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Variable Control Chart Constants Sample Size X-bar Chart ____________R Chart____

ID: 335505 • Letter: V

Question

Variable Control Chart Constants

Sample Size                                      X-bar Chart           ____________R Chart___________

         N                                                  A2                                            D3                                           D4

          2                                                1.880                                      0                                          3.267

          3                                                1.023                                      0                                          2.574

          4                                                0.729                                      0                                          2.282

          5                                                    0.577                                          0                                          2.114

          6                                                    0.483                                          0                                          2.004

          7                                                    0.419                                           0.076                                  1.924

          8                                                    0.373                                           0.136                                  1.864

          9                                                    0.337                                           0.184                                  1.816

        10                                                    0.308                                           0.223                                1.777    

        12                                                    0.266                                           0.283                                  1.717

        14                                                    0.235                                           0.328                                   1.672

        16                                                    0.212                                           0.363                                   1.637

        18                                                    0.194                                           0.391                                   1.608

        20                                                    0.180                                           0.415                                 1.585

        22                                                    0.167                                           0.434                                 1.566

        24                                                    0.157                                           0.451                                 1.548

Questions 1 - 3 are based on the following scenario:

The time to make beds at a motel is supposed to fall into an agreed-on range of times. A sample of five maids was selected to evaluate their efficiency, and the time needed to make a bed was observed on three different occasions:

                                                                                Service Time (in seconds)

_____Maid                                 Sample 1                            Sample 2                            Sample 3_____

            Holland                                 110                                         90                                      150

            Lindsey                                  180                                         120                                      140

            Marie                                     155                                         130                                      175

            Cindy                                      120 140    90

            Manny                                    140                                         185                                      155

QUESTION 1

1.     What are the upper and lower control limits for an X-bar chart with a sample size of five?

a.

UCL = 186.76, LCL = 90.64

b.

UCL = 191.87, LCL = 85.47

c.

UCL = 196.06, LCL = 96.44

d.

UCL = 168.67, LCL = 108.67

e.

None of the above

5 points   

QUESTION 2

1.     What are the upper and lower control limits for an R chart with a sample size of five?

a.

UCL = 109.93, LCL = 0

b.

UCL = 133.85, LCL = 0

c.

UCL = 155.93, LCL = 0

d.

UCL = 176.16, LCL = 0

e.

None of the above

5 points   

QUESTION 3

1.     After the control chart was established, a sample of five observations had the following time in seconds: 182, 150, 192, 178, 100. Is corrective action called for?

a.

X-bar = 160.2; process is out of control, corrective action is needed

b.

X-bar = 160.2.2, R-bar = 111; process is in control, no corrective action is needed

c.

X-bar = 160.2, R-bar = 111; process is out of control, corrective action is needed

d.

X-bar = 176.25, R-bar = 42; process is in control, no corrective action is needed

e.

None of the above

5 points   

QUESTION 4

1.     An operator of a mechanized sorting machine in the post office must read the zip code on a parcel and, knowing its location in the city, divert the package to its proper truck route. Based on past records, the error rate for skilled operators is approximately five errors per 100 parcels sorted - a defective rate of .05. Management wants to develop a control chart to monitor new operators to make sure that employees who are unsuited for the job can be identified. Over a nine-day probationary period, random samples of 100 parcels are drawn from the truck routes. What are the control limits for the sorting operation?

a.

UCL = .05, LCL = 0

b.

UCL = .09, LCL = .01

c.

UCL = .11, LCL = 0

d.

UCL = .37, LCL = 0

e.

None of the above

5 points   

QUESTION 5

1.     After becoming more experienced with their jobs, the machine operators in question 4 averaged only two sorting errors per 100 parcels sorted. What are the new control limits for the sorting operation?

a.

UCL = .02, LCL = 0

b.

UCL = .06, LCL = 0

c.

UCL = .35, LCL = 0

d.

UCL = .04, LCL = .004

e.

None of the above

a.

UCL = 186.76, LCL = 90.64

b.

UCL = 191.87, LCL = 85.47

c.

UCL = 196.06, LCL = 96.44

d.

UCL = 168.67, LCL = 108.67

e.

None of the above

Explanation / Answer

Q1

Find x bar of each maid by taking average of meantime of each sample

Calculate range of each sample by measuring difference between maximum and minimum value

For X bar chart

UCL = X-bar bar + A2 * R-bar

UCL = X-bar bar - A2 * R-bar

A2 is a factor corresponding to number of items in each sample

for this case n =5,

A2 = 0.577

X bar bar = 138.7

R bar = 52

UCL = 168.67

LCL = 108.66

Answer D

2.

Range Chart

Upper limit, UCL = D4 * R bar

Lower Limit, LCL = D3 * R bar

for n = 5 , value of  

D4 = 2.114

D3 = 0

UCL = 2.114 * 52 =109.928 =109.93

LCL =0

Answer - A)

3.)

X bar = Sum of time / number of observation = (182+150+192+178+100)/5 = 160.4

R = Max(182,150,192,178,100) - Min(182,150,192,178,100) = 192-100 = 92

As sample mean x bar = 160.4 lies in between UCL & LCL of X bar bar and R = 92 also lies in between UCL and LCL of R chart so process is in control and no corrective action is required

Answer E

4.

p bar = 0.05 , nbar = 100

Upper Limit , UCL = p bar +3*sqrt( pbar*(1-pbar)/nbar) =0.11

Lower limit , LCL = p bar -3*sqrt( pbar*(1-pbar)/nbar) = -0.015 = 0

Answer C

5.

p bar = 0.02, nbar = 100

Upper Limit , UCL = p bar +3*sqrt( pbar*(1-pbar)/nbar) =0.06

Lower limit , LCL = p bar -3*sqrt( pbar*(1-pbar)/nbar) = -0.022 = 0

Answer : B

Maid Sample 1 Sample2 Sample3 X bar R Holland 110 90 150 116.7 60 Lindsey 180 120 140 146.7 60 Marie 155 130 175 153.3 45 Cindy 120 140 90 116.7 50 Manny 140 185 155 160.0 45 Average 138.7 52.0