When the engine is heavily loaded and running at full power, injecting water into the fuel-air mixture, or directly into the cylinder cools the combustion chamber. A cooler combustion chamber permits a denser fuel-air mix and can reduce knocking.
My understanding of water injection is that it doesn't provide much of a benefit at normal power settings.
That makes sense. Thanks.