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...just the act of cleaning might change the performance from "new" to " as cleaned"...
I'm still interested in the "why" of the plastic axles worsening on subsequent runs.
The tests answered the core question, it's the unexpected results that I... uh... didn't expect.
Perhaps one more factor (as if we need another) ought to be addressed: cleanliness. High mileage wheels almost always accumulate dirt, which degrades performance. In addition to putting to bed some old "plastic versus metal wheel" arguments, these testing procedures should also be able to accurately evaluate the effectiveness of various cleaning methods, since the results can be measured with relative precision and consistency. It will be interesting to see where this leads (assuming anyone takes up the challenge).
Interesting points about degradation with actual use, but my stats were for brand-new MTL cars with the factory air intact prior to the tests. I'm still interested in the "why" of the plastic axles worsening on subsequent runs.
One difference to consider in my tests is I had an 'S' curve after the incline to test flange loading.Again, I was testing for plastic vs. metal, the other results are incidental curiosities, especially the diminishing roll-out. It's not the absolute numbers I'm puzzled about, as that's going to be, to me, normal product and technique variability - it's that every plastic wheelset experienced the degradation versus none for metal.
People who use statistics in search of "knowledge" too often focus on the averages and not the variability, thereby kidding themselves into having more certainty about their conclusions than is actually warranted by the data used to reach them. That tendency too often leads to bad surprises in the future, when reality showes the conclusions were wrong or unreliable for individual cases.
Isn't there a saying that states "lies, damned lies, and statistics"?