The wifi stack has a bug that causes it to poll when disconnected. My device drains at 14%/hr when this happens, but it can be prevented by always entering flight mode when not using wifi. ASUI has a hack that quickly enters and exits flight mode when wifi disconnects to prevent the problem but it isn't a 100% solution and sometimes it still drains.

You could also have an old battery that can't keep its charge.