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Process 'A' is identified to have 4000 defects per million opportunities. In this context, what is the sigma level of process 'A'?1. 12. 23. 64. 4

Question

Process 'A' is identified to have 4000 defects per million opportunities. In this context, what is the sigma level of process 'A'?

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Solution

1. Break Down the Problem

To determine the sigma level of process 'A', we first need to understand the relationship between defects per million opportunities (DPMO) and the sigma level.

2. Relevant Concepts

The formula to calculate the sigma level (Z) from DPMO is given by:

Z=Φ1(1DPMO1,000,000) Z = \Phi^{-1}\left(1 - \frac{\text{DPMO}}{1,000,000}\right)

Where:

  • Φ1\Phi^{-1} is the inverse of the standard normal cumulative distribution function.

3. Analysis and Detail

  • Given DPMO = 4000.
  • Convert DPMO to the fraction of defects:

DPMO1,000,000=40001,000,000=0.004 \frac{DPMO}{1,000,000} = \frac{4000}{1,000,000} = 0.004

Thus, we have:

1DPMO1,000,000=10.004=0.996 1 - \frac{DPMO}{1,000,000} = 1 - 0.004 = 0.996

Now we need to find Φ1(0.996)\Phi^{-1}(0.996).

Using standard normal distribution tables or a calculator, we can find that:

Φ1(0.996)2.88 \Phi^{-1}(0.996) \approx 2.88

However, in Six Sigma methodology, there is an adjustment made for the non-conformance rate. Therefore, we can approximate the sigma level as follows:

Sigma Level=Z+1.5=2.88+1.5=4.38 \text{Sigma Level} = Z + 1.5 = 2.88 + 1.5 = 4.38

4. Verify and Summarize

After calculating the sigma level, it's clear that the result rounds approximately to 4 (since the options given are 1, 2, 3, 6, and 4). This indicates that the process is performing at the four sigma level, which is a significant quality standard.

Final Answer

The sigma level of process 'A' is approximately 4.

This problem has been solved

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