Go into component mode, and in the status line, there is a button with a question mark. Select that. You will now get an icon of the object's local axis. Select it, and then use the rotate tool. When you're done, press the question mark again, and then go back to object mode. In the rotate tool's options (double click on the tool), and make sure it's set to local.