The council say incorrect use is taking away valuable parking spaces from those who need truly them.
Those using stolen, counterfeit, cancelled or badges belonging to a deceased person could face fines and, in some cases, a court date.
The crackdown will see tow trucks deployed to remove vehicles misusing Blue Badges.