Kenmore Ice Maker Not Making Ice

I have a Kenmore refrigerator with bottom freezer. I bought it in 2009. I turned off the ice maker for the winter and when I turned it back on it is not making ice. I did check to make sure there is water to the unit and that checked out. It also makes a noise like it is doing something, but no ice.
Any ideas?

By Karen