Dangers of Dirty Ice Machines Ice machines are dark and damp. This kind of environment is ideal for the growth of slime and mold. If ignored, large buildups of mold, slime, scale, and sediment may form. These substances are difficult to remove, can cause ice machine breakdowns or reduced ice production.