This same effect can be accomplished by spraying cold water into the air inlet, and this is used in some high end cars and jet engines. It also cools hot points in the engine, letting you push the compression higher without causing premature detonation.

Does mean you have to refill a water tank too, but it also lets you get more power without producing any more NOx, which are bad for both the environment and people.