Question

Suppose that the sample means and ranges are calculated for 36 samples of size n =...

Suppose that the sample means and ranges are calculated for 36 samples of size n = 5 for a process that is considered under statistical control. Then the mean of the 36 sample means and ranges are calculated, yielding  20.50 and 5.60, respectively:

  1. Determine the value of the process capability index if the process specification limits are 20 +- 6  .
  2. Is the process capable?

Homework Answers

Answer #1

=2.4075

The upper specification limit ,USL= 20+6=26

The Lowe Specification limit,LSL= 20-6 =14

Process capability,CP=

= 0.8307

=min(0.76150,0.89996)

Process capability index,CPK= 0.76150

Here CPK<CP.So the varaiation in performance is high.

Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
Suppose you calculate “X bar bar” = 25 and “R bar” = 7.5 from 25 previous...
Suppose you calculate “X bar bar” = 25 and “R bar” = 7.5 from 25 previous samples of size 5 each. Assume the quality characteristic has a normal distribution and both the “X bar” and R charts show statistical control of the process. Specification limits are at 24 ± 7.    c) Calculate the percentage of items outside the specification limits.   d) Calculate the capability index. Comment on the capability of the process.
Aspen Plastics produces plastic bottles to customer order. To monitor the process, statistical process control charts...
Aspen Plastics produces plastic bottles to customer order. To monitor the process, statistical process control charts are used. The central line of the chart for the sample means is set at 8.50 and the range at 0.31in. Assume that the sample size is 6 and the specification for the bottle neck diameter is 8.50 ± 0.25. a. Calculate the control limits for the mean and range charts. (3 points) b. Suppose that the standard deviation of the process distribution is...
1 An x̅ chart with a sample size of 4 is used to control the mean...
1 An x̅ chart with a sample size of 4 is used to control the mean of a normally distributed quality characteristic. It is known that process standard deviation is 8. The upper and lower control limits of the chart are 147 and 123 respectively. Assume the process mean shifts to 121. What is the probability that this shift is detected on the first subsequent sample? What is expected number of samples taken before the shift is detected? 2 The...
Broody Plastics produces plastic bottles for the customer orders. Statistical process control charts is being used...
Broody Plastics produces plastic bottles for the customer orders. Statistical process control charts is being used to monitor all the process. assume that the sample size is 4 and the specification for the bottle neck diameter is 6.00+-0.35. (Note that the central line of chart for the sample means is set at 6.00 and the range at 0.4 in.) (a) Calculate control limits for the mean and range charts. (b) If the firm is looking for the three-sigma performance, is...
The distribution of sample means calculated using samples of size 16 has a mean of 100...
The distribution of sample means calculated using samples of size 16 has a mean of 100 and a standard error of 2.25. What is the variance of the original distribution?
A pharmaceutical company producing vitamin capsules desires a proportion of calcium content between 40 and 55...
A pharmaceutical company producing vitamin capsules desires a proportion of calcium content between 40 and 55 ppm. A random sample of 20 capsules chosen from the output yields a sample mean calcium content of 44 ppm with a standard deviation of 3 ppm. Find the natural tolerance limits of the process. If the process is in control at the present values of its parameters what proportion of the output will be nonconforming, assuming a normal distribution of the characteristic? Calculate...
Consider two processes A and B each with sample size of n = 5            Process...
Consider two processes A and B each with sample size of n = 5            Process A: Mean = 100        Sample Standard deviation = 3            Process B: Mean = 105        Sample Standard deviation = 1                        Specifications are 100 + or -10, Find the process standard deviations Calculate Cp and Cpk for each process and interpret these ratios Find the percentage of production outside the specification limits Which process would you prefer?
Random samples of size n= 400 are taken from a population with p= 0.15. a.Calculate the...
Random samples of size n= 400 are taken from a population with p= 0.15. a.Calculate the centerline, the upper control limit (UCL), and the lower control limit (LCL) for the p chart. b.Suppose six samples of size 400 produced the following sample proportions: 0.06, 0.11, 0.09, 0.08, 0.14, and 0.16. Is the production process under control?
Supposed you have calculated the sample mean, x̅ = 96.34, from a sample size, n =...
Supposed you have calculated the sample mean, x̅ = 96.34, from a sample size, n = 15, and you know that the population standard deviation is, σ = 12.67. Calculate the standard error, σx̄ , under the assumption that the population size is infinite.
Random samples of size n were selected from a normal population with the means and variances...
Random samples of size n were selected from a normal population with the means and variances given here. n = 25, μ = 12, σ2 = 9 Describe the shape of the sampling distribution of the sample mean. a. The distribution is normal b. The distribution is skewed left c. The distribution is bimodal d. The distribution is uniform e. The distribution is skewed right Find the mean and the standard error of the sampling distribution of the sample mean....