Kelly was placed on the 15-day injured list Thursday with right elbow inflammation, Vinnie Duber of AllCHGO.com reports.
Kelly closed out June on a strong note but allowed two runs in each of his first two appearances in July. Now he'll be down for at least the next couple weeks. Nicholas Padilla is taking his spot in the bullpen.