Guys, in a nutshell...
Materials, manufacturing and anyticipated usage all make a huge difference in life/durability. Aerospace design goals for light weight and durability are much different from other industries... especially those reliant on low-strength steel and high margins of safety.
Aerospace materials are substantially stronger and stiffer proportionally than almost any other types; and as such cracking WILL reduce residual strength capability... severely in some cases. Oh... and manufacturing techniques/ variables make big differences too!
In aerospace, a static test article is "failed" to verify engineering stress calculations and manufacturing issues... early-on in a program.
Fatigue testing is used to verify life-durability calculations that are peculiar to the materials, stress concentrations, fastening, production/fabrication, etc... realities of life. The test article is randomy loaded to simulate "real-life" flying experiences in-service. This fatigue spectrum loading simulates typical/anticipated operation and is applied to a "production" article for at least 2X, 2.5X, 3X or 4X life-times, as required by the FAA, DOD, etc... The "spectrum" rarely approaches "Limit Load" and almost never exceeds 1.25LL [Ultimate Load = 1.5LL min].
Harsh experiences and testing discovered that an airframe could be flying within the anticipated "spectrum" at the end of it's "life", ... but could have fatigue cracks that would cripple or fail the structure if a "sudden over-load" occured.
Most manufacturers accomplish a follow-on limit/ultimate static load tests to failure. Most airframes [NOW] survive the limit-load tests nicely... but fail some-what less predictably [IE: different deformations and failure-sites] than original static tests... hopefully at/beyond ultimate loads. The airframe is then inspected in great detail to determine post-fatigue static-loading failure-modes which are "fed" back to refine/verify the engineering model.
The (3) types of tests tell the manufacturers a LOT about the airframe and structural details and their analysis. These tests often give the manufacturer:
1. Insight into design methods and techniques... for both analytical improvements and manufacturing cost reductions, etc...
2. Starting data for future design and for the inspection requirements of the airframe at various points in it's life.
3. Comparison between fatigue-test data, flight test and operation data insures that anticipated goals are met. If NOT similar... then analytical revisions to the structural models are made to "refine the durability predictions"... and to revise predictions for INDIVIDUAL airframes that may NOT be flying the anticipated spectrum.
4. Insight into residual structural capability allows the manufacturer to exploite this extra "capability" to design enlarged airframes variants with higher gross weights... with minimum redesign effort and reduced costs.
5. Insight into manufacturing materials and process issues.
Regards, Wil Taylor