Revolved protrusion is not an option here, since the is no axis to revolve about. You could try to construct is using a rectangular L, and after that – to round the corners and edges. I must note, this may result in similar part – but prepare to face many problems. Also, it would be problematic to edit the part afterwards – as there would be no connection between the rectangle and the round radius. Using the “swept protrusion” option, we can create the part with 1 step – though a complex one.
“Sweep” feature (called “Swept Boss/Base” in Solid Works 2008) means that your part has a certain constant cross-section that can be “moved” along certain pass. This is exactly the case with the above detail – the constant circle cross-section that is “moved” - swept(!) – along the “L-type” path.