Yes you could but the digital smoke generator needs to have an input from a temp. sensor in the oven so you'd have to install one. In my most humble opinion you won't gain anything but some timing stuff and lots of buttons to push.The digital model has the same temp swings as the analog and is sensitive to the cold.