It uses a capacitive-dropper. Check the value of the big gray film capacitor, they go low value with age. The zener diode next to it can also fail.
But it might be short on the LED/control board which makes it draw too much current from the power supply. There should be around 24V unless the relay is on all the time, then 14V is OK.