I have seen some articles on the web that recommend putting a few tablespoons of water in the bottom of the Ninja Foodi when cooking bacon. This is generally recommended when cooking things that might put off oil that could burn and smoke. I don't personally have an issue with my machine smoking when I make bacon, but if you do, adding a small amount of water might help.