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題名 Variable control scheme in the cascade processes
作者 楊素芬
Yang, Su-Fen
貢獻者 統計系
關鍵詞 Control charts; Cascade processes; Markov chain
日期 2010-01
上傳時間 11-Nov-2013 17:44:29 (UTC+8)
摘要 The article considers the variables process control scheme for cascade processes. We construct variable sample sizes and sampling intervals (VSSI) control charts to effectively monitor the input variable and the output variable produced by a cascade process. The performance of the proposed VSSI control charts is measured by the adjusted average time to signal derived by a Markov chain approach. An example of the metallic film thickness of the computer connectors system shows the application and the performance of the proposed VSSI control charts in detecting shifts in means of the cascade process. Furthermore, the performance of the proposed VSSI control charts and the fixed sample sizes and sampling intervals control charts are compared by numerical analysis results. These demonstrate that the former is much faster in detecting small and medium shifts. The optimum VSSI control charts are also proposed using optimization technique when quality engineers cannot specify the values of the variable sample sizes and sampling intervals. It has been found that the optimum VSSI control charts work and are thus suggested whenever quality engineers cannot specify the values of variable sample sizes and sampling intervals. Furthermore, the impacts of misusing Shewhart charts to monitoring the process means on the cascade process are also investigated.
關聯 Expert systems with applications, 37(1) , 787-798
資料類型 article
DOI http://dx.doi.org/10.1016/j.eswa.2009.05.095
dc.contributor 統計系en_US
dc.creator (作者) 楊素芬zh_TW
dc.creator (作者) Yang, Su-Fen-
dc.date (日期) 2010-01en_US
dc.date.accessioned 11-Nov-2013 17:44:29 (UTC+8)-
dc.date.accessioned 11-Nov-2013 17:44:38 (UTC+8)-
dc.date.available 11-Nov-2013 17:44:29 (UTC+8)-
dc.date.available 11-Nov-2013 17:44:38 (UTC+8)-
dc.date.issued (上傳時間) 11-Nov-2013 17:44:29 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/61599-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/61600-
dc.description.abstract (摘要) The article considers the variables process control scheme for cascade processes. We construct variable sample sizes and sampling intervals (VSSI) control charts to effectively monitor the input variable and the output variable produced by a cascade process. The performance of the proposed VSSI control charts is measured by the adjusted average time to signal derived by a Markov chain approach. An example of the metallic film thickness of the computer connectors system shows the application and the performance of the proposed VSSI control charts in detecting shifts in means of the cascade process. Furthermore, the performance of the proposed VSSI control charts and the fixed sample sizes and sampling intervals control charts are compared by numerical analysis results. These demonstrate that the former is much faster in detecting small and medium shifts. The optimum VSSI control charts are also proposed using optimization technique when quality engineers cannot specify the values of the variable sample sizes and sampling intervals. It has been found that the optimum VSSI control charts work and are thus suggested whenever quality engineers cannot specify the values of variable sample sizes and sampling intervals. Furthermore, the impacts of misusing Shewhart charts to monitoring the process means on the cascade process are also investigated.en_US
dc.format.extent 615246 bytes-
dc.format.extent 615246 bytes-
dc.format.mimetype application/pdf-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Expert systems with applications, 37(1) , 787-798en_US
dc.subject (關鍵詞) Control charts; Cascade processes; Markov chainen_US
dc.title (題名) Variable control scheme in the cascade processesen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.eswa.2009.05.095-
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.eswa.2009.05.095-