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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 SampleObservations 50 21 50 48 46 55 45 50 47 56 55 50 53 53 50 51 48 56 53 53

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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
तक्ता
बेरीज
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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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पाठ 9: Applied Statistics - Miscellaneous problems [पृष्ठ २३२]

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सामाचीर कलवी Business Mathematics and Statistics [English] Class 12 TN Board
पाठ 9 Applied Statistics
Miscellaneous problems | Q 8 | पृष्ठ २३२

संबंधित प्रश्‍न

Mention the types of causes for variation in a production process


What do you mean by product control?


Define a control chart


Write the control limits for the 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


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)


Choose the correct alternative:

How many causes of variation will affect the quality of a product?


Choose the correct alternative:

`bar"X"` chart is a


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.


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