Yes, technically you can, but you'll introduce a lot of moisture to the accumulator. You be better off using Nitrogen. If you must use shop air you'll need to evacuate it longer to remove the moisture. If the dessicant in the accumulator is already saturated, you may wind up sending it over the edge, requiring replacement. But in a bind, it'll work. Dont go over 150psi though.