Welcome to pspmod.
Yes you can. I would just go to the store and buy a new phat battery to turn into a Pandoras Battery if I were you though. If you are hard-modding your battery the only way to turn it back into a normal battery is to solder the metal leg back on. It is also nice to have a phat Pandoras Battery because it will work on the phat and slim psps.