The power LED simply means it is getting a voltage.
Whilst usually a good sign it can be misleading as LED's can light up over a range of voltages so even if its getting that there is no certainty that it is correct.
Do you have any other LED's lit of flashing ?
They tend to be more reliable as they only light up when the MCU tells it that it is doing something.