개선된 3 중 2 주 및 보조 런 규칙을 가진 X관리도의 통계적 설계 |
박진영1, 서순근2 |
1(주)삼덕스타필드 2동아대학교 산업경영공학과 |
Statistical Design of X Control Chart with Improved 2-of-3 Main and Supplementary Runs Rules |
Jin-Young Park1, Sun-Keun Seo2 |
1Samduk Stafild Co. 2Dept. of Industrial & Management Systems Engineering, Dong-A University |
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ABSTRACT |
Purpose: This paper introduces new 2-of-3 main and supplementary runs rules to increase the performance of the classical $ar{X}$ control chart for detecting small process shifts. Methods: The proposed runs rules are compared with other competitive runs rules by numerical experiments. Nonlinear optimization problem to minimize the out-of-control ARL at a specified shift of process mean for determining action and warning limits at a time is formulated and a procedure to find two limits is illustrated with a numerical example. Results: The proposed 2-of-3 main and supplementary runs rules demonstrate an improved performance over other runs rules in detecting a sudden shift of process mean by simultaneous changes of mean and standard deviation. Conclusion: To increase the performance in the detection of small to moderate shifts, the proposed runs rules will be used with $ar{X}$ control charts. |
Key Words:
Action limit;Average Run Length;Runs Rule;Warning limit;$ar{X}$ Control Chart; |
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