One of my batteries failed the other day.
The lamplinc it controls would come on normally with motion, go off in one minute as it should and then about two minutes later would come back on and stay on.
After checking everything and restoring the lamplinc, I thought it had gone wacky, I replaced the battery in the motion sensor.
Problem solved.
No low battery warning showed up anywhere.
This was the original battery.