RJH expressed precisely :
I don't think
it's the fan - the noise stops once the boiler stops firing. Once it settles
down after 5 minutes or so the noise more or less goes, maybe fades in/out
for
a few seconds every so often. Recording clips at:

Its the fan, or rather its bearings.