I don't know if this is feasible, but I have a very small 40mm fan which is rated at 12 V/0.07 A, and the Arduino really can't run it with 5 volts.
I plugged it into a 9 volt battery and the power worked great.
You'll want to use a AC to DC 9V supply.
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