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Answer :
Final answer:
A) Cp = 0.89, Cpk = 1.04.
Explanation:
A) First, we need to calculate the process capability index (Cp). Cp is defined as the ratio of the specification width to the process variation. The specification width is the difference between the upper specification limit (USL) and the lower specification limit (LSL), which is 77 - 72 = 5 mm. The process variation can be estimated using the standard deviation, which is given as 0.75 mm. Therefore, Cp = (USL - LSL) / (6 * standard deviation) = 5 / (6 * 0.75) = 0.89.
Next, we calculate the process capability index assuming the process is centered. This is known as Cpk. Cpk measures the capability of a process to consistently produce parts within specification limits. To calculate Cpk, we use the formula Cpk = min((USL - mean) / (3 * standard deviation), (mean - LSL) / (3 * standard deviation)). In this case, since there is an almost even split between parts being above the USL and below the LSL, we use both sides of the equation. Cpk = min((77 - 74.5) / (3 * 0.75), (74.5 - 72) / (3 * 0.75)) = min(3.33 / 2.25, 2.33 / 2.25) = min(1.48, 1.04) = 1.04.
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