If your wheels are kept in good condition then a simple soapy clean will suffice, however, if you allow brake disc dust to build up or chip the lacquer then you'll need a wheel cleaner or -as you discovered - they'll get corroded. We'd recommend Bilt Hamber Auto Wheel Cleaner: amzn.to/2OrqNpI