As of 3/23 in the 2013-2014 season, Liverpool has received the most penalties (in favor of) with ten penalties. Of the ten they earned, Liverpool has put in eight of the penalties. The other two were missed, not saved.
Its Chelsea....2004-05 season
The premiership team that has been awarded the most penalties is Liverpool. The team has received 119 penalties. They average 5.8 penalties since the 2003/2004 season.