|Hi Yol, when a fan becomes noisy, if there is nothing stuck inside, it should be replaced.|
I do not think it should just be disconnected as it is there for a purpose - to help cooling.
Generally fans are a standard size and thus inexpensive.
Are you able to find which fan is the noisy one?
How old is the pc?
Good Luck - Keep us posted.