This is Palace's third FA Cup final appearance, having lost in their previous two.
Manager Oliver Glasner, delighted with the result, chose not to celebrate with his players in order to maintain focus.
He said “I’m enjoying walking in front of the stands seeing how happy people are” but joked if he started dancing, he would have “destroyed this moment”.
Palace awaits the winner of the other semi-final to determine their opponent in the final.