Can Arduino fulfil my needs?

was just wondering what sort of power supply you guys use? I know the wall plug for the arduino can give a bit of juice but obviously I'm going to need something with a bit more kick for a 12V DC Motor that can swallow around 15A.

How would you guys power up something like that?