We have noticed with the WS-4800 that if the connection between the indoor and outdoor units is broken, the units will constantly search and therefore the batteries will run down faster. 

With new batteries installed (not rechargeable ones), try moving the units permanently closer together to ensure a more constant connection, the batteries should last longer.

If you have any further questions or comments, please contact us via our contact form.