In: Operations Management
Federal Scanline, Inc. uses a scanner on a conveyor line which scans 1,000 packages per hour. Packages which have defective labels or detectable damage to the package are automatically offloaded and hand-sorted by severity of defects, on a scale of 1-5. A minor defect is a 1, such as a single num- ber missing from a zip code. A 3 would be a mod- erate defect, such as a missing addressee name or partially missing address. A 5 would be a critical defect, such as a severely damaged package or missing address label. Construct a c-chart for the 30 samples showing critical defects from the data in the table in the worksheet Prob. 8-46 in the C08Data.xlsx file and interpret the results.
Problem 8-46 | |
Federal Scanline | |
Number of | |
Sample | Nonconformances |
1 | 12 |
2 | 11 |
3 | 1 |
4 | 10 |
5 | 5 |
6 | 4 |
7 | 1 |
8 | 9 |
9 | 4 |
10 | 6 |
11 | 5 |
12 | 7 |
13 | 10 |
14 | 9 |
15 | 13 |
16 | 1 |
17 | 14 |
18 | 11 |
19 | 11 |
20 | 12 |
21 | 9 |
22 | 8 |
23 | 6 |
24 | 14 |
25 | 5 |
26 | 11 |
27 | 10 |
28 | 7 |
29 | 3 |
30 | 11 |
240 |
Ans:
As all the points are within the limits, the process is assumed to be in control. We notice a saw-tooth pattern which is displayed by this control chart. To explain this, take an example, a person is trying to reach a value. If the outcome is above this value, the person makes a change to lower the value. If the result is below that value, the person makes an change to raise the value. This results in a saw-tooth pattern.
Possible reasons of the pattern could be Tampering by operating person or More than 1 process is there (shifts, raw materials).