Yes, it's a fairly easy process. And it's highly unlikely anything else got damaged, power supply units are specifically designed to prevent this.
Also, there are numerous guides and even videos on how to replace a PSU on the internet. You could even take a picture of how everything is connected before removing the old unit if you want to be sure.
