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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


Define assignable cause


What do you mean by process control?


Name the control charts for variables


Define R 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)


The following data show the values of sample mean `(bar"X")` and its range (R) for the samples of size five each. Calculate the values for control limits for mean, range chart and determine whether the process is in control.

Sample Number 1 2 3 4 5 6 7 8 9 10
Mean 11.2 11.8 10.8 11.6 11.0 9.6 10.4 9.6 10.6 10.0
Range 7 4 8 5 7 4 8 4 7 9

(conversion factors 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:

`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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