Sure it's the pellets going bad? Or are you just having ignition problems with the pellets in general?
Maybe your setup would be more reliable with loose powder. Lack of ignition consistency is the reason many don't use pellets. Nothing worse then hunting hard all day and when you finally get a shot, you either get the snap of the cap or only one of the two pellets fire.