Is this the internal PSU fuse, or an external fuse in your house?
Either way, next thing i'd do is unplug everything from the PSU so it only has to power itself, then try again.
If it still pops, there is a short somewhere, either in your cables inside the computer, in the PSU itself, or if it's a house fuse it could be in the power cable to the PSU.