To maximize your safety, I strongly urge you to take the computer fans you will be using, go to a Radio Shack and tell them you need to set up the fans to run from a wall socket. They'll match a power adapter to the correct wattage/amperage rating for each fan.

Otherwise, if you just grab a random power adapter from another electrical appliance, you run the risk of overloading the power adaptor.