The best way to find out is do those things. Leave the battery overnight and charge it. If that doesn't work, you know the battery is either dead or it's not the battery. So then reflash. If that too doesn't work then the battery is quiet possibly dead, and you need to get a new one.

Did you ever overclock? Undervolt? Modify system files/bootup-scripts, etc?