Design Factor with known reliability

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SUMMARY

The design factor, represented by the equation n_d = (1 + √(1 - (1 - z²c_s²)(1 - z²c_σ²))) / (1 - z²c_s²), is fundamentally linked to reliability, which is determined by the z-score provided in the problem statement. While the equation appears to suggest that geometry does not influence the design factor, it is clarified that the design factor is indeed dependent on the geometry when considering real-world scenarios. Specifically, the reliability and loading conditions of different geometries, such as a cylinder the size of a toothpick versus one the size of an arm, will yield different design factors despite similar statistical inputs. This highlights the importance of understanding both the statistical and geometrical aspects of design factors in engineering.

PREREQUISITES
  • Understanding of reliability concepts and z-scores in engineering.
  • Familiarity with material strength statistics, including mean and standard deviation.
  • Knowledge of design factors and safety factors in structural engineering.
  • Basic grasp of stress analysis and its relation to geometry.
NEXT STEPS
  • Study the relationship between reliability and design factors in engineering applications.
  • Learn about the implications of geometry on design factors in structural analysis.
  • Explore statistical methods for analyzing material strength and load variations.
  • Investigate the differences between design factors and safety factors in engineering design.
USEFUL FOR

Engineers, particularly those in structural and mechanical fields, students studying material science, and professionals involved in reliability analysis and design optimization will benefit from this discussion.

James Brady
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In my textbook we are given the equation for design factor as:

## n_d = \frac{1+\sqrt{1-(1-z^2c_s^2)(1-z^2c_\sigma^2)}}{(1-z^2c_s^2)} ##
where
z = the z score, this is determined from reliability which is given in the problem. A high z-score means we demand a very high reliability.
##c_s = \frac{\sigma_S}{\mu_S}## that is the standard deviation over the mean of the material strength.

##c_\Sigma = \frac{\sigma_\Sigma}{\mu_\Sigma}##
Note: I'm using capital sigma for stress and lower case sigma for standard deviation to hopefully help with confusion.

So my problem with this idea is that design factor is independent of the geometry we are working with. For example, if we have a cylinder that is under a tension load and we know the mean and standard deviations of the load, we can use that to calculate coefficient of stress ##c_\Sigma## by dividing by area: ##c_\Sigma = \frac{\sigma_F/area}{\mu_f/area}## areas cancel out and we are left with the coefficient of stress.

So since area cancels out, it looks like geometry is not even a factor in determining the design factor, and I know intuitively that this cannot be true. That's essentially saying that a cylinder the size of a tooth pick will have the same design factor as a cylinder the size as my arm. And from the equation above, they will both have the same reliability.

Seriously would appreciate any help here. My professor says it's independent of geometry but I can't see how that's true. If you need any further elaboration or anything, just let me know and I'll post them up.
 
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What is a design factor, exactly?
It looks to me a lot like a safety factor, just accounting for statistical variations in your material and load. Am I on the right track?
 
They are very similar concepts. From what I understand ##n_d = \frac{what- the- part- can -handle}{what- the -part- experiences}## the main difference between the two is that design factor includes all modes of failure (buckling, vibrations, etc...). So I don't think the differences is statistics, in this example we're just trying to use statistics to get a more accurate idea of when our part could fail. ^Not 100% confident on my definition there, but yeah, I know they are very similar concepts.
 
Ok, with that semi-settled:
James Brady said:
So since area cancels out, it looks like geometry is not even a factor in determining the design factor, and I know intuitively that this cannot be true. That's essentially saying that a cylinder the size of a tooth pick will have the same design factor as a cylinder the size as my arm.
All other things being equal, they would only have the same design factor if they have the same reliability.
James Brady said:
And from the equation above, they will both have the same reliability.
You're not getting reliability from the equation. You're getting it from the problem statement.
In a real world scenario(within a certain range of loading), arm cylinder is likely to have a higher reliability than toothpick cylinder and, therefore, a different design factor.
 
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Oh wow, I see that now. Reliability along with loading and strength information is given in the problem statement, and those determine the design factor. From the design factor, a certain geometry can be determined.

So it's not that design factor is independent of geometry, it's that this equation expresses it solely as a function of reliability. Once a value of n_d is found, so can everything else. I appreciate the help, knowing that made my day a little better.
 

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