In many engineering and software
activities a frequently used phrase is “verification and Validation (V and V)”.
One can find a large number of articles addressing this topic. The articles
focus on the essential differences between the two entities. The field of structural
analysis along with finite element analysis is no exception. Considerable work
has been done by NAFEMS in collaboration with ASME and many of the published
work is available in the open literature. Interested readers can refer those
articles for in-depth information.
Fig. 1
In this brief article, the essential
aspects of V and V in the context of structural analysis and FEA are presented
based on the information available in these publications.
- o The
most fundamental fact in the present context is that one verifies a CODE,
whereas simulation models are
validated.
- o The
codes, like ANSYS and ABAQUS, are developed for facilitating simulation of
practical structural analysis problems. The codes thus developed use the
knowledge base from solid mechanics and numerical techniques. The former information
is used for developing elements and the latter for coding the solution
algorithms. The code developers need to ensure that the equations and relations
available in theory are faithfully translated into the code. Thus verification
is the duty of code developers.
- o The
codes, thus developed and verified, are used by analysts and designers for
simulation of structural analysis tasks. The analysts face a major problem of
choosing from a large number of modelling and solution options available within
the code at his disposal. There may be pitfalls in the process. In addition,
not all combinations of modelling and solution options will yield the right
result. In complex problems, the proof of the pudding has to come from
comparison with any available field observation or experimental data. This
means to say that the analysis models need to be validated with respect to some
data from the real world. Thus validation is essentially the duty of the
analyst.
- o What
the foregoing points essentially mean is that verification is mathematics and validation
is physics.
- Another way of looking at this: The code
developer has to ask himself “am I doing
the thing right?” The analyst, on the other hand, has to ask himself “am I doing the right thing”
You mention Code or Software Verification but not Solution Verification which is in the domain of the analyst to control...
ReplyDeleteThanks Angus. I get your point. This has been referred to as "calculation verification" in the brochure issued jointly by NAFEMS and ASME. This refers to mesh adequacy assessments. This certainly is the responsibility of the analyst. I will appropriately modify the text.
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