If it seems the battery is dying, I would recommend removing it while you can. If the Authenticator dies completely that means you’ll need to contact our Support to have it removed.
You can add the Mobile Authenticator App temporarily, or just stick to that if you prefer. I like the App as I can add it to my phone and to my tablet, and use either and use it with up to 3 Battle.net accounts. 