Palace frustrated United for much of the game but were unable to stop Fred's looping winner in the 77th minute.
It capped off an impressive display by the hosts who were tested by the visitors.
Palace could have opened the scoring moments before Fred's goal when Jordan Ayew volleyed a cross along the United goalline and beyond the far post.
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