IIRC Richmond is about a seven mile circuit. 19 minutes will have you at a little over 22 mph rolling average.

Races will be longer though so if you haven't yet hit 30+ continuous miles flat out then you might want to consider training on some time trial circuits. 10's, 15's and 25s are fairly common throughout the summer months and no license is required.