Kenmore Side-by-Side Not Making Ice

We recently moved into a new home and the ice maker is not making ice. Water is flowing through the door water dispenser just fine. We have checked the water line and it is fine. The refrigerator has sat with no power for months and months; could this have anything to do with it?

By Julie