It could well be the power board in the PSP is done. Myself, i would not necessarily trust trying the pandora's battery bit to try reviving things.
You would be better off contacting Sony themselves and see about getting it fixed by them, especially if the unit is under a year old (seeing as there is a one year warranty on the system).