It's not the relay that fails.
The DC voltage for the relay (24 volts) is obtained via a capacitive dropper, the 220nF capacitor fails and there is insufficient voltage to pull the relay in.
The capacitor is the white cylindrical component, only replace it with an X2 type. Maplin N70CN is a suitable replacement.
technozen, September 2010