I don't know that I've ever had the battery go all the way dead, BUT you should be able to hear a big difference in the tone, and out put volume as the battery nears it's end. If it seems like you have to turn your amp up extra high, or your just not getting the balls your use to out of the bass.. time to change the battery!
Peace,
DaGrooveMaster