Is the printer turned on? Do you know its IP address? Can you ping it?
On most Linux systems and in PureOS cups (the common unix printing service) is taking care of finding and managing printers. You can open http://localhost:631 to see the settings. The printer settings in the Gnome System Settings also talk to cups.