Often you do not have the resources for a full factorial design. In this case, a fractional factorial design is a reasonable alternative, provided that the effects of interest can be estimated. Box, ...

In our coating example, we would call this design a 2-level, 3-factor full factorial DOE. The number of runs would then be ...