Hi Nigel,
If you go to
www.old-maps.co.uk
and search on Douglas you can see at least three mills in the area on the OS Firtst edition - Nunnery Mills, Ballaughton Mills and a flour mill near Pulrose House which may be the one you are seeking.
Ian