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One-sided Variable Sampling Interval EWMA Control Charts for Monitoring the Multivariate Coefficient of Variation in the Presence of Measurement Errors

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One-sided Variable Sampling Interval EWMA Control Charts for Monitoring the Multivariate Coefficient of Variation in the Presence of Measurement Errors

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dc.contributor.author Nguyen, Quoc-Thông es_ES
dc.contributor.author Giner-Bosch, Vicent es_ES
dc.contributor.author Tran, Kim Duc es_ES
dc.contributor.author Heuchenne, Cédric es_ES
dc.contributor.author Tran, Kim Phuc es_ES
dc.date.accessioned 2023-09-13T18:00:37Z
dc.date.available 2023-09-13T18:00:37Z
dc.date.issued 2021-07 es_ES
dc.identifier.issn 0268-3768 es_ES
dc.identifier.uri http://hdl.handle.net/10251/196327
dc.description.abstract [EN] Online monitoring of the multivariate coefficient of variation (MCV) can be of interest in many real situations in which the dispersion of a multivariate process is meant to remain constant with regard to its position. To this aim, several control charts have been recently proposed in the literature. In this paper, the new one-sided adaptive charts to monitor the MCV are proposed. The chart applies a variable sampling interval (VSI) strategy on an exponentially weighted moving average (EWMA) scheme, aiming at benefiting from the known advantages of both approaches. Formulas to optimally determine the parameters of the chart are derived and presented. The proposed chart is shown to outperform competing charts under most circumstances. The presence of the measurement errors is considered to understand their effects on the charts. An illustrative example is also included. es_ES
dc.description.sponsorship VGB's research work was supported by the Ministerio de Ciencia e Innovacion of Spain under grant no. PID2019-110442GBI00. es_ES
dc.language Inglés es_ES
dc.publisher Springer-Verlag es_ES
dc.relation.ispartof The International Journal of Advanced Manufacturing Technology es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Multivariate Coefficient of Variation es_ES
dc.subject EWMA es_ES
dc.subject Variable sampling interval es_ES
dc.subject Average time to signal (ATS) es_ES
dc.subject Measurement Errors es_ES
dc.subject.classification ESTADISTICA E INVESTIGACION OPERATIVA es_ES
dc.title One-sided Variable Sampling Interval EWMA Control Charts for Monitoring the Multivariate Coefficient of Variation in the Presence of Measurement Errors es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1007/s00170-021-07138-8 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-110442GB-I00/ES/INFERENCIA ESTADISTICA Y MODELIZACION APLICADA AL CONTROL DE CALIDAD, LA MONITORIZACION DE PROCESOS Y EL ANALISIS DE FIABILIDAD INDUSTRIAL/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Ingenieros Industriales - Escola Tècnica Superior d'Enginyers Industrials es_ES
dc.description.bibliographicCitation Nguyen, Q.; Giner-Bosch, V.; Tran, KD.; Heuchenne, C.; Tran, KP. (2021). One-sided Variable Sampling Interval EWMA Control Charts for Monitoring the Multivariate Coefficient of Variation in the Presence of Measurement Errors. The International Journal of Advanced Manufacturing Technology. 115(5-6):1821-1851. https://doi.org/10.1007/s00170-021-07138-8 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1007/s00170-021-07138-8 es_ES
dc.description.upvformatpinicio 1821 es_ES
dc.description.upvformatpfin 1851 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 115 es_ES
dc.description.issue 5-6 es_ES
dc.relation.pasarela S\437916 es_ES
dc.contributor.funder Ministerio de Ciencia e Innovación es_ES
dc.description.references Abbasi SA, Adegoke NA (2018) Multivariate coefficient of variation control charts in phase I of SPC. Int J Adv Manufact Technol 99(5-8):1903–1916 es_ES
dc.description.references Allison PD (1978) Measures of inequality. Am Sociol Rev 43(6):865–880 es_ES
dc.description.references Ayyoub HN, Khoo MB, Saha S, Castagliola P (2020) Multivariate coefficient of variation charts with measurement errors. Comput Indust Eng 147:106633. Article es_ES
dc.description.references Ayyoub HN, Khoo MB, Saha S, Castagliola P (2020) Multivariate coefficient of variation charts with measurement errors. Comput Indust Eng 147:106633. https://doi.org/10.1016/j.cie.2020.106633 es_ES
dc.description.references Ayyoub HN, Khoo MB, Saha S, Lee MH (2020) Variable sampling interval ewma chart for multivariate coefficient of variation. Commun Stat-Theor Methods 1–21 es_ES
dc.description.references Ayyoub HN, Khoo MBC, Lee MH, Haq A (2021) Monitoring multivariate coefficient of variation with upward shewhart and ewma charts in the presence of measurement errors using the linear covariate error model. Qual Reliab Eng Int 37(2):694–716. https://doi.org/10.1002/qre.2757 es_ES
dc.description.references Brook D, Evans DA (1972) An Approach to the Probability Distribution of Cusum Run Length. Biometrika 59(3):539–549 es_ES
dc.description.references Castagliola P, Achouri A, Taleb H, Celano G, Psarakis S (2013) Monitoring the coefficient of variation using a variable sampling interval control chart. Qual Reliab Eng Int 29(8):1135–1149 es_ES
dc.description.references Castagliola P, Achouri A, Taleb H, Celano G, Psarakis S (2015) Monitoring the coefficient of variation using a variable sample size control chart. Int J Adv Manuf Technol 81(9-12):1561–1576 es_ES
dc.description.references Chew X, Khaw KW (2020) One-sided downward control chart for monitoring the multivariate coefficient of variation with VSSI strategy. J Math Fundament Sci 52(1):112–130 es_ES
dc.description.references Chew X, Khaw KW, Lee MH (2020) The efficiency of run rules schemes for the multivariate coefficient of variation in short runs process. Commun Stat-Simul Computat 1–21 es_ES
dc.description.references Chew X, Khaw KW, Yeong WC (2020) The efficiency of run rules schemes for the multivariate coefficient of variation: a Markov chain approach. J Appl Stat 47(3):460–480 es_ES
dc.description.references Chew X, Khoo MBC, Khaw KW, Yeong WC, Chong ZL (2019) A proposed variable parameter control chart for monitoring the multivariate coefficient of variation. Qual Reliab Eng Int 35(7):2442–2461 es_ES
dc.description.references Cui RQ, Reynolds MR Jr (1988) X̄-Chart with runs and variable sampling intervals. Commun Stat-Simul Comput 17(3):1073–1093 es_ES
dc.description.references Giner-Bosch V, Tran KP, Castagliola P, Khoo MBC (2019) An EWMA control chart for the multivariate coefficient of variation. Qual Reliab Eng Int 35(6):1515–1541 es_ES
dc.description.references Haq A, Bibi N, Chong khoo MB (2020) Enhanced EWMA charts for monitoring the process coefficient of variation. Quality and Reliability Engineering International n/a(Early view) es_ES
dc.description.references Haq A, Khoo MB (2019) New adaptive EWMA control charts for monitoring univariate and multivariate coefficient of variation. Comput Ind Eng 131:28–40 es_ES
dc.description.references Kang C, Lee M, Seon Y, Hawkins DM (2007) A control chart for the coefficient of variation. J Qual Technol 39(2):151–158 es_ES
dc.description.references Khatun M, Khoo MB, Lee MH, Castagliola P (2019) One-sided control charts for monitoring the multivariate coefficient of variation in short production runs. Trans Inst Meas Control 41(6):1712–1728 es_ES
dc.description.references Khaw KW, Chew X, Yeong WC, Lim SL (2019) Optimal design of the synthetic control chart for monitoring the multivariate coefficient of variation. Chemometr Intell Lab Syst 186:33–40 es_ES
dc.description.references Khaw KW, Khoo MB, Castagliola P, Rahim M (2018) New adaptive control charts for monitoring the multivariate coefficient of variation. Comput Ind Eng 126:595–610 es_ES
dc.description.references Lim AJX, Khoo MBC, Teoh WL, Haq A (2017) Run sum chart for monitoring multivariate coefficient of variation. Comput Ind Eng 109:84–95 es_ES
dc.description.references Lucas JM, Saccucci MS (1990) Exponentially weighted moving average control schemes: properties and enhancements. Technometrics 32(1):1–12 es_ES
dc.description.references Marquardt DW (1963) An algorithm for least-squares estimation of nonlinear parameters. J Soc Indust Appl Math 11(2):431–441 es_ES
dc.description.references Montgomery DC (2012) Introduction to statistical quality control, 7th edn. Wiley, Hoboken es_ES
dc.description.references Ng WC, Khoo MBC, Chong ZL, Lee MH (2019) Economic and economic-statistical designs of multivariate coefficient of variation Chart REVSTAT - Statistical Journal (Forthcoming papers) es_ES
dc.description.references Nguyen HD, Tran KP, Celano G, Maravelakis PE, Castagliola P (2020) On the effect of the measurement error on shewhart t and ewma t control charts. Int J Adv Manufact Technol 107(9):4317–4332 es_ES
dc.description.references Nguyen QT, Tran KP, Castagliola P, Celano G, Lardjane S (2019) One-sided synthetic control charts for monitoring the multivariate coefficient of variation. J Stat Comput Simul 89(10):1841–1862 es_ES
dc.description.references Nguyen QT, Tran KP, Heuchenne HL, Nguyen TH, Nguyen HD (2019) Variable sampling interval Shewhart control charts for monitoring the multivariate coefficient of variation. Appl Stoch Model Bus Ind 35(5):1253–1268 es_ES
dc.description.references Reynolds MR Jr, Amin RW, Arnold JC (1990) CUSUM Charts with variable sampling intervals. Technometrics 32(4):371–384 es_ES
dc.description.references Reynolds MR Jr, Amin RW, Arnold JC, Nachlas JA (1988) X̄ Charts with variable sampling intervals. Technometrics 30(2):181–192 es_ES
dc.description.references Ridge E, Kudenko D (2010) Tuning an algorithm using design of experiments. In: Bartz-Beielstein T, Chiarandini M, Paquete L, Preuss M (eds) Experimental methods for the analysis of optimization algorithms, chap. 11. Springer, New York, pp 265–286 es_ES
dc.description.references Roberts SW (1959) Control chart tests based on geometric moving averages. Technometrics 1 (3):239–250 es_ES
dc.description.references Runger GC, Montgomery DC (1993) Adaptive sampling enhancements for Shewhart control charts. IIE Trans 25(3):41–51 es_ES
dc.description.references Runger GC, Pignatiello JJ (1991) Adaptive sampling for process control. J Qual Technol 23 (2):135–155 es_ES
dc.description.references Saccucci MS, Amin RW, Lucas JM (1992) Exponentially weighted moving average control schemes with variable sampling intervals. Commun Stat-Simul Comput 21(3):627–657 es_ES
dc.description.references Suárez-Cabello MJ (2019) Gráficos de control para el coeficiente de variación multivariante: estado actual y análisis comparativo. Master’s Thesis, Universitat Politècnica de València. http://hdl.handle.net/10251/129499 es_ES
dc.description.references Tagaras G (1998) A survey of recent developments in the design of adaptive control charts. J Qual Technol 30(3):212–231 es_ES
dc.description.references Teoh WL, Khoo MBC, Castagliola P, Yeong WC, Teh SY (2017) Run-sum control charts for monitoring the coefficient of variation. Eur J Oper Res 257(1):144–158 es_ES
dc.description.references Tran PH, Tran KP (2016) The efficiency of CUSUM schemes for monitoring the coefficient of variation. Appl Stoch Model Bus Ind 32(6):870–881 es_ES
dc.description.references Tran PH, Tran KP, Huong TT, Heuchenne C, Nguyen TAD, Do CN (2018) A variable sampling interval ewma distribution-free control chart for monitoring services quality. In: Proceedings of the 2018 international conference on e-business and applications, pp. 1–5 es_ES
dc.description.references Voinov V, Nikulin M (1996) Unbiased estimators and their applications: Volume 2: Multivariate Case, vol 362. Springer Science & Business Media, New York es_ES
dc.description.references Yeong W, Khoo MB, Tham L, Teoh W, Rahim M (2017) Monitoring the coefficient of variation using a variable sampling interval ewma chart. J Qual Technol 49(4):380–401 es_ES
dc.description.references Yeong WC, Khoo MBC, Teoh WL, Castagliola P (2016) A control chart for the multivariate coefficient of variation. Qual Reliab Eng Int 32(3):1213–1225 es_ES


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