Transformers on DC are already a solved problem with various switched-mode converters that can boost or decrease voltages at will. In fact, many AC-DC supplies (phone charger, etc.) are already using such converters, first rectifying the incoming AC. Not needing a bulky transformer makes them smaller and lighter.
