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Intuitive Design of Experiments (DoE)DoE as an investigational strategy that aims to design the most economical experiments for the purpose of obtaining empirical knowledge, i.e. knowledge gained from the system under investigation and not on theoretical models. It is most usefully applied in the first steps of large problem solving projects or for improving existing process or product performance. Recognised as one of the most effective strategies for investigating complex problems, DoE has experienced higher acceptance recently from initiatives such as Design for Six Sigma (DFSS) and Quality by Design (QbD). When used in conjunction with The Unscrambler®’s multivariate data analysis routines, this improves the power and value of DoE. |
Your objective sets your goal !
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- Enter the variables into the Xperiment design wizard| Full & Fractional Factorial | Optimization | |
| Mixture | D-Optimal |
Knowledge = Understanding
Use the various Unscrambler Analysis tools to
- Find the most influential factors
- Discover important interactions
- Develop new formulations
- Optimise a product or process
The information gained at this stage is maximized, from the minimum of experimental and resource input.
Apply the knowledge gained
- Improve the efficiency of your processes
- Implement control strategies for critical steps
- Improve sensory and quality aspects of your products
- Define the “Design Space” in pharmaceutical and biopharmaceutical applications
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- Flexibility in design creation and analysis
- Guidance to select the best suited design
- Before hand estimation of the power of the design
- Color coded table for easy interpretation
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