The use of the C pm index to monitor processes
The C pm index was originally created to measure the ability of the process to produce products meeting specifications but, more recently, the C pm has also been used to control processes. In this new application, the charting points of the control chart are the estimated values of the C pm index ob...
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Veröffentlicht in: | Quality and reliability engineering international 2022-11, Vol.38 (7), p.3632-3643 |
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Format: | Artikel |
Sprache: | eng |
Online-Zugang: | Volltext |
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Zusammenfassung: | The
C
pm
index was originally created to measure the ability of the process to produce products meeting specifications but, more recently, the
C
pm
has also been used to control processes. In this new application, the charting points of the control chart are the estimated values of the
C
pm
index obtained with the mean and the variance of the samples. The performance of the
C
pm
chart is not affect by the values of the specification limits, but it is highly affected by
d
, the distance between the middle point of the specifications and the in‐control mean of the
X
distribution. Because of that, a search is conducted to find
d
that optimizes the overall performance of the
C
pm
chart in signaling the three usual types of changes in process parameters: isolated mean shifts, isolated variance increases, and the two together. Comparing the joint and
S
2
charts, the
C
pk
chart and the
C
pm
chart, the last one is always the most sensitive in detecting all three types of process changes, except when the variance remains unaltered and the mean increases/decreases a lot (one and half standard deviations); in this case, the joint and
S
2
charts are slightly faster than the
C
pm
chart. |
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ISSN: | 0748-8017 1099-1638 |
DOI: | 10.1002/qre.3160 |