Yes! I've recently made a couple of quilts that were made up of solids. I loved pairing up the colors to get the most contrast. They came out beautiful!! I'm working on another quilt now that has a lot of solids, mixed with a few prints here and there. The solids really make the design POP. Go for it...you'll like the result.
~ C