Check that the usb port works fine, and try the drive in a different port if you can. If the usb works fine and the drive doesn't, then it's the drive's fault.

If it's still under warranty, get it to be examined and/or repaired, because, unless it happened right after installing something or upgrading the drivers/firmware, it might well be the drive being faulty.