(The) Fulton County Board of Commissioners has denied my request.
Simplified: "The Board has denied..."
To figure out the number of the subject, it is sometimes helpful to remove all modifiers and objective phrases. Both "Fulton County" and "of Comissioners" modifies the core noun, which is "Board." The subject is singular so the verb form is "has" instead of "have."