The oil should have thermal mass to keep on keeping on. It's only going to be super-cold for a day. If you want you can buy diesel anti-gel at an auto parts store and pour it down your fill pipe. I'm not sure how well it would mix, though, unless you maybe pour five gallons of diesel or kerosene after it.