Jalipa,
In order to answer your questions, Let us first define what a "Six Sigma Analysis is:
The term “Six Sigma” is a statistical term that refers to 3.4 defects per million opportunities (or 99.99966 percent accuracy), which is as close as anyone is likely to get to perfect. A defect can be anything from a faulty part to an incorrect customer bill.
Such being the case, the Engineering Community developed this analysis suite about 20-25 years ago to define, diagnose and develop solutions to processes and designs.
Since its conception, many companies and individuals have expanded on its uses to include "preventive" analysis' (to help prevent problems at the start of the cycle).
In order to develop out a "Preventive" Sigma Analysis, you have to understand the specifics of how a process or in my case, Machine, is designed, setup, ...
You know that every component has a base set of tolerances, (i.e. shop tolerances (.x = +/- .5, .xx = .06, and so on).
But the materials and their processes have their own (ASTM tolerances on sheetmetal thicknesses, or casting tolerances, and so on). Understanding their link is key to analyzing at the front end.
If you know that a "Sand Casting" has an approximate shrinkage rate of 1-3%, and a sheetmetal component can be within +/- .004" of it's thickness (and still be of that gauge), and that the shop tolerances are some set of variables, you can take all of these and set them to a matrix.
By using the above information (vendors are integral to this type of Preventive Design), You can plug and play with the variables (hole size, boundary constraints, material tolerances, etc.) to see what the possibilities are and can be.
Another way to look at this type of Analysis is to think of a standard tolerance analysis, and then boost it 100-1000%.
In a standard tolerance analysis, you can define as many variables as you like, but only what is real (i.e. bore, shaft diameter, etc. (and their tolerances)).
A sigma analysis (as I use it) also uses empirical data (shrinkage, variations in material thicknesses and in some instances, compositions, base clearances, etc), to predict what is and could be.
In the 19+ years that I have been designing machines and processes, I have been able to validate this method of design a 100 times over. Machines that are designed with this method at the start of the cycle, work much better, with less changes or problems (opportunities), over their life.
Many years ago, I took a course (seminar) on a concept called "Six Sigma Anaylsis". In this seminar, they talked about SPC (Statistical Process Control) and other Metric-related processes, to help define, diagnose and eliminate errors in the processes. Although the approach was valid, in my mind, it was incomplete. Too many times had I been approached by vendors (and others) and asked if I could "Live with what they could achieve" (basically compromising Fit, Form and Function" with something less).
After a while of this nonsense, I helped develop a method that mixed the original concept of SSA and the standard tolerance analysis, to work with design, vendors and manufacturing, to create a machine that contained all the metrics and tolerancing at the beginning of the cycle. This allowed the vendors to see, up front, what was required and what we could live with, allowed the designs to be more definitive (yet flexible), and functional, and allowed the manufacturing people to build machines instead of rejecting due to bad "Parts". It has also bled out to the service side of the equation and more importantly to the end-user. The machines are more reliable, and in many cases, can be serviced in shorter time with less complications.
This in no way keeps opportunities from creeping up (Heck we are all human (I think)), and mistakes are made, but the concept is solid and even when opportunities arise, they are easier to address and even more so, easier to prevent from creeping up again.
Sorry for the long winded answer. This is still a new approach to design, and as such, many don't understand the concepts as well as others, so I fiqure that if I can get a few to understand, others will follow. (But I digress).
I hope I answered your question enough.
Asmenut