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प्रश्न
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 |
उत्तर
Sample No. | Sample Observations |
`sum"X"` | `bar"X" = (sumx)/5` | `"R" = "x"_"max" - "x"_"min"` | ||||
I | II | III | IV | V | ||||
1 | 50 | 55 | 52 | 49 | 54 | 260 | 52 | 55 – 49 = 6 |
2 | 51 | 50 | 53 | 50 | 46 | 250 | 50 | 53 – 46 = 7 |
3 | 50 | 53 | 48 | 52 | 47 | 250 | 50 | 53 – 47 = 6 |
4 | 48 | 53 | 50 | 51 | 53 | 255 | 51 | 53 – 48 = 5 |
5 | 46 | 50 | 44 | 48 | 47 | 235 | 47 | 50 – 44 = 6 |
6 | 55 | 51 | 56 | 47 | 51 | 260 | 52 | 56 – 47 = 9 |
7 | 45 | 48 | 53 | 48 | 51 | 245 | 49 | 53 – 50 = 8 |
8 | 50 | 56 | 54 | 53 | 47 | 270 | 54 | 57 – 50 = 7 |
9 | 47 | 53 | 49 | 52 | 54 | 255 | 51 | 54 – 47 = 7 |
10 | 56 | 53 | 55 | 54 | 52 | 270 | 54 | 56 – 52 = 4 |
Total | `sum"X"` = 510 | `sum"R"` = 65 |
The control limits for `bar"X"` chart is
`\overset{==}{"X"} = (sumbar"X")/"Number od samples" = 510/10` = 51
`bar"R" = (sum"R")/"n" = 65/10` = 6.5
UCL = `\overset{==}{"X"} + "A"_2 bar"R"`
= 51 + 0.577(6.5)
= 51 + 3.7505
= 54.7505
= 54.75
CL = `\overset{==}{"X"}` = 51
UCL = `\overset{==}{"X"} - "A"_2 bar"R"`
= 51 – 0.577(6.5)
= 51 – 3.7505
= 47.2495
= 47.25
The control limits for Range chart is
UCL = `"D"_4bar"R"`
= 2.114(6.5)
= 13.741
CL = `bar"R"` = 6.5
LCL = `"D"_3bar"R"` = 0(6.5) = 0
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संबंधित प्रश्न
Define chance cause
Define the mean chart
Construct `bar"X"` and R charts for the following data:
Sample Number | Observations | ||
1 | 32 | 36 | 42 |
2 | 28 | 32 | 40 |
3 | 39 | 52 | 28 |
4 | 50 | 42 | 31 |
5 | 42 | 45 | 34 |
6 | 50 | 29 | 21 |
7 | 44 | 52 | 35 |
8 | 22 | 35 | 44 |
(Given for n = 3, A2 = 1.023, D3 = 0 and D4 = 2.574)
A quality control inspector has taken ten ” samples of size four packets each from a potato chips company. The contents of the sample are given below, Calculate the control limits for mean and range chart.
Sample Number | Observations | |||
1 | 2 | 3 | 4 | |
1 | 12.5 | 12.3 | 12.6 | 12.7 |
2 | 12.8 | 12.4 | 12.4 | 12.8 |
3 | 12.1 | 12.6 | 12.5 | 12.4 |
4 | 12.2 | 12.6 | 12.5 | 12.3 |
5 | 12.4 | 12.5 | 12.5 | 12.5 |
6 | 12.3 | 12.4 | 12.6 | 12.6 |
7 | 12.6 | 12.7 | 12.5 | 12.8 |
8 | 12.4 | 12.3 | 12.6 | 12.5 |
9 | 12.6 | 12.5 | 12.3 | 12.6 |
10 | 12.1 | 12.7 | 12.5 | 12.8 |
(Given for n = 5, A2 = 0.58, D3 = 0 and D4 = 2.115)
In a production process, eight samples of size 4 are collected and their means and ranges are given below. Construct mean chart and range chart with control limits.
Samples number | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
`bar"X"` | 12 | 13 | 11 | 12 | 14 | 13 | 16 | 15 |
R | 2 | 5 | 4 | 2 | 3 | 2 | 4 | 3 |
Choose the correct alternative:
How many causes of variation will affect the quality of a product?
Choose the correct alternative:
The assignable causes can occur due to
Choose the correct alternative:
R is calculated using
Choose the correct alternative:
The LCL for R chart is given by
The following are the sample means and I ranges for 10 samples, each of size 5. Calculate; the control limits for the mean chart and range chart and state whether the process is in control or not.
Sample Number | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
Mean | 5.10 | 4.98 | 5.02 | 4.96 | 4.96 | 5.04 | 4.94 | 4.92 | 4.92 | 4.98 |
Range | 0.3 | 0.4 | 0.2 | 0.4 | 0.1 | 0.1 | 0.8 | 0.5 | 0.3 | 0.5 |