Wednesday, January 11, 2012

Non-Intuitive Result

This quote was in response to a query from Adrian Demaid (Open University, UK), who asked me for examples where research had an unexpected result.
“About twenty-five years ago Battelle was asked to estimate the cost of fracture to the US economy, we came up with an amount of about a few percent of gross domestic product.  While the actual figure can easily be disputed, the real cost is probably very large.
The key to arriving at our result was an appreciation of the role that material variability plays in engineering specifications. It appears that typical engineering standards assign properties about two standard deviations below the mean of alloys when specifying dimensions. For example, if the coefficient of variation of the yield strength of a particular steel is seven percent, it is assumed that all pieces of that steel are treated as if their yield strength is 14 percent below the actual mean. Of course, engineers did not work this position out statistically -— the various rules-of-thumb just seem to come out that way. If metallurgists could reduce scatter consistently, we would have lighter structures with no sacrifice of safety. Extending this idea to other mechanical properties and plugging our estimates into the economics model gave rise to the large costs that we reported.
The above argument leads to the non-intuitive conclusion that the fracture research with the greatest economic benefit would be in the area of materials production (especially welding). Our report soft-pedaled this point, since the sponsors had a vested interest in justifying additional funding for fracture mechanics research.
When I made my point about the importance of production research, at technical meetings, I was attacked by researchers with the same motivation  — they cited all sorts of unsolved analytical problems and promising experimental approaches. My reply that success in their approaches would at best lead to a tiny reduction in safety factors only poured oil on the fire.”

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