An_Engineer
Member
- Joined
- 14 Feb 2018
- Messages
- 35
Having worked as an engineer in aerospace + other applications with high stressed components, and also having done lab-based fatigue experiments, I think their is too much faith placed in the answers which FEA packages produce to ensure stresses which are "acceptable" and which are not assumed to have cyclic excursions. In aerospace, there will be ground based fatigue rigs of substantial parts of the aircraft which have accumulated a lot more stress cycles than the prototype aircraft being flown by test pilots; that way if anything untoward happens to the rigs on the ground, a warning can be flagged up in good time.
To chime in on this topic and to build on your excellent reply, I've done a fair amount of finite element (FE) modelling and simulation in my time. I can say with confidence that creating simulations and interpreting results is a dark art. You need to be incredibly careful with you inputs and assumptions (eg load applied, boundary conditions, contact conditions, material behaviour), and you also need to be very careful with interpreting your outputs (eg what type of stress value are you reading, are areas of high stress "true" values or a mathematical singularity, how do you interpret fatigue from stress results etc). The best way we found was to use FE as a tool to identify areas of concern during the design phase so that design mitigations/extra testing could be planned for in later physical testing. It is actually a really useful tool, but if you solely rely on FE results you're a fool.
For example, is it possible simulate an entire train using FE? No, absolutely no, not in any way. To accurately model something of that size and complexity would probably take several super computers a very long time, and the results (if it even managed to solve it) would probably be garbage as there would just be too many assumptions on part interactions. So to model our jacking points you would just take a small snippet around the jacking point, and make load assumptions about what the rest of the train is doing and how that load is transmitted to the area in question. Often this will lead to simplified simulations where only simple directional loads are applied, and then fatigue criteria are overlayed on the results (you can estimate fatigue life from that if you know an approximate loading amplitude and load frequency). It can eliminate gross miscalculations, but there is so much extra going on in real life that it is not a catch all solution.
People may be surprised by how much us engineers don't actually know, but we know we don't know them so we assess risks and plan testing to compensate. Inspection and maintenance regimes are part of this as well.