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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. - Business Mathematics and Statistics

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प्रश्न

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
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उत्तर

Sample Number 1 2 3 4 5 6 7 8 9 10 Total
Mean 5.10 4.98 5.02 4.96 4.96 5.04 4.94 4.92 4.92 4.98 49.82
Range 0.3 0.4 0.2 0.4 0.1 0.1 0.8 0.5 0.3 0.5 3.6

The control limits for `bar"X"` chart is

`\overset{==}{"X"} = (sumbar"X")/"Number of samples" = 49.82/10` = 4.982

`bar"R" = (sum"R")/"n" = 3.6/10` = 0.6

UCL = `\overset{==}{"X"} + "A"_2bar"R"`

= 4.982 + 0.577(0.36)

= 4.982 + 0.20772

= 5.18972

= 5.19

CL = `\overset{==}{"X"}` = 4.982

LCL = `\overset{==}{"X"} + "A"_2 bar"R"`

= 4.982 – 0.577(0.36)

= 4.982 – 0.20772

= 4.77428

= 4.774

The control limits for range chart is

UCL = `"D"_2bar"R"` = 2.115(3.6)

= 7.614

CL = `bar"R"` = 3.6

LCL = `"D"_3bar"R"`

= 0(0.36)

= 0

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अध्याय 9: Applied Statistics - Miscellaneous problems [पृष्ठ २३३]

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सामाचीर कलवी Business Mathematics and Statistics [English] Class 12 TN Board
अध्याय 9 Applied Statistics
Miscellaneous problems | Q 10 | पृष्ठ २३३

संबंधित प्रश्न

Name the control charts for variables


Write the control limits for the 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


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:

Variations due to natural disorder is known as


Choose the correct alternative:

`bar"X"` chart is a


Choose the correct alternative:

R is calculated using


Choose the correct alternative:

The upper control limit for `bar"X"` chart is given by


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