I use the very thing they were designed to be run off.... A pc power supply.
It is air-cooled, has enormous capacity, has it's own internal fuses, and will run more fans than you have wire to connect them all up.

Just take the bunch of wires leaving the power supply, cross the green wire with any of the black ones, and hey-presto the unit powers up without the computer. Easy-peasy.