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The number of scratches on the surface of each of 24 rectangular metal plates is determined, yielding the following data: \(8,1,7,5,2,0,2,3,4,3,1,2,5,7,3,4\), \(6,5,2,4,0,10,2,6\). Construct an appropriate control chart, and comment.

Short Answer

Expert verified

\({\rm{L C L = 0 ; U C L = 9}}{\rm{.7}}\)

Step by step solution

01

Step 1:To Find the Defectives ina unit has lower and upper control

The\(c\)chart for the number of defectives in a unit has lower and upper control limits given by

\(\begin{array}{l}LCL = \bar x - 3\sqrt {\bar x} \\UCL = \bar x + 3\sqrt {\bar x} ,\end{array}\)

and the center line is\(\bar x\). When\(LCL \le 0\)it is set to zero.

The center line, from the fact that

\(\sum\limits_{i = 1}^k {{{\hat x}_i}} = 92\)

is given by

\(\bar x = \frac{{92}}{{24}} = 3.833\)

The\(LCL\)is

\(\begin{array}{l}LCL = \bar x - 3\sqrt {\bar x} = 3.833 - 3 \times \sqrt {3.833} \\ = 0\end{array}\)

set it to zero because it is lower than zero.

The\(UCL\)is

\(\begin{array}{l}UCL = \bar x + 3\sqrt {\bar x} = 3.833 + 3 \times \sqrt {3.833} \\ = 9.7\end{array}\)

From the \(c\) chart one can notice that the process has an out-of-control point on \({22^{nd}}\) place.

02

Step 2:Final proof

\({\rm{L C L = 0 ; U C L = 9}}{\rm{.7}}\)

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Most popular questions from this chapter

Construct a control chart for the data of Exercise 25 by using the transformation suggested in the text.

For what\(\bar x\)values will the LCL in a\(c\)chart be negative?

Resistance observations (ohms) for subgroups of a certain type of register gave the following summary quantities:

\(\begin{array}{*{20}{c}}i&{{n_i}}&{{{\overline x }_i}}&{{s_i}}&i&{{n_i}}&{{{\overline x }_i}}&{{s_i}}\\1&4&{430.0}&{22.5}&{11}&4&{445.2}&{27.3}\\2&4&{418.2}&{20.6}&{12}&4&{430.1}&{22.2}\\3&3&{435.5}&{25.1}&{13}&4&{427.2}&{24.0}\\4&4&{427.6}&{22.3}&{14}&4&{439.6}&{23.3}\\5&4&{444.0}&{21.5}&{15}&3&{415.9}&{31.2}\\6&3&{431.4}&{28.9}&{16}&4&{419.8}&{27.5}\\7&4&{420.8}&{25.4}&{17}&3&{447.0}&{19.8}\\8&4&{431.4}&{24.0}&{18}&4&{434.4}&{23.7}\\9&4&{428.7}&{21.2}&{19}&4&{422.2}&{25.1}\\{10}&4&{440.1}&{25.8}&{20}&4&{425.7}&{24.4}\\{}&{}&{}&{}&{}&{}&{}&{}\end{array}\)

Develop a single-sample plan for which \(AQL = .02\) and LTPD \( = .07\) in the case \(\alpha = .05,\beta = .10\). Once values of \(n\) and \(c\) have been determined, calculate the achieved values of \(\alpha \) and \(\beta \) for the plan.

A control chart for thickness of rolled-steel sheets is based on an upper control limit of .0520 in. and a lower limit of .0475 in. The first ten values of the quality statistic (in this case X, the sample mean thickness of n 5 5 sample sheets) are .0506, .0493, .0502, .0501, .0512, .0498, .0485, .0500, .0505, and .0483. Construct the initial part of the quality control chart, and comment on its appearance.

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