Hi dbhuis,
I have the exact same issue with my MI2S, on standard battery though !
That would therefor not be it, I guess.
The phone works fine, press power button normally, off, press again, it goes on, no issues, switch it of again lay it on the table or in your pocket, minutes or any random...