You can actually turn that feature OFF!
Follow this and you'll know:-
- GOTO Eco settings, on your printer.
- Select the Auto power option and select OFF.
And that's about it, you can also set it to 120 or 240 minutes, but first check whether your auto off is set to
15 or 30 minutes, maybe that's the reason it must be turning itself auto off, after a while.