You can buy aluminum cleaning acid in any hardware store - its called "steam iron cleaner". Spray it on, scrub the wheels and rinse it off. SO NOT let it dry on the surface as it will streak. and you'll have to repeat the whole process. I'd go this route before hitting them with any sort of abrasive.