There should be a 'replace' icon, that tells when the battery is low.
If the battery voltage is low enough then it may not be able to Toggle the relay, and just stays in the last position that it was in.
I would say that would be normal.
Also the colder the battery gets the lower the voltage, so air temp becomes a factor on weak batteries.
Have a Great day.