AN update: It fell again, and was not a power failure.
Trying to see if the drone was ok, I made it fly at 30-50cm above ground and make him fly up (a little) down, left right forward backwards. After few minutes BUM, it fell on the floor ... but was not a power failure, I mean, the drone was...