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題名 A new EWMA loss control chart with adaptive control scheme
作者 楊素芬
Yang, C.;Yang, Su-Fen
貢獻者 統計系
日期 2014
上傳時間 23-Apr-2015 13:57:14 (UTC+8)
摘要 A single chart, instead of and R charts or and S charts, to simultaneously monitor the process mean and variability would reduce the required time and effort. A number of studies have attempted to find such charts. Moreover, a number of studies demonstrated that the adaptive control charts may detect process shifts faster than the fixed control charts. This paper proposes the EWMA loss chart with variable sample sizes and sampling intervals (VSSI) to effectively monitor the difference of process measurements and target. An example is used to illustrate the application and performance of the proposed control chart in detecting the changes in the difference of the process measurements and target. Numerical analyses demonstrated that the VSSI EWMA loss chart outperforms the fixed sampling interval EWMA average loss chart and the Shewhart joint and S charts. Therefore, the VSSI EWMA loss chart is recommended.
關聯 Applied Mechanics and Materials, Vol.631-632, pp.12-17
資料類型 article
DOI http://dx.doi.org/10.4028/www.scientific.net/AMM.631-632.12
dc.contributor 統計系-
dc.creator (作者) 楊素芬zh_TW
dc.creator (作者) Yang, C.;Yang, Su-Fen-
dc.date (日期) 2014-
dc.date.accessioned 23-Apr-2015 13:57:14 (UTC+8)-
dc.date.available 23-Apr-2015 13:57:14 (UTC+8)-
dc.date.issued (上傳時間) 23-Apr-2015 13:57:14 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/74758-
dc.description.abstract (摘要) A single chart, instead of and R charts or and S charts, to simultaneously monitor the process mean and variability would reduce the required time and effort. A number of studies have attempted to find such charts. Moreover, a number of studies demonstrated that the adaptive control charts may detect process shifts faster than the fixed control charts. This paper proposes the EWMA loss chart with variable sample sizes and sampling intervals (VSSI) to effectively monitor the difference of process measurements and target. An example is used to illustrate the application and performance of the proposed control chart in detecting the changes in the difference of the process measurements and target. Numerical analyses demonstrated that the VSSI EWMA loss chart outperforms the fixed sampling interval EWMA average loss chart and the Shewhart joint and S charts. Therefore, the VSSI EWMA loss chart is recommended.-
dc.format.extent 104 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Applied Mechanics and Materials, Vol.631-632, pp.12-17-
dc.title (題名) A new EWMA loss control chart with adaptive control scheme-
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.4028/www.scientific.net/AMM.631-632.12-
dc.doi.uri (DOI) http://dx.doi.org/10.4028/www.scientific.net/AMM.631-632.12-