Well I got this same problem on my computer, but I know how to fix it. (I didn't on my because I don't want to waste money, but I can live with the noise). Try buying a new cooler, if that doesn't work just hit it. It will stop I am 100% sure. - Thanks.
Regards,
Science.
Regards,
Science.