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題名 Monitoring and Diagnosing Dependent Process Steps Using VSI Control Charts
作者 楊素芬
Yang,Su-Fen ; Chen,Wan-Yun
貢獻者 統計系
關鍵詞 Control charts; Dependent process steps; Optimization technique; Markov chain
日期 2011.03
上傳時間 11-Nov-2013 17:49:13 (UTC+8)
摘要 The paper proposes the variables sampling interval (VSI) scheme to monitor the means and the variances in two dependent process steps. The performance of the considered VSI control charts is measured by the adjusted average time to signal derived by a Markov chain approach. An example of the process control for the metallic film thickness of the computer connectors system shows the application and performance of the proposed VSI control charts in detecting shifts. Furthermore, the performance of the VSI control charts and the fixed sampling interval control charts are compared via the numerical analysis results. These demonstrate that the former is much faster in detecting shifts. Whenever quality engineers cannot specify the values of variable sampling intervals, the optimal VSI control charts are recommended. Furthermore, the impacts of misusing Shewhart charts to monitoring the process mean and variance in the second process step are also investigated.
關聯 Journal of Statistical Planning and Inference, 141(5), 1808-1816
資料類型 article
DOI http://dx.doi.org/10.1016/j.jspi.2010.11.030
dc.contributor 統計系en_US
dc.creator (作者) 楊素芬zh_TW
dc.creator (作者) Yang,Su-Fen ; Chen,Wan-Yun-
dc.date (日期) 2011.03en_US
dc.date.accessioned 11-Nov-2013 17:49:13 (UTC+8)-
dc.date.available 11-Nov-2013 17:49:13 (UTC+8)-
dc.date.issued (上傳時間) 11-Nov-2013 17:49:13 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/61619-
dc.description.abstract (摘要) The paper proposes the variables sampling interval (VSI) scheme to monitor the means and the variances in two dependent process steps. The performance of the considered VSI control charts is measured by the adjusted average time to signal derived by a Markov chain approach. An example of the process control for the metallic film thickness of the computer connectors system shows the application and performance of the proposed VSI control charts in detecting shifts. Furthermore, the performance of the VSI control charts and the fixed sampling interval control charts are compared via the numerical analysis results. These demonstrate that the former is much faster in detecting shifts. Whenever quality engineers cannot specify the values of variable sampling intervals, the optimal VSI control charts are recommended. Furthermore, the impacts of misusing Shewhart charts to monitoring the process mean and variance in the second process step are also investigated.en_US
dc.format.extent 351755 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Journal of Statistical Planning and Inference, 141(5), 1808-1816en_US
dc.subject (關鍵詞) Control charts; Dependent process steps; Optimization technique; Markov chainen_US
dc.title (題名) Monitoring and Diagnosing Dependent Process Steps Using VSI Control Chartsen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.jspi.2010.11.030-
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.jspi.2010.11.030-