USB 2.0 hard disk does not show up
Try using a USB - Y Cable! As the others have said... It appears the drive is not getting enough power. 

Example,
http://eshop.macsales.com/item/OWC/USB3AYMBPB/

I realize that is microusb but they make y cables with USB on all the ends.

Goodluck! :)