DropScout will help you find valuable expired domain names that haven’t been renewed by their current (last) owner. It’s a great way to find domain names that have been present on the market for a couple of years, that have a good reputation, that are short and relevant to your primary keyowrds etc. Give it a shot, I think you’ll like it.