OK, so here's what I see has happened, in the large:
2015 Install (by someone else)
12/20 Failure intermittent
1/21 AP repaired, repairs made unspecified, problem apparently resolved
2/23 Failure “100% of the time””, except not really per post #14
2/23 Report of failure mode 2 years prior: all the solder joints on the main board were broken
3/23 AP replaced; AP Panel offline messages
3/23 AP Panel offline occurs with loss of trim control
3/23 Swapped screens, problem did not move with the screen (always on copilot side)
3/23 New network cables; swapping D9
3/23 Swapped screens, problem moved with screen
3/23 Network configure
3/23 Unplugged D15 and turned off autotrim; Connected “everything”. No failure.
3/23 Pulled “some breakers”, some failures.
3/23 Fails always, varying times to failure; removed “suspect” screen, failures persist
3/23 Replaced both screens with new HDX. No failures
3/23 Next day: same failure mode
4/23 D15 disconnected from AP Panel
In short, you've been shotgunning the problem solving, and getting inconsistent results which lead you down rabbit holes. You swapped screens twice, and once the problem didn't move with the screen, and once it did. So you learned nothing from that activity. Similarly with swapping cables and unplugging things and replacing things...you're changing multiple things essentially at once. You've "broken configuration" so many times it's impossible to follow what failure modes you may have ruled out or in.
I'm trying to be helpful here and not sound pedantic, but you need a *plan*. Start with a *known* configuration....everything, hardware, software, setttings, power available, everything you can think of. Then make a hypothesis, ANY hypothesis: it's this D9 connector. Then think about how to test that hypothesis, and do so. When you're SURE of the result, not just a couple of successful boots and YAY!, then you've got a repeatable configuration that either does or doesn't induce the problem. If you've found it, great. If not, and here's the important part, *put the system back the way it was* before doing anything else.
You're also multiplying entities. TWO AP panels failing in one aircraft, separated by years of manufacturing and sales, with the exact same pattern of failure? That's hardly likely. Or if it IS the case, it's not likely to be the *manufacturer's* failure...something in your plane seems to break AP Panels, if this one turns out to have broken solder joints.
Again, the chances are that this is a problem with *this* particular aircraft's installation, somewhere.