FIG. 1 is a perspective view of a dumbbell shelf rack showing my new design; FIG. 2 is a side view thereof, the opposite side being a mirror image; FIG. 3 is a top view thereof; FIG. 4 is a front view thereof; and, FIG. 5 is a back view thereof.