The motorcade of Their Majesties reached the palace two hours later.
The royal couple will rest and recuperate in an area with fresh air, the bureau said in a statement.
Members of the public waited at the Srirjaj Hospital and near the palace to wave flags to greet their Majesties, who were seen waving back to them.