"How long" is difficult to say, since we don't know how easily you'll be able to gather the resources. However someone posted about a similar experiment http://www.gamesas.com/topic/1335397-my-smithing-experiment-or-how-many-daggers-to-100/, and you're welcome to ask your question in there.