The following excerpt is from Richard Feynman's essay "Personal observations 
on the reliability of the Shuttle".
http://www.fotuva.org/feynman/challenger-appendix.html

I find it covers a testing topic I have a little trouble explaining to
testing newbies, that being the advantages of bottom up testing.

--------

 The usual way that such [complex, liquid fueled] engines are designed (for 
military or civilian aircraft) may be called the component system, or bottom-up 
design. First it is necessary to thoroughly understand the properties and 
limitations of the materials to be used (for turbine blades, for example), and 
tests are begun in experimental rigs to determine those. With this knowledge 
larger component parts (such as bearings) are designed and tested individually. 
As deficiencies and design errors are noted they are corrected and verified 
with further testing. Since one tests only parts at a time these tests and 
modifications are not overly expensive. Finally one works up to the final 
design of the entire engine, to the necessary specifications. There is a good 
chance, by this time that the engine will generally succeed, or that any 
failures are easily isolated and analyzed because the failure modes, 
limitations of materials, etc., are so well understood. There is a very good 
chance that the modifications to the engine to get around the final 
difficulties are not very hard to make, for most of the serious problems have 
already been discovered and dealt with in the earlier, less expensive, stages 
of the process.

The Space Shuttle Main Engine was handled in a different manner, top down, we 
might say. The engine was designed and put together all at once with relatively 
little detailed preliminary study of the material and components. Then when 
troubles are found in the bearings, turbine blades, coolant pipes, etc., it is 
more expensive and difficult to discover the causes and make changes. For 
example, cracks have been found in the turbine blades of the high pressure 
oxygen turbopump. Are they caused by flaws in the material, the effect of the 
oxygen atmosphere on the properties of the material, the thermal stresses of 
startup or shutdown, the vibration and stresses of steady running, or mainly at 
some resonance at certain speeds, etc.? How long can we run from crack 
initiation to crack failure, and how does this depend on power level? Using the 
completed engine as a test bed to resolve such questions is extremely 
expensive. One does not wish to lose an entire engine in order to find out 
where and how failure occurs. Yet, an accurate knowledge of this information is 
essential to acquire a confidence in the engine reliability in use. Without 
detailed understanding, confidence can not be attained.

A further disadvantage of the top-down method is that, if an understanding of a 
fault is obtained, a simple fix, such as a new shape for the turbine housing, 
may be impossible to implement without a redesign of the entire engine.


-- 
Michael G Schwern     [EMAIL PROTECTED]     http://www.pobox.com/~schwern
'All anyone gets in a mirror is themselves,' she said. 'But what you
gets in a good gumbo is everything.'
        -- "Witches Abroad" by Terry Prachett

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