Does fuse amperage required change with voltage

After all that the simple answer is still no. A fuse is a circuit protection devise. Unless you plan to upgrade the entire circuit the amp load it can handle remains unchanged.
And by the way, a fast blow fuse rated at 30 amps can pass more than 50 amps for X millisecs before opening.