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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
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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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  क्या इस प्रश्न या उत्तर में कोई त्रुटि है?
अध्याय 9: Applied Statistics - Miscellaneous problems [पृष्ठ २३२]

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

संबंधित प्रश्न

Define the mean chart


Define R chart


A machine is set to deliver packets of a given weight. Ten samples of size five each were recorded. Below are given relevant data:

Sample number 1 2 3 4 5 6 7 8 9 10
`bar"X"` 15 17 15 18 17 14 18 15 1 16
R 7 7 4 9 8 7 12 4 11 5

Calculate the control limits for mean chart and the range chart and then comment on the state of control, (conversion factors for n = 5, A2 = 0.58, D3 = 0 and D4 = 2.115)


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)


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)


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 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

Choose the correct alternative:

Variations due to natural disorder is known as


Choose the correct alternative:

The LCL for R chart is given by


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