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प्रश्न
In a certain bottling industry the quality control inspector recorded the weight of each of the 5 bottles selected at random during each hour of four hours in the morning.
Time | Weight in ml | ||||
8:00 AM | 43 | 41 | 42 | 43 | 41 |
9:00 AM | 40 | 39 | 40 | 39 | 44 |
10:00 AM | 42 | 42 | 43 | 38 | 40 |
11:00 AM | 39 | 43 | 40 | 39 | 42 |
उत्तर
Time | Weight in ml | `bar"X"` | R | ||||
8:00 AM | 43 | 41 | 42 | 43 | 41 | 42 | 2 |
9:00 AM | 40 | 39 | 40 | 39 | 44 | 40.4 | 5 |
10:00 AM | 42 | 42 | 43 | 38 | 40 | 41 | 5 |
11:00 AM | 39 | 43 | 40 | 39 | 42 | 40.6 | 4 |
Total | 164 | 16 |
The control limits for `bar"X"` chart is
`\overset{==}{"X"} = (sumbar"X")/"Number of samples" = 164/4` = 41
`bar"R" = 16/4` = 4
UCL = `\overset{==}{"X"} - "A"_2 bar"R"`
= 41 + (0.58)(4)
41 + 2.32 = 43.32
CL = `\overset{==}{"X"}` = 41
LCL = `\overset{==}{"X"} - "A"_2 bar"R"`
= 41 – (0.58)(4)
= 41 – 2.32
= 38.68
The control limits for range chart is
UCL = `"D"_4 bar"R"` = 2.115(4)
= 8.46
CL = `bar"R"` = 4
LCL = `"D"_2 bar"R"` = 0(4) = 0
Conclusion: Since all the points of sample mean and Range are within the control limits, the process is in control.
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संबंधित प्रश्न
Mention the types of causes for variation in a production process
Define chance cause
Define assignable cause
Name the control charts for variables
Define R chart
Ten samples each of size five are drawn at regular intervals from a manufacturing process. The sample means `(bar"X")` and their ranges (R) are given below:
Sample number | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
`bar"X"` | 49 | 45 | 48 | 53 | 39 | 47 | 46 | 39 | 51 | 45 |
R | 7 | 5 | 7 | 9 | 5 | 8 | 8 | 6 | 7 | 6 |
Calculate the control limits in respect of `bar"X"` chart. (Given A2 = 0.58, D3 = 0 and D4 = 2.115) Comment on the state of control
Choose the correct alternative:
The quantities that can be numerically measured can be plotted on a
Choose the correct alternative:
R is calculated using
From the following data, calculate the control limits for the mean and range chart.
Sample No. | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
Sample Observations |
50 | 21 | 50 | 48 | 46 | 55 | 45 | 50 | 47 | 56 |
55 | 50 | 53 | 53 | 50 | 51 | 48 | 56 | 53 | 53 | |
52 | 53 | 48 | 50 | 44 | 56 | 53 | 54 | 549 | 55 | |
49 | 50 | 52 | 51 | 48 | 47 | 48 | 53 | 52 | 54 | |
54 | 46 | 47 | 53 | 47 | 51 | 51 | 47 | 54 | 52 |
The following data gives the average life(in hours) and range of 12 samples of 5lamps each. The data are
Sample No | 1 | 2 | 3 | 4 | 5 | 6 |
Sample Mean | 1080 | 1390 | 1460 | 1380 | 1230 | 1370 |
Sample Range | 410 | 670 | 180 | 320 | 690 | 450 |
Sample No | 7 | 8 | 9 | 10 | 11 | 12 |
Sample Mean | 1310 | 1630 | 1580 | 1510 | 1270 | 1200 |
Sample Range | 380 | 350 | 270 | 660 | 440 | 310 |
Construct control charts for mean and range. Comment on the control limits.