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Linear profile monitoring using an adaptive EWMA control chart
Ist Teil von
2010 IEEE International Conference on Industrial Engineering and Engineering Management, 2010, p.1425-1429
Ort / Verlag
IEEE
Erscheinungsjahr
2010
Quelle
IEEE Electronic Library Online
Beschreibungen/Notizen
A novel adaptive Exponentially Weighted Moving Average scheme, called AEWMA3, is suggested for monitoring the stability of a linear relationship between a quality characteristic and an explanatory variable. Comparisons with an analogous non-adaptive scheme points to a better overall performance of the suggested scheme in a variety of out-of-control scenarios. In addition, since a single AEWMA3 chart is able to quickly detect both small and large shifts, its practical design is simpler than that of other competing control charts.