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An attribute control chart for a Weibull distribution under accelerated hybrid censoring
In this article, an attribute control chart has been proposed using the accelerated hybrid censoring logic for the monitoring of defective items whose life follows a Weibull distribution. The product can be tested by introducing the acceleration factor based on different pressurized conditions such...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336291/ https://www.ncbi.nlm.nih.gov/pubmed/28257479 http://dx.doi.org/10.1371/journal.pone.0173406 |
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author | Aslam, Muhammad Arif, Osama H. Jun, Chi-Hyuck |
author_facet | Aslam, Muhammad Arif, Osama H. Jun, Chi-Hyuck |
author_sort | Aslam, Muhammad |
collection | PubMed |
description | In this article, an attribute control chart has been proposed using the accelerated hybrid censoring logic for the monitoring of defective items whose life follows a Weibull distribution. The product can be tested by introducing the acceleration factor based on different pressurized conditions such as stress, load, strain, temperature, etc. The control limits are derived based on the binomial distribution, but the fraction defective is expressed only through the shape parameter, the acceleration factor and the test duration constant. Tables of the average run lengths have been generated for different process parameters to assess the performance of the proposed control chart. Simulation studies have been performed for the practical use, where the proposed chart is compared with the Shewhart np chart for demonstration of the detection power of a process shift. |
format | Online Article Text |
id | pubmed-5336291 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-53362912017-03-10 An attribute control chart for a Weibull distribution under accelerated hybrid censoring Aslam, Muhammad Arif, Osama H. Jun, Chi-Hyuck PLoS One Research Article In this article, an attribute control chart has been proposed using the accelerated hybrid censoring logic for the monitoring of defective items whose life follows a Weibull distribution. The product can be tested by introducing the acceleration factor based on different pressurized conditions such as stress, load, strain, temperature, etc. The control limits are derived based on the binomial distribution, but the fraction defective is expressed only through the shape parameter, the acceleration factor and the test duration constant. Tables of the average run lengths have been generated for different process parameters to assess the performance of the proposed control chart. Simulation studies have been performed for the practical use, where the proposed chart is compared with the Shewhart np chart for demonstration of the detection power of a process shift. Public Library of Science 2017-03-03 /pmc/articles/PMC5336291/ /pubmed/28257479 http://dx.doi.org/10.1371/journal.pone.0173406 Text en © 2017 Aslam 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Aslam, Muhammad Arif, Osama H. Jun, Chi-Hyuck An attribute control chart for a Weibull distribution under accelerated hybrid censoring |
title | An attribute control chart for a Weibull distribution under accelerated hybrid censoring |
title_full | An attribute control chart for a Weibull distribution under accelerated hybrid censoring |
title_fullStr | An attribute control chart for a Weibull distribution under accelerated hybrid censoring |
title_full_unstemmed | An attribute control chart for a Weibull distribution under accelerated hybrid censoring |
title_short | An attribute control chart for a Weibull distribution under accelerated hybrid censoring |
title_sort | attribute control chart for a weibull distribution under accelerated hybrid censoring |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336291/ https://www.ncbi.nlm.nih.gov/pubmed/28257479 http://dx.doi.org/10.1371/journal.pone.0173406 |
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