Well, it's either the USB port or the drive. The port doesn't recognize that there's a device attached at all.
You can easily see which one it is, if you:
- Try the USB drive on all the other ports. If you have a desktop machine, try the ports on the back of the case. They are directly attached to the MOBO.
- Try the USB drive on another computer.
D_Know_WD