A difference between Commodore Perry's "Black Ships" and the Great White Fleet was that the "Black Ships" :

The black ships were given this name because the vessels were black as they were older and black smoke would rise from the coal-fired steam engines of the American ships.

The "Black Fleet" used force to achieve their goals.