Group runs revised m-of-k runs rule control chart

被引:7
作者
Chong, Zhi Lin [1 ]
Khoo, Michael B. C. [2 ]
Lee, Ming Ha [3 ]
Chen, Chung-Ho [4 ]
机构
[1] Univ Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Jalan Univ, Kampar, Perak, Malaysia
[2] Univ Sains Malaysia, Sch Math Sci, Minden 11800, Penang, Malaysia
[3] Swinburne Univ Technol, Fac Engn Comp & Sci, Sarawak Campus, Kuching, Malaysia
[4] Southern Taiwan Univ Sci & Technol, Dept Management & Informat Technol, Tainan, Taiwan
关键词
Average run length (ARL); conforming run length (CRL); group runs (GR); runs rules; synthetic chart; SYNTHETIC CONTROL CHART; SHEWHART CONTROL CHARTS; FAST INITIAL RESPONSE; LENGTH; CUSUM; SUM;
D O I
10.1080/03610926.2016.1140779
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Runs rules are commonly used to increase the sensitivity of the Shewhart chart, for detecting small and moderate mean shifts. This paper presents a group runs (GR) revised m-of-k (R - m/k) runs rule chart for the mean. The proposed GR R - m/k runs rule chart has superior zero-state and steady-state performances to the basic GR, synthetic and R - m/k runs rule charts, for detecting small and moderate shifts, while maintaining the same efficiency toward large shifts. For zero-state case, the proposed chart can be designed to outperform the exponentially weighted moving average (EWMA) chart, except for small shifts. However, the EWMA chart prevails for steady-state case.
引用
收藏
页码:6916 / 6935
页数:20
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