The London club are safe from relegation and not in contention for a European spot through the league.
According to the Daily Mail, Palace are thinking about flying to Merseyside hours before the Thursday night game.
They do not want a situation where they are staying at a local hotel, only to have the players unable to sleep due to home fans making noise or setting off fireworks outside the hotel.
The club are also looking at other accommodations options in the Manchester area.
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