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QUESTION 25 (10 points) - Process Capability Indexes A ball bearing design for wheel assemblies used in giant mining dump trucks requires the inner
QUESTION 25 (10 points) - Process Capability Indexes A ball bearing design for wheel assemblies used in giant mining dump trucks requires the inner diameter to have a lower specification unit (LSL) of 1095.70 mm and an upper specification unit (USL) of 1104.30 mm. A simple random sample of 300 finished ball bearings, which were produced by an approximately normally distributed process, has the sample average of 1101.25 mm and the sample standard deviation of 1.25 mm. A too small inner diameter is especially not good because the ball bearing cannot be fitted into a regular axle. You would need to use 3 decimal places in the following calculations. (a)[2] Draw a diagram of two scales (top vs. bottom), one for design specifications, and the other for product variations. 3 (b)[1] Give an equation for the process capability index Cp, calculate and interpret it. (c)[2] Give an equation for the upper one-sided index Cpu, calculate and interpret it. (d)[2] Give an equation for the lower one-sided index Cpl, calculate and interpret it. (e)[1] Give an equation for the process capability index Cpk, calculate and interpret it. (f)[1] Among the above 4 indexes, which one is the most closely watched? Explain your answer. (g)[1] If you are the buyer of those ball bearings, what would you say to the manufacturer (a subjective statement)?
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