First off, howdy! Welcome to the Forum. Lots of good folks around, as you'll no doubt find.
Fun idea, one that's come up a few times. I think you'll come up shy on power. I've tried two of the 'usb chargers', not easy to make it to 500 mA, let alone hold it. A couple Watts? IIRC a healthy...