Monitoring of time between events with a double generally weighted moving average control chart

被引:33
作者
Alevizakos, Vasileios [1 ]
Koukouvinos, Christos [1 ]
Lappa, Angeliki [1 ]
机构
[1] Natl Tech Univ Athens, Dept Math, GR-15773 Athens, Greece
关键词
average run-length; DGWMA chart; gamma distribution; GWMA chart; robustness; time between events; STANDARD-DEVIATION; BETWEEN-EVENTS; RUN LENGTHS; EWMA CHART; PERFORMANCE; DESIGN; SCHEMES;
D O I
10.1002/qre.2430
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Monitoring of time between events (TBE) instead of the number of events is used in high-quality processes where the events occur rarely. This article presents a double generally weighted moving average control chart with a lower time-varying control limit to monitor the TBE (regarded as DGWMA-TBE chart). The design parameters of the proposed chart are provided, and through a simulation study, it is shown that the DGWMA-TBE chart is more effective than the DEWMA and GWMA charts in detecting moderate to large shifts. Furthermore, the DGWMA-TBE chart is very robust for the same range of shifts when the TBE observations follow a Weibull or a lognormal distribution. Finally, examples are also presented to enhance the performance of the proposed chart.
引用
收藏
页码:685 / 710
页数:26
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