Test the fabric scraps first. As I recall, NO STEAM and very little heat. If the fabric is really wrinkled, I would hang it in a steamy bathroom and see if the wrinkles hang out.
You might want to try water as hot as you can stand in a spray bottle and just mist while at the same time running your fingers lightly across the fabric or shake it.