The Red Devils, who are now managed by Erik ten Hag, became the first team to score in the match after only 17 minutes had passed.
Following some fantastic link-up play by Tyrell Malacia and Diogo Dalot, striker Antony Martial was able to score the goal.
United scored once more shortly after the beginning of the second half of the game, continuing the strong play they had been having.
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(Video) Gooaal Dalot and Malacia teamed up to establish a razor's edge. Martial vs. Crystal Palace
Marcus Rashford completed off what was a superb team goal after appearing just a few yards away from the goal that the Eagles were shooting for.
See the England international's goal from the second half in the gallery that follows; the photographs were provided by MUTV Live.
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