It depends on what type of unit you buy. Some are meant to be installed permanently, and cannot be removed when the seasons change. These offer the advantage of a better seal and insulation. However, if you'd like to remove your window AC units once the warm weather has ended for the year, you should purchase a removable window air conditioner.