Almost certainly the battery within the Alarm Unit.
Provided the printed circuit board is ok, a new battery can be fitted if your handy.
When mine played up , a replacement battery was of no use due to damage to the circuit board from the old battery leaking.
I bought a good used alarm unit which sorted it.
cheshired5 on here has done a video covering this.