In: Operations Management
Twelve samples, each containing five parts, were taken from a process that produces steel rods at Emmanuel Kodzi’s factory. The length of each rod in the samples was determined. The results were tabulated and sample means and ranges were computed. The results were:
SAMPLE | SAMPLE MEAN (IN.) | RANGE (IN.) |
1 | 10.02 | 0.011 |
2 | 10.02 | 0.014 |
3 | 9.991 | 0.007 |
4 | 10.006 | 0.022 |
5 | 9.997 | 0.013 |
6 | 9.999 | 0.012 |
7 | 10.001 | 0.008 |
8 | 10.005 | 0.013 |
9 | 9.995 | 0.004 |
10 | 10.001 | 0.011 |
11 | 10.001 | 0.014 |
12 | 10.006 | 0.009 |
a) Determine the upper and lower control limits and the overall means for x -charts and R -charts.
b) Draw the charts and plot the values of the sample means and ranges.
c) Do the data indicate a process that is in control? d) Why or why not?
i AM HAVING ISSUES WITH THE FORMULAS TO MAKE SENSE FOR Standard Deviation, SO IF YOU CAN EXPLAIN THE FORMULAS IN EACH CELL ON HOW YOU GOT THE ANSWER THAT WOULD BE HELPFUL. THANK YOU
Range (Max- Min) | X-bar= average of sample |
0.011 | 10.020 |
0.014 | 10.020 |
0.007 | 9.991 |
0.022 | 10.006 |
0.013 | 9.997 |
0.012 | 9.999 |
0.008 | 10.001 |
0.013 | 10.005 |
0.004 | 9.995 |
0.011 | 10.001 |
0.014 | 10.001 |
0.009 | 10.006 |
0.012 | 10.004 |
R-bar (Average of above values) | X-bar-bar (average of above values) |
D4, D3 and A2 are taken from table of factors computing 3 sigma control limits, sample size= 5
D4 (n=5)= | 2.115 | ||
D3 (n=5)= | 0 | ||
control limits for Range, | |||
CL or R-bar= | 0.012 | ||
UCL=R-bar*D4 | 0.024 | ||
LCL=R-bar*D3 | 0.000 | ||
A2 is taken from table of factors | |||
A2 (n=5) | 0.577 | ||
control limits for X bar, | |||
CL or Xbarbar | 10.004 | ||
UCL=Xbarbar+ (A2)*Rbar | 10.010 | ||
LCL=Xbarbar- (A2)*Rbar | 9.997 |
b:
The process Mean is out of control: As we can see that NO sample is beyond control limits in Mean chart
R chart
The
process range is in control: As we can see that NO sample is beyond
control limits in Range chart