It won't be an overvoltage problem, it may be a mechanical excursion issue though, if you need to, just drive one on soak test for as long as you feel necessary.
If you want to reduce the drive, a series resistor equal to the reactance of the piezo at the drive frequency could be used. That should give you your 12V
Regards,
X