Try a new battery. It sounds like that one cannot hold the charge.
I changed it THRICE. It can hold charge but turns off without any warning right when I'm doing something.I could see a drop in its performance too. Also, few days ago I changed the power settings to "best performance". Does this have anything to do with the battery problem??