The midfielder was given a straight red card for an alleged two-footed challenge on Damien Johnson.
A hearing will be held at
Speaking after the game, Alan Curbishley admitted he was disappointed with the decision and hoped it would be overturned.
"We have asked Mark to look at it, and we think he will. Hopefully he will overturn it.
"When it happened I did not think it was that serious, but on the spot, the referee sees it differently.
"I think Johnson has come in and both of his feet have connected with the ball, so I don't know if Bowyer has gone above it. We will have to wait and see."