People do this all the time, its gonna use a lot of dry ice though.
When you say maxing out your chiller do you mean they cannot maintain temps during the runs? reducing any heat load in the system will help reduce the load your chiller is seeing as well. Do you know the temps in your solvent tanks before you fill? if so what are they on the first run vs the rest of the runs?