evga 450 w3

Recently got my HP 750-287C's PSU knocked out by a power surge but had it replaced. Now, when I use my PC, there's a sound coming from it that sounds like someone is shoveling snow outside or the printer starting to print something. What is this a sign of? Is it a sign of a component failing...