Leavesden Asylum Incinerator or boiler room. You can see the chimney on some of the old photos. Sadly this and a nearby house have fallen into severe disrepair in the last 2 or 3 years and seem to be owned by someone who spends all his time chopping and burning wood.
Stephen Liddell 