Have had a Note 10.1 stock ROM for about 4 months now, no previous problems charging when switched on or turned off. Use standard out of the box USB and mains charger.
However, the last 3 times or so, if I charge when it is on, but screen turned off, there was a continuous bing, bing, bing...