Welcome! I agree with Tartan, an iron on stabilizer would work well. Crushed velvet is often on a knit backing (panne velvet) and almost always a synthetic. I would look for a lightweight non woven iron on. If you can get to a JoAnn's, read the labels and look for something that will work with a cooler temp iron. The same stuff that you would use for garment construction will work.