Sure, it will bog the engine down, thus lowering the RPM and Voltage. But just because you have a 15kw generator does not mean you have to pull that much.
It is far better to operate any generator at 1/2 to 3/4 max capacity anyway, so if you only ever try to pull 10-12kw from a 15kw generator...