There actually is an electric supercharger out there that works. It uses multiple batteries to run a multi-hp motor connected to a compressor. The car "stores" energy in the batteries using the alternator. When you need a boost, you flip a switch and the compressor kicks in.
It is not a bilge blower or leaf blower. It will make real pressure.
These will actually work!
Boosthead.com: Pricing