Loud humming from pc on start up

A humming noise that only occurs on start up is usually just your system/component fans spinning up high and then settling down once Windows takes over.

This is common with hardware such as CPU coolers.

Its nothing to worry about and pretty normal. If it really bothers you, try and pin point which fan is making the noise and replace it with one designed to be silent.