The official oversaw United's 2:0 away win at Oldham last season, dishing three yellow cards out to each side that afternoon.
Woolmer will be assisted by Antony Coggins and Ian Fissenden at Griffin Park, with Stuart Butler as the Fourth Official.
Man in the middle: Brentford