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Enhancing R Control Chart Performance in Monitoring Process Dispersion using Scaled Weighted Variance Method for Skewed Populations
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| dc.contributor.author | Atta, A | |
| dc.contributor.author | Shoraim, M | |
| dc.contributor.author | Yahya, S | |
| dc.contributor.author | Abuzaid, Ali | |
| dc.contributor.author | Mahdi, E | |
| dc.date.accessioned | 2020-01-19T09:26:58Z | |
| dc.date.available | 2020-01-19T09:26:58Z | |
| dc.date.issued | 2020-01 | |
| dc.identifier.citation | Abdu Atta, Majed Shoraim, Sharipah Yahya, Ali Abuzaid and Esam Mahdi, 2020. Enhancing R Control Chart Performance in Monitoring Process Dispersion using Scaled Weighted Variance Method for Skewed Populations. Journal of Engineering and Applied Sciences, 15: 1508-1514. | en_US |
| dc.identifier.uri | http://dspace.alazhar.edu.ps/xmlui/handle/123456789/558 | |
| dc.description.abstract | This study improves the performance of R control chart for monitoring process dispersion of skewed populations using scaled weighted variance method. This control chart, called Scaled Weighted Variance R control chart (SWV-R) hereafter, the SWV-R control chart compared with Skewness Correction R chart (SC-R) and Weighted Variance R chart (WV-R) in terms of false alarm. In terms of probability of detection rates the proposed SWV-R chart is compared with R chart of the exact method, SC-R and WV-R control charts. The proposed SWV-R control chart reduces to the Shewhart R control chart when the underlying distribution is symmetric. An illustrative example is given to show how the proposed SWV-R control chart is constructed and works simulations study show that the proposed SWV-R control chart has the lower false alarm rates than the SC-R and WV-R control charts, when the underlying distributions are Weibull and gamma. In terms of the probability of detection rates, the proposed SWV-R control chart is closer to R control chart with the exact method than WV-R and almost the same performance as SC-R chart. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Journal of Engineering and Applied Sciences | en_US |
| dc.subject | R control chart | en_US |
| dc.subject | skewed population | en_US |
| dc.title | Enhancing R Control Chart Performance in Monitoring Process Dispersion using Scaled Weighted Variance Method for Skewed Populations | en_US |
| dc.type | Article | en_US |
