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A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean
The usual practice of using a control chart to monitor a process is to take samples from the process with fixed sampling interval (FSI). In this paper, a synthetic [Image: see text] control chart with the variable sampling interval (VSI) feature is proposed for monitoring changes in the process mean...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4423939/ https://www.ncbi.nlm.nih.gov/pubmed/25951141 http://dx.doi.org/10.1371/journal.pone.0126331 |
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author | Lee, Lei Yong Khoo, Michael Boon Chong Teh, Sin Yin Lee, Ming Ha |
author_facet | Lee, Lei Yong Khoo, Michael Boon Chong Teh, Sin Yin Lee, Ming Ha |
author_sort | Lee, Lei Yong |
collection | PubMed |
description | The usual practice of using a control chart to monitor a process is to take samples from the process with fixed sampling interval (FSI). In this paper, a synthetic [Image: see text] control chart with the variable sampling interval (VSI) feature is proposed for monitoring changes in the process mean. The VSI synthetic [Image: see text] chart integrates the VSI [Image: see text] chart and the VSI conforming run length (CRL) chart. The proposed VSI synthetic [Image: see text] chart is evaluated using the average time to signal (ATS) criterion. The optimal charting parameters of the proposed chart are obtained by minimizing the out-of-control ATS for a desired shift. Comparisons between the VSI synthetic [Image: see text] chart and the existing [Image: see text] , synthetic [Image: see text] , VSI [Image: see text] and EWMA [Image: see text] charts, in terms of ATS, are made. The ATS results show that the VSI synthetic [Image: see text] chart outperforms the other [Image: see text] type charts for detecting moderate and large shifts. An illustrative example is also presented to explain the application of the VSI synthetic [Image: see text] chart. |
format | Online Article Text |
id | pubmed-4423939 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44239392015-05-13 A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean Lee, Lei Yong Khoo, Michael Boon Chong Teh, Sin Yin Lee, Ming Ha PLoS One Research Article The usual practice of using a control chart to monitor a process is to take samples from the process with fixed sampling interval (FSI). In this paper, a synthetic [Image: see text] control chart with the variable sampling interval (VSI) feature is proposed for monitoring changes in the process mean. The VSI synthetic [Image: see text] chart integrates the VSI [Image: see text] chart and the VSI conforming run length (CRL) chart. The proposed VSI synthetic [Image: see text] chart is evaluated using the average time to signal (ATS) criterion. The optimal charting parameters of the proposed chart are obtained by minimizing the out-of-control ATS for a desired shift. Comparisons between the VSI synthetic [Image: see text] chart and the existing [Image: see text] , synthetic [Image: see text] , VSI [Image: see text] and EWMA [Image: see text] charts, in terms of ATS, are made. The ATS results show that the VSI synthetic [Image: see text] chart outperforms the other [Image: see text] type charts for detecting moderate and large shifts. An illustrative example is also presented to explain the application of the VSI synthetic [Image: see text] chart. Public Library of Science 2015-05-07 /pmc/articles/PMC4423939/ /pubmed/25951141 http://dx.doi.org/10.1371/journal.pone.0126331 Text en © 2015 Lee et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Lee, Lei Yong Khoo, Michael Boon Chong Teh, Sin Yin Lee, Ming Ha A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean |
title | A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean |
title_full | A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean |
title_fullStr | A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean |
title_full_unstemmed | A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean |
title_short | A Variable Sampling Interval Synthetic Xbar Chart for the Process Mean |
title_sort | variable sampling interval synthetic xbar chart for the process mean |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4423939/ https://www.ncbi.nlm.nih.gov/pubmed/25951141 http://dx.doi.org/10.1371/journal.pone.0126331 |
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