In the top there's a circular cut. I was able to do that with cylinder and boolean modifier. For the bottom cut I created a shape from a cube, scaled down one side and used Ctrl+B to bevel the sides to halfround. That shape exactly was the shape that I wanted to cut out with Boolean modifier. But although it worked with the cylinder, the cut out did not work with the other shape. Is there a solution for this?