Matt,
With out photos it's kind of difficult to visualize your situation, but one thought would be to purchase a space heater and heat up the ambient room temperature. If it makes sense can you put the rack into your closet or bathroom that way if you get that space heater set up you wouldn't have to heat up your whole house.
Good luck
Brian Gundy
408-981-6694