There is usually more wrong if the fuse blows. There is a small chance during turn on to just blow the fuse from the inrush spike, but during operation, even with a short there likely is another fault.
Before adding a new fuse, I suggest checking the rectifier and maybe diodes on the secondary side. The typical failure mode of diodes is a dead short and this can usually be measured in circuit. One could also test the power MOSFETs the same way - if broken the usual way is a short D to source.
The supply is supposed to be short circuit proof. So the defect might even be under warranty.