Design of S2N - NEWMA Control Chart for Monitoring Process having Indeterminate Production Data

被引:8
作者
Aslam, Muhammad [1 ]
Bantan, Rashad A. R. [2 ]
Khan, Nasrullah [3 ]
机构
[1] King Abdulaziz Univ, Fac Sci, Dept Stat, Jeddah 21551, Saudi Arabia
[2] King Abdulaziz Univ, Fac Marine Sci, Dept Marine Geol, Jeddah 21551, Saudi Arabia
[3] Univ Vet & Anim Sci, Dept Stat, Jhang Campus, Lahore 54000, Pakistan
关键词
neutrosophic; numbers; neutrosophic logarithmic transformation; variance; monitoring; AVERAGE CONTROL CHART; FUZZY CONTROL CHART; CONSTRUCTION; (X)OVER-BAR; DISPERSION; DEVIATION; EWMA;
D O I
10.3390/pr7100742
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The existing charts for monitoring the variance are designed under the assumption that all production data must consist of exact, precise, and determined observations. This paper presents the design of a new neutrosophic exponentially weighted moving average (NEWMA) combining with a neutrosophic logarithmic transformation chart for monitoring the variance having neutrosophic numbers. The computation of the neutrosophic control chart parameters is done through the neutrosophic Monte Carlo simulation (NMCS). The performance of the proposed chart is discussed with the existing charts.
引用
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页数:16
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