Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System
In this paper, a control chart for variance using the repetitive sampling under the neutrosophic statistics is proposed. The proposed control chart can be applied for monitoring the variability in the process when some observations/parameters are unclear and indeterminate. The operational procedure...
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| Format: | Article |
| Language: | English |
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IEEE
2019-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/8640038/ |
| _version_ | 1818854604594479104 |
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| author | Muhammad Aslam |
| author_facet | Muhammad Aslam |
| author_sort | Muhammad Aslam |
| collection | DOAJ |
| description | In this paper, a control chart for variance using the repetitive sampling under the neutrosophic statistics is proposed. The proposed control chart can be applied for monitoring the variability in the process when some observations/parameters are unclear and indeterminate. The operational procedure of the proposed control chart and the necessary measures are given for the practical use of the proposed control chart. The control chart parameters are determined through the algorithm under neutrosophic statistical interval method. The efficiency of the proposed control chart is compared with the existing control chart in neutrosophic average run length. From the simulation study and a real example, it is concluded that the proposed control chart is more efficient in detecting a shift in the process and more adequate, effective, informative, and flexible under the uncertainty environment. |
| first_indexed | 2024-12-19T07:55:21Z |
| format | Article |
| id | doaj.art-d63823fd1ea74ac8851c396cc8c3a66c |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T07:55:21Z |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-d63823fd1ea74ac8851c396cc8c3a66c2022-12-21T20:30:02ZengIEEEIEEE Access2169-35362019-01-017252532526210.1109/ACCESS.2019.28990208640038Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval SystemMuhammad Aslam0https://orcid.org/0000-0003-0644-1950Department of Statistics, Faculty of Science, King Abdulaziz University, Jeddah, Saudi ArabiaIn this paper, a control chart for variance using the repetitive sampling under the neutrosophic statistics is proposed. The proposed control chart can be applied for monitoring the variability in the process when some observations/parameters are unclear and indeterminate. The operational procedure of the proposed control chart and the necessary measures are given for the practical use of the proposed control chart. The control chart parameters are determined through the algorithm under neutrosophic statistical interval method. The efficiency of the proposed control chart is compared with the existing control chart in neutrosophic average run length. From the simulation study and a real example, it is concluded that the proposed control chart is more efficient in detecting a shift in the process and more adequate, effective, informative, and flexible under the uncertainty environment.https://ieeexplore.ieee.org/document/8640038/Neutrosophic statistical interval methodneutrosophic average run lengthvariancerepetitive samplinguncertaintycontrol chart |
| spellingShingle | Muhammad Aslam Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System IEEE Access Neutrosophic statistical interval method neutrosophic average run length variance repetitive sampling uncertainty control chart |
| title | Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System |
| title_full | Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System |
| title_fullStr | Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System |
| title_full_unstemmed | Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System |
| title_short | Control Chart for Variance Using Repetitive Sampling Under Neutrosophic Statistical Interval System |
| title_sort | control chart for variance using repetitive sampling under neutrosophic statistical interval system |
| topic | Neutrosophic statistical interval method neutrosophic average run length variance repetitive sampling uncertainty control chart |
| url | https://ieeexplore.ieee.org/document/8640038/ |
| work_keys_str_mv | AT muhammadaslam controlchartforvarianceusingrepetitivesamplingunderneutrosophicstatisticalintervalsystem |