As you probably know, the newer models of HP printers (and probably others) will come on automatically if a job is sent to them while they are turned off. I am wondering if they can be turned off ...
It is probably the first thing you need to check before heading to the other steps mentioned below. As your printer is already showing this message, you must follow it before doing anything else.