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Topic Six Sigma – Bell Curve

Six Sigma – Bell Curve

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This topic contains 9 replies, has 1 voice, and was last updated by Profile photo of Fake Stan Alert Fake Stan Alert 7 years, 1 month ago.

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  • #137355

    Is a Six Sigma process +/- 3 Sigma (Total of 6 standard deviations) on a bell curve or +/- 6 Sigma (total of 12 standard deviations) on a bell curve?

    #137356

    Anoop Nair,
    Six sigma is +/- 6 standard deviations between the mean of your bell curve and the nearest specification(s) for the process. I am not sure why you are referring to the bell curve. Your sigma level is simply the minimum of USL-Mean/S or Mean-LSL/S.
    I hope that makes sense.
    Regards,
    Dr. Scott

    #137358

    Dear Dr. Scott – Thank you for your reply. I think I did not articulate my question very well. Assuming I have a Six Sigma process and I have an LSL and a USL, how many standard deviations would I have on either side of my mean? In other words, what would be the Z-value on each side of the mean. Thanks again for your help.

    #137362

    Anoop Nair,
    Apparently I articulated even less effectively than you did. :-)
    You would need at least 6 standard deviations between your mean and either the USL or LSL. In other words, if your process is perfectly centered on the target (i.e., you process mean is the same as your target), then you would have to have 6 standard deviations of space between your mean and the USL and 6 standard deviations space between your mean and the LSL.
    Does that clarify things?
    Regards,
    Dr. Scott

    #137394

    Perfect . Thank you!

    #137399

    Anoop,
    You are very welcome. Hope I helped.
    Cordially,
    Dr. Scott

    #137400

    Anoop,
     
    While the technical definition for the sigma level of a process is the number of standard deviations that exist between the processes average and the closest of either the upper/lower specification (assuming that we can count of 6 increments before the limit) the projection of the VOP is still the normal curve at +/-3 standard deviations from the average (explaining 99.73% of the expected outcomes).
     
    Sigma levels of a process provide a capability assessment and are integrating both VOC and VOP.  Standard deviations are used to portray the expected variation of the process and are a reflection of the VOP.
     
    Regards,
    Erik  

    #137417
    Profile photo of Fake Stan Alert
    Fake Stan Alert
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    Good  question:the  second  one

    #137427

    Dear Eric – Thanks for your note. I think I understand using Sigma as representing process capability and standard deviation explaining variation in the process. The question that I had was that if we look at the bell curve having the mean equivalent to the target, how many standard deviations on either side needs to be fit to depict a Six Sigma process. I understand from Dr. Scott reply that it has to be six standard deviations on both sides (ie, a total of 12 standard deviations). Put another way, if I have the classical bell curve with mean=target, with 3 standard deviations on either side of the mean  with Z=-3 coinciding with the LSL and Z=3 coinciding with the USL, explains a 3 Sigma process and not a Six Sigma process.
    Thanks and Regards,
     
    Anoop
    PS: The reason for posting this question was that I had somebody looking at this classical bell curve and telling me that it represents a 6 Sigma process and my argument was that it represents a 3 Sigma process. I hope with the answers that I got from you and Dr. Scott, my understanding is right!

    #137429
    Profile photo of Fake Stan Alert
    Fake Stan Alert
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    Usually both can  present the 6  sigma  process,but  the  12 sd curve is  more  accurate

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