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政大機構典藏 > 商學院 > 統計學系 > 期刊論文 > Item 140.119/62346

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/62346

Title:	Effects of Measurement Error on Process Signal Detection
Authors:	楊素芬 Yang,Su-Fen;Yang,Chung-Ming;Cheng, Ging-Yun
Contributors:	統計系
Keywords:	Control Chart;Measurement Error;Signal Detection
Date:	2012-11
Issue Date:	2013-12-10 17:14:33 (UTC+8)
Abstract:	Many data comes from a process with variables having non-normal distributions. The commonly used Shewhart variable control charts which depend heavily on the normality assumption should not be applied here. Further, measurement error of an instrument or gauge is an important factor in industry that influences the outcome of a process. Incapability of the instrument or gauge would cause the observation measure deviates from the true value and consequently lead to a false discrimination between good and bad service quality and manufacturing parts. In this study, we propose a new EWMA control chart to monitor the exponentially distributed service time between consecutive events with the measurement error instead of monitoring the number of events in a given time interval. We showed that, in the case of the measurement error following a normal distribution, the performance of the EWMA-M chart is significantly affected. We suggest letting for keeping the chart with the same detection ability; otherwise, the chart’s detection ability would be much poor than the charts with no measurement errors.
Relation:	Applied Mechanics and Materials, Vol.0 , 496-500
Data Type:	article
DOI 連結:	http://dx.doi.org/10.4028/www.scientific.net/AMM.263-266.496
DOI:	10.4028/www.scientific.net/AMM.263-266.496
Appears in Collections:	[統計學系] 期刊論文

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