DieHarder, that ^^^ (LVC) was my initial thought as well, and why I ask about batter usage.
Another thought...overheat protection has kicked in and the 20 seconds is enough to cool the ESC down and resume operation?
Launchpad51, is the ESC heatsink hot when your "cutting out" occurs?