My cake has fallen!

We have a recipe we used a lot in Michigan for Kitchenette Cake. The ingredients are, baking powder, flour, milk, salt, shortening, sugar and whatever flavoring you like. We moved to South Carolina and when we make the cake it fall. I am sure it has to do with differing altitudes but I do not know how to adjust the recipe. Can anyone help?