Are you actually using the power button to shut it down, or letting it go to sleep by itself? If I'm not mistaken you're not supposed to shut them off completely for extended periods of time, but let them sleep as long as you want. Maybe it's turning itself on to clean the printheads/cycle ink so they don't go bad?