If I had to guess I'd say that it is one that is setting the others off for some reason. If there is no obvious cause in sight, maybe one blinks when going off or otherwise indicates it is the problem (instructions may help here). If there are many you could disconnect half of them and go away for awhile to see if it stops then narrow it down from there. Or if only a few, it's probably easier/cheaper to replace them all.
