If you want to advertise on TV, you will have to go through an advertising agency.
I'm thinking if you don't know costs already for such things, they are totally out of your reach.
Anyway, what sort of set do you want? There are few places that store sets for very long. You can use existing locations, or dress existing interiors.
The hire of the camera and crew is the most expensive thing.