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題名 Using VSI EWMA charts to monitor dependent process steps with incorrect adjustment
作者 楊素芬
Yang,Su-Fen;Yu,Yi-Ning
關鍵詞 Control charts; Dependent process steps; Incorrect adjustment; Markov chain
日期 2009.01
上傳時間 6-Oct-2010 11:21:08 (UTC+8)
摘要 The article considers the variable process control scheme for two dependent process steps with incorrect adjustment. Incorrect adjustment
     of a process may result in shifts in process mean, ultimately affecting the quality of products. We construct variable sampling interval
     (VSI) EWMAZX and EWMAZe control charts to effectively monitor the quality variable produced by the first process step with
     incorrect adjustment and the quality variable produced by the second process step with incorrect adjustment. The performance of the
     proposed VSI control charts is measured by the adjusted average time to signal (AATS) derived using a Markov chain approach. An
     example of the automobile braking system with incorrect adjustment shows the application and performance of the proposed VSI
     EWMAZX and EWMAZe control charts in detecting shifts in process mean. Furthermore, the performance of the proposed VSI
     EWMAZX and EWMAZe control charts and the fixed sampling interval (FSI) EWMAZX and EWMAZe control charts are compared
     by numerical analysis results. These demonstrate that the former is much faster in detecting small and median shifts in mean. The optimum
     VSI EWMAZX and EWMAZe control charts are also proposed using optimization technique to minimize AATS when quality engineers
     cannot specify the values of variable sampling intervals. It has been found that the optimum VSI EWMAZX and EWMAZe control
     charts always work better than the VSI EWMAZX and EWMAZe control charts.
關聯 Expert System and Application,36(1),442-454
資料類型 article
DOI http://dx.doi.org/10.1016/j.eswa.2007.09.036
dc.creator (作者) 楊素芬zh_TW
dc.creator (作者) Yang,Su-Fen;Yu,Yi-Ning-
dc.date (日期) 2009.01en_US
dc.date.accessioned 6-Oct-2010 11:21:08 (UTC+8)-
dc.date.available 6-Oct-2010 11:21:08 (UTC+8)-
dc.date.issued (上傳時間) 6-Oct-2010 11:21:08 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/46079-
dc.description.abstract (摘要) The article considers the variable process control scheme for two dependent process steps with incorrect adjustment. Incorrect adjustment
     of a process may result in shifts in process mean, ultimately affecting the quality of products. We construct variable sampling interval
     (VSI) EWMAZX and EWMAZe control charts to effectively monitor the quality variable produced by the first process step with
     incorrect adjustment and the quality variable produced by the second process step with incorrect adjustment. The performance of the
     proposed VSI control charts is measured by the adjusted average time to signal (AATS) derived using a Markov chain approach. An
     example of the automobile braking system with incorrect adjustment shows the application and performance of the proposed VSI
     EWMAZX and EWMAZe control charts in detecting shifts in process mean. Furthermore, the performance of the proposed VSI
     EWMAZX and EWMAZe control charts and the fixed sampling interval (FSI) EWMAZX and EWMAZe control charts are compared
     by numerical analysis results. These demonstrate that the former is much faster in detecting small and median shifts in mean. The optimum
     VSI EWMAZX and EWMAZe control charts are also proposed using optimization technique to minimize AATS when quality engineers
     cannot specify the values of variable sampling intervals. It has been found that the optimum VSI EWMAZX and EWMAZe control
     charts always work better than the VSI EWMAZX and EWMAZe control charts.
-
dc.language.iso en_US-
dc.relation (關聯) Expert System and Application,36(1),442-454en_US
dc.subject (關鍵詞) Control charts; Dependent process steps; Incorrect adjustment; Markov chain-
dc.title (題名) Using VSI EWMA charts to monitor dependent process steps with incorrect adjustmenten_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.eswa.2007.09.036-
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.eswa.2007.09.036-