The alarm panel should show what is setting it off, the Leds show the cause, like tamper led on shows a tamper fault which would need to be checked to see which circuit is causing the fault, This could be any circuit(zone), outside siren, keypad, control panel, damaged cable,
A faulty battery can cause some random faults so in a word yes but not always,