Tons of us have done it. The easiest way to do it is to remove all the rings and add a Single Speed Middle Ring of your choice. You will need spacers or SS chain ring bolts to make this work. You can also leave your original middle ring, and add a bash guard in place of your big ring and some kind of a jump stop to prevent the chain from jumping off.