In: Statistics and Probability
Question 4
By utilising Annexure A, answer the following questions:
(a) 15 samples of n = 8 have been taken from a cleaning operation. The average sample range for the 20 samples was 0.016 minute, and the average mean was 3 minutes. Determine the three-sigma control limits for this process.
(b) 15 samples of n = 10 observations have been taken from a milling process. The average sample range is 0.01 centimetres. Determine upper and lower control limits for sample ranges.
(c) Determine which of these three processes are capable.
| Process | Mean | Standard Deviation | Lower Specification | Upper Specification |
| 1 | 6.0 | 0.14 | 5.5 | 6.7 |
| 2 | 7.5 | 0.10 | 7.0 | 8.0 |
| 3 | 4.6 | 0.12 | 4.3 | 4.9 |
ANNEXURE A:
Table 1: Control Chart Parameters
|
Number of Observations in Subgroup n |
Factor for X-bar Chart A2 |
FACTORS FOR R CHARTS Lower Control Limit D3 |
FACTORS FOR R CHARTS Upper Control Limit D4 |
| 2 | 1.88 | 0 | 3.27 |
| 3 | 1.02 | 0 | 2.57 |
| 4 | 0.73 | 0 | 2.28 |
| 5 | 0.58 | 0 | 2.11 |
| 6 | 0.48 | 0 | 2.00 |
| 7 | 0.42 | 0.08 | 1.92 |
| 8 | 0.37 | 0.14 | 1.86 |
| 9 | 0.34 | 0.18 | 1.82 |
| 10 | 0.31 | 0.22 | 1.78 |
| 11 | 0.29 | 0.26 | 1.74 |
| 12 | 0.27 | 0.28 | 1.72 |
| 13 | 0.25 | 0.31 | 1.69 |
| 14 | 0.24 | 0.33 | 1.67 |
| 15 | 0.22 | 0.35 | 1.65 |
| 16 | 0.21 | 0.36 | 1.64 |
| 17 | 0.20 | 0.38 | 1.62 |
| 18 | 0.19 | 0.39 | 1.61 |
| 19 | 0.19 | 0.40 | 1.60 |
| 20 | 0.18 | 0.41 | 1.59 |