The Eagles took the lead ten minutes before half-time when former Palace defender Joachin Anderson diverted Will Hughes' corner into his own net.
A stunning Palace counter-attack then ended with wing-back Daniel Muñoz slamming the ball home from a tight angle in front of a jubilant away end.
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