You don't explicitly state the connection method, I assume you're using USB. The USB port could be faulty, perhaps the previous owner attached via ethernet. If possible you could try same. I doubt that the cartridges would have any effect on printer detection/installation.
I did a quick read of the manual, no indication that the USB port can be switched off, but you should check.
Richard Southworth