In: Operations Management
The following table contains the measurements of the key length dimension from a fuel injector. These samples of size five were taken at one-hour intervals. Use three-sigma control limits. Use Exhibit 10.13.
OBSERVATIONS |
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SAMPLE NUMBER | 1 | 2 | 3 | 4 | 5 |
1 | 0.486 | 0.499 | 0.493 | 0.511 | 0.481 |
2 | 0.499 | 0.506 | 0.516 | 0.494 | 0.529 |
3 | 0.496 | 0.500 | 0.515 | 0.488 | 0.521 |
4 | 0.495 | 0.506 | 0.483 | 0.487 | 0.489 |
5 | 0.472 | 0.502 | 0.526 | 0.469 | 0.481 |
6 | 0.473 | 0.495 | 0.507 | 0.493 | 0.506 |
7 | 0.495 | 0.512 | 0.490 | 0.471 | 0.504 |
8 | 0.525 | 0.501 | 0.498 | 0.474 | 0.485 |
9 | 0.497 | 0.501 | 0.517 | 0.506 | 0.516 |
10 | 0.495 | 0.505 | 0.516 | 0.511 | 0.497 |
11 | 0.495 | 0.482 | 0.468 | 0.492 | 0.492 |
12 | 0.483 | 0.459 | 0.526 | 0.506 | 0.522 |
13 | 0.521 | 0.512 | 0.493 | 0.525 | 0.510 |
14 | 0.487 | 0.521 | 0.507 | 0.501 | 0.500 |
15 | 0.493 | 0.516 | 0.499 | 0.511 | 0.513 |
16 | 0.473 | 0.506 | 0.479 | 0.480 | 0.523 |
17 | 0.477 | 0.485 | 0.513 | 0.484 | 0.496 |
18 | 0.515 | 0.493 | 0.493 | 0.485 | 0.475 |
19 | 0.511 | 0.536 | 0.486 | 0.497 | 0.491 |
20 | 0.509 | 0.490 | 0.470 | 0.504 | 0.512 |
a. Calculate the mean and range for the above samples. (Do not round intermediate calculations. Round your answers to 3 decimal places.)
b. Determine X=X= and R−R− . (Do not round intermediate calculations. Round your answers to 3 decimal places.)
c. Determine the UCL and LCL for a X−X− -chart. (Do not round intermediate calculations. Round your answers to 3 decimal places.)
d. Determine the UCL and LCL for R-chart. (Leave no cells blank - be certain to enter "0" wherever required. Do not round intermediate calculations. Round your answers to 3 decimal places.)
e. What comments can you make about the process?
o The process is in statistical control.
o The process is out of statistical control.
Consider the following measurements for a fuel injector:
Construct the control chart for mean and range for the injector as shown below:
Step 1: Calculate the sample means, sample ranges, mean of means, and mean of ranges as shown below:
Hence, x- double bar is 0.499 and R Bar is 0.037.
Step 2: Calculate the UCL and LCL for mean using the formula as shown below:
The upper and lower control limits of x double bar chart are 0.519 and 0.478 respectively.
Note: The value of A2 is taken from exhibit 13.7
Step 3: Draw the control chart for mean as shown below:
It can be seen from the chart that no measurement is outside the control limits. Thus, the process is in control.
Step 4: Calculate the UCL and LCL for mean using the formula as shown below:
Note: The value of D3 and D4 are taken from exhibit 13.7.
The upper and lower control limits of R bar chart are 0.078 and 0 respectively.
Step 5: Draw the control chart for range as shown below:
It can be seen from the chart that no measurement is outside the control limits. Thus, the process is in control.
Conclusion:
All the points are well within the control limits. It forms a good statically controlled system.