Adaptive Sampling for Process Control
作者:
RungerGeorge C.,
PignatielloJoseph J.,
期刊:
Journal of Quality Technology
(Taylor Available online 1991)
卷期:
Volume 23,
issue 2
页码: 135-155
ISSN:0022-4065
年代: 1991
DOI:10.1080/00224065.1991.11979304
出版商: Taylor&Francis
关键词: Average Run Length;Control Charts;Control Scheme;Process Control;Shewhart Control Charts;Variable Sampling Frequency
数据来源: Taylor
摘要:
Statistical process control procedures typically entail monitoring the process by selecting rational subgroups of equal size at equal time intervals. A generalization of this standard paradigm removes the restriction of equal waiting times between subgroups. We consider process control procedures where the time until the next subgroup is shortened when there is evidence that the process is off target, with a compensating lengthening of the waiting time otherwise. This adapting of the waiting time significantly improves the performance of the process control procedure. Using the ShewhartX̄procedure as an example, the adaptive sampling strategy is introduced. A simple, dual waiting time procedure is described and shown to be optimal and easy to implement in practice. Performance comparisons to classical procedures are provided.
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