_ES
dc.rights.accessRightsAbiertoes_ES
dc.subjectMultinomial processeses_ES
dc.subjectFuzzy theoryes_ES
dc.subjectHotelling T2es_ES
dc.subject.classificationESTADISTICA E INVESTIGACION OPERATIVAes_ES
dc.titleMultivariate multinomial T2 control chart using fuzzy approaches_ES
dc.typeArtículoes_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dspace.entity.typePublication
person.identifier2994
person.identifier.orcid0000-0002-0953-2500
relation.isAuthorOfPublicationa2d96b6f-0850-41c0-92de-ad8f35423416
relation.isAuthorOfPublication.latestForDiscoverya2d96b6f-0850-41c0-92de-ad8f35423416
relation.isOrgUnitOfPublication67c03db1-c7ed-41d2-8506-f61e5b5de340
relation.isOrgUnitOfPublication73ebfca7-bf81-404f-861a-703ddec70645
relation.isOrgUnitOfPublicationd72ebf4d-2a2e-463f-a59f-415327679a92
relation.isOrgUnitOfPublication.latestForDiscovery67c03db1-c7ed-41d2-8506-f61e5b5de340
upv.uuida4cd49e4-aa9f-4931-bbb1-78a7966f7efees_ES

Archivos

Bloque original

Mostrando 1 - 2 de 2
Miniatura
Nombre:
Paper1 MMT2FA version autor.pdf
Tamaño:
610.62 KB
Formato:
Adobe Portable Document Format
Descripción:
Versión del Autor.
[object Object] Descargar
Miniatura
Nombre:
Marianela_2015_TPRS_A_983617_corrected.pdf
Tamaño:
256.86 KB
Formato:
Adobe Portable Document Format
Descripción:
Versión editorial
Descargar

Colecciones

Artículos, conferencias, monografías