Sounds like a bad transformer. There's an ACE in aurora that stocks alot of hvac parts. As fitterjohn said, the HD ones are for doorbells and not suited for this application.

Sometimes transformers fry because of a short. check the wires in the brown sheathing to make sure they aren't cut. Also check by the condenser in case someone stepped on them or hit it with a weedeater etc