PvK:
I believe that is what I have been saying all along.
Ships that actually have a (non-damaged) QR on them completley ignore supply issues, and they fill up all the ships in their fleet at the very beginning of each turn, before any turns start for any empires (or at the very end, after all movement and combat has been executed for all empires).