DON'T up the voltage too much. That will kill it. (kind of).
It's the current you need to crank up, I don't know what wattage peltier you've got, but if it's 200W say, it will easily (and happlily) eat 20 amps DC.
Also, if you can get your head round this, then you can do anything with TEC's...