At this point I just go straight to checking the dropper cap - rarely do I find any need to go further. Space heaters, dehumidifiers, smart plugs, heating thermostats.. dropper cap. Over and over.
I suspect repeated application of transients is the cause. I tend to fit higher voltage rated parts when possible.