It could be simply because of the added weight, but honestly, it just seems like such a waste of good potential damage. Plus the image of carrying a wall of spikes can be very appealing.
Well, since you can't bash with a tower shield, and the function of shield spikes is to increase the damage of a bash, what good would it do?
Or is your real question "why can't you bash with a tower shield?"