Yes, other people have reported their batteries draining with the wrong charger.
The official sony charger is expensive. But a PSP charger will work just as well, and there are lots of cheap generic ones available.
This thread just might help a bit:
https://www.mobileread.com/forums/showthread.php?t=21337