Hi there,
To follow up on the meeting of French-speaking users of JMP that took place on October 15, 2019 at SOITEC's premises, I share with you the files that I used to present the subject "Repair of an incomplete experimental plan by the plan augmentation tool and visualization of responses" (JMP journal with integrated data tables and presentation of FUCHS and introduction of the subject in PDF format).
The aim of the project concerns the study of the influence of six parameters (concentration of six additives) in an aqueous base formulation, on different physico-chemical responses: pH, aspect and stability of the emulsion, foaming and performance test. tribological (TTT).
The first design of experiments carried out is an incomplete fractional design with 16 experiments, which unfortunately presents design problems highlighted by the design of experiments evaluation tool.
In order to continue the study and be able to conclude, an increase in plan is carried out with the addition of 8 new experiments. This addition allows to better distribute the points in the experimental space, to increase the power associated with each parameter, to optimize the aliases, and to increase the D and G efficiencies.
A predictive model is built from the augmented design of experiments, and the use of the graph builder makes it possible to highlight the benefit brought by the design augmentation.
If you have any questions, do not hesitate to come back to me on this post or in private 
