The following dataset was considered in Quality Engineering [Analytic Examination of Variance Components (19941995, Vol. 7(2)]. A

The following dataset was considered in Quality Engineering [€œAnalytic Examination of Variance Components€ (1994€“1995, Vol. 7(2)]. A quality characteristic for cement mortar briquettes was monitored. Samples of size n = 6 were taken from the process, and 25 samples from the process are shown in the following table: 

(a) Using all the data, calculate trial control limits for X and S charts. Is the process in control?

(b) Suppose that the specifications are at 580 ± 250. What statements can you make about process capability? Compute estimates of the appropriate process capability ratios.

(c) To make this process a €œ6-sigma process,€ the variance σ2 would have to be decreased such that PCR_k = 2.0. What should this new variance value be?

(d) Suppose the mean shifts to 600. What is the probability that this shift is detected on the next sample? What is the ARL after the shift?

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Batch 1 572.00 73.25 2 583.83 79.30 3 720.50 86.44 368.67 4 98.62 5 374.00 92.36 93.50 580.33 388.33 110.23 559.33 8. 74.79 9. 562.00 76.53 10 729.00 49.80 11 469.00 40.52