The fuse box for the Mercedes Benz ML320 can be found on the passenger side compartment, behind a removable cover.
Procedure:
1. Open the passenger door.
2. Locate the fuse box cover that's behind the panel on the right-hand side.
3. Remove the cover to reveal the fuse box.