Percat was impressive fourth in the single-lap dash, an improvement of six spots compared to regular qualifying.
However that time has since been deleted by officials, after the #8 Brad Jones Racing Holden failed post-Shootout checks.
It's believed the breach was related to weight.
Percat and Randle will now start tomorrow's Great Race from 10th.
More to follow.