A company that makes bolts and rivets used in assembling airplanes monitors the quality of its bolts by measuring the torque required to unloosen a bolt. When installed correctly, the bolts must be tight enough to withstand heavy vibration during flights but must be loose enough so that they can be removed periodically for maintenance. The following x- bar chart monitors the amount of torque required to loosen subgroups of 7 bolts that have been selected each hour for testing: har chart

MATLAB: An Introduction with Applications
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Chapter1: Starting With Matlab
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Time Series and Quality Control TOPIC NAME Interpreting a control chart
A company that makes bolts and rivets used in assembling airplanes
monitors the quality of its bolts by measuring the torque required to
unloosen a bolt. When installed correctly, the bolts must be tight enough
to withstand heavy vibration during flights but must be loose enough so
that they can be removed periodically for maintenance. The following x-
bar chart monitors the amount of torque required to loosen subgroups
of 7 bolts that have been selected each hour for testing:
x-bar chart
9
11
Subgroup number
For a process such as this to be "in statistical control," only random
patterns of points should appear on the control chart. The process is
"not in statistical control" when any non-random patterns appear on the
chart. Three commonly used tests or rules for signaling that a process
may not be in statistical control are:
Does the rule give an "out
Rule # of control" signal? (Check
the box that applies)
O Yes
O No
1
• Rule 1: One or more points fall outside one of the chart's control
limits
2
• Rule 2: Nine points in a row are on the same side of the chart's
centerline
• Rule 3: Six points in a row are increasing (or decreasing).
3
7
O Yes
Using these three rules, identify which (if any) of the rules gives an "out
of control" signal, and indicate the subgroup number at which the signal
is first given.
O Yes
13
O No
15
O No
17
19
What is the subgroup
number at which the
signal is first given?
0
0
-6
Transcribed Image Text:A company that makes bolts and rivets used in assembling airplanes monitors the quality of its bolts by measuring the torque required to unloosen a bolt. When installed correctly, the bolts must be tight enough to withstand heavy vibration during flights but must be loose enough so that they can be removed periodically for maintenance. The following x- bar chart monitors the amount of torque required to loosen subgroups of 7 bolts that have been selected each hour for testing: x-bar chart 9 11 Subgroup number For a process such as this to be "in statistical control," only random patterns of points should appear on the control chart. The process is "not in statistical control" when any non-random patterns appear on the chart. Three commonly used tests or rules for signaling that a process may not be in statistical control are: Does the rule give an "out Rule # of control" signal? (Check the box that applies) O Yes O No 1 • Rule 1: One or more points fall outside one of the chart's control limits 2 • Rule 2: Nine points in a row are on the same side of the chart's centerline • Rule 3: Six points in a row are increasing (or decreasing). 3 7 O Yes Using these three rules, identify which (if any) of the rules gives an "out of control" signal, and indicate the subgroup number at which the signal is first given. O Yes 13 O No 15 O No 17 19 What is the subgroup number at which the signal is first given? 0 0 -6
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