In: Statistics and Probability
A new industrial oven has just been installed at Piatt Bakery. To develop experience regarding the oven temperature, an inspector reads the temperature at four different places inside the oven each half hour starting at 8:00 a.m. The last reading was at 10:30 a.m., for a total of six samples. The first reading, taken at 8:00 a.m., was 337 degrees Fahrenheit. (Only the last two digits are given in the following table to make the computations easier.)
Reading | |||||||||||||
Time | 1 | 2 | 3 | 4 | |||||||||
8:00 a.m. | 37 | 43 | 44 | 40 | |||||||||
8:30 a.m. | 45 | 42 | 43 | 40 | |||||||||
9:00 a.m. | 43 | 49 | 40 | 44 | |||||||||
9:30 a.m. | 45 | 43 | 47 | 41 | |||||||||
10:00 a.m. | 35 | 48 | 49 | 63 | |||||||||
10:30 a.m. | 45 | 42 | 46 | 49 | |||||||||
1. On the basis of this initial experience, determine the control limits for the range. (Round your intermediate calculations and final answers to 2 decimal places.)
LCL | |
UCL |
2. For each time period, is the temperature out of control?
8:00 A.M. | |
8:30 A.M. | |
9:00 A.M. | |
9:30 A.M. | |
10:00 A.M. | |
10:30 A.M. |
Thank you!!
Solution
Back-up Theory
Let xij represent the jth measurement at the ith interval, i = 1, 2, …., k and j = 1, 2, …., k.
The R Chart has:
Central line: CL = Rbar…………………………………………………………..(1a)
Lower Control Limit: LCL = D3Rbar……………………………………(1b)
Upper Control Limit: UCL = D4Rbar, ……………………………………(1c)
where
Rbar = (1/k)∑(i = 1, k)Ri, Ri = Max(xij) - min(xij)
A2, D3, D4 , d2 are constants which can be directly obtained from standard Control Chart Constants Table…………………………………………………………………………..(2)
Now to work out the solution,
Part (a)
LCL = 0
UCL = ANSWER
[Details of calculations are given at the end]
Part (b)
All points are within limits. ANSWER
Details of calculations
Reading |
||||||||
Time |
1 |
2 |
3 |
4 |
Ri |
Raw |
Corrected |
|
8:00 a.m. |
37 |
43 |
44 |
40 |
7 |
Rbar |
10.33 |
310.33 |
8:30 a.m. |
45 |
42 |
43 |
40 |
5 |
D3 (4) |
0 |
0 |
9:00 a.m. |
43 |
49 |
40 |
44 |
9 |
D4 (4) |
2.282 |
2.282 |
9:30 a.m. |
45 |
43 |
47 |
41 |
6 |
LCL |
0 |
0 |
10:00 a.m. |
35 |
48 |
49 |
63 |
28 |
UCL |
23.58 |
708.18 |
10:30 a.m. |
45 |
42 |
46 |
49 |
7 |
NOTR: Figures under column ‘Raw’ are based on the given figures, which are original figures less 300. Corrected figures are based on the original figures.
DONE