Before you use Minitab, you need to determine what design is most appropriate for your experiment. Minitab provides simplex centroid, simplex lattice, and extreme vertices designs.
When you are choosing a design you need to
For a complete discussion of choosing a design, see [1].
To help you visualize a mixture design, the following illustrations show design points using triangular coordinates. Each point on the triangle represents a particular blend of components that you would use in your experiment. For simplicity, the illustrations show three component designs. The diagrams below only show a few of the mixture designs you can create. Minitab can also create simplex lattice designs up to degree 10 and extreme vertices designs. For an explanation of triangular coordinates, see Triangular coordinate systems.
|
Unaugmented |
Augmented |
Simplex |
permits fitting of up to a |
permits partial fitting of up |
Simplex Lattice |
permits fitting of a linear |
permits partial fitting of up |
Simplex Lattice |
permits fitting of up to a |
permits partial fitting of up |
Simplex Lattice |
permits fitting of up to a |
permits fitting of up to a |
Note |
When selecting a design, it is important to consider the maximum order of the fitted model required to adequately model the response surface. Mixture experiments frequently require a higher-order model than is initially planned. Therefore, it is usually a good idea, whenever possible, to perform additional runs beyond the minimum required to fit the model. For guidelines, see [1]. |