“By far the best DOE class I have had." —Chemist, MIX Graduate
If you do product formulation, then standard factorial designs just don't work. You need mixture designs to experiment most effectively. When your work involves both changing the formulation and processing the product, mixture-process combined designs are the optimal tool for success. This 2-day interactive workshop will give you the skills you need to master formulation studies, from screening to optimization.
What if I don’t know whether I need this class?
We encourage you to read our free download, "A Primer on Mixture Design: What’s In It for Formulators?". This introductory text offers formulators modern insights into experimentation on formulations. Learn how mixture designs will meet your needs and produce better results than factorial designs.
“Software, documentation, help and presentations are uniformly excellent!” —Research Scientist, MIX Graduate
During the Mixture Design for Optimal Formulations workshop you will:
“Great class!” —Principal Scientist, MIX Graduate
Design-Expert® software helps you practice designing and analyzing mixture experiments throughout the workshop. The software provides the power for the generation of optimal designs, as well as sophisticated graphical outputs such as trace plots. You will learn how these methods work and what to look for.
Section 1 – Introduction to Mixtures
Section 2 – Constrained Mixtures, Simplex
Section 3 – Constrained Mixtures, Non-Simplex
Section 4 – Multicomponent Linear Constraints
Section 5 – Screening Components
Section 6 – Combining Mixture and Process Variables
Section 7 – Special Mixture and Process Problems
Section 8 – Combining Mixture and Process Variables as Split-Plots
(optional material as time allows)
Knowledge of basic statistics (mean and standard deviation), and exposure to simple comparative experiments (e.g. two-sample t-test) are recommended. To refresh these skills and review basic concepts and terminology, please take the online PreDOE course prior to the workshop. It takes 2-3 hours to complete. You can work at your own pace. Access the PreDOE here.
If you do not complete the PreDOE, and are not familiar with Design-Expert software, then please download a trial of Design-Expert software (if you do not already have access to it) and work through the first tutorial: One Factor - Bowling, found in the Help system.
PDHs: 16 (equals 1.6 CEUs)
Workshop location details will be provided with your confirmation letter, which you will receive once the minimum enrollment requirements are met.
Recommended Texts and Software
Purchase the recommended software at the time of registration to receive a 20% discount. Formulation Simplified text may be purchased at a 20% discount in conjunction with the workshop registration. Other recommended texts may be purchased from your favorite bookseller.