Keep it Covered: Aside from keeping it in the shade during hotter months, it is also a good idea to keep the air conditioning unit completely covered during the months while it is not in use. This includes the months of fall, winter, and parts of spring. You can purchase a simple tarp or other type of thick cover to keep it protected from the elements during the coldest months of the year.