Brentford should have doubled their lead when Mbeumo raced forward and played the ball through the legs of Jan Bednarek to strike partner Wissa, but Ramsdale was out quickly to block his shot.
Brentford thrashed relegation favourites Southampton 5-0 on Saturday to chalk up a long-overdue first away win of the Premier League season, helped by a Bryan Mbeumo double.