"let's assume that the voltage is really to low
step 1. I power the board up with just the ESC on the output rail.
step 2. The board fails to boot (only 2 blinks of leds and then it stays off)

so now if I connect let's say phone charger to the…"

"i have exactly the same problem with a brand new apm 2.5 ...."