Question

In: Statistics and Probability

The following are quality control data for a manufacturing process at Kensport Chemical Company. The data...

The following are quality control data for a manufacturing process at Kensport Chemical Company. The data show the temperature in degrees centigrade at five points in time during a manufacturing cycle.

Sample

x

R
1 95.72 1.0
2 95.24 0.9
3 95.18 0.9
4 95.42 0.4
5 95.46 0.5
6 95.32 1.1
7 95.40 1.0
8 95.44 0.3
9 95.08 0.2
10 95.50 0.6
11 95.80 0.6
12 95.22 0.2
13 95.60 1.3
14 95.22 0.5
15 95.04 0.8
16 95.72 1.1
17 94.82 0.6
18 95.46 0.5
19 95.60 0.4
20 95.74 0.6

The company is interested in using control charts to monitor the temperature of its manufacturing process. Compute the upper and lower control limits for the R chart. (Round your answers to three decimal places.)

UCL=___

LCL=___

Construct the R chart.

12

3 4

Compute the upper and lower control limits for the x chart. (Round your answers to three decimal places.)

UCL=___

LCL=___

Construct the x chart.

12

3 4

What conclusions can be made about the quality of the process?

The R chart indicates that the process variability is  in control/out of control .  - No samples fall/One sample falls/Two samples fall/More than two samples fall...outside the R chart control limits. The x chart indicates that the process mean is  in control/out of control .  No samples fall/One sample falls/Two samples fall/More than two samples fall....outside the x chart control limits.

Solutions

Expert Solution

for R Chart:

average range R̅ = 0.675
sample size n   = 4
for sample size n=4, criitcal value of constant D3= 0
for sample size n=4, criitcal value of constant D4= 2.282
control line (CL) = R̅= 0.675
upper control limit (UCL)=D4R̅ = 1.540
lower control limit(LCL) =D3R̅ = 0.000

for the x chart.:

sample mean x̅ = 95.399
average range R̅ = 0.6750
sample size n   = 4
for sample size n=4, criitcal value of constant A2= 0.729
control line (CL) = x̅= 95.399
upper control limit =x̅+3*A2R̅ = 95.891
lower control limit =x̅-3*A2R̅ = 94.907

The R chart indicates that the process variability is  in control

No samples fall outside the R chart control limits. The x chart indicates that the process mean is  in control No samples fall outside the   x chart control limits.


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