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JMP is taking Discovery online, April 16 and 18. Register today and join us for interactive sessions featuring popular presentation topics, networking, and discussions with the experts.

Practice JMP using these webinar videos and resources. We hold live Mastering JMP Zoom webinars with Q&A most Fridays at 2 pm US Eastern Time. See the list and register. Local-language live Zoom webinars occur in the UK, Western Europe and Asia. See your country jmp.com/mastering site.

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Extracting Practical Information from Quality-by-Design Models

See how to:

  • Understand the value of QbD
    • Developmental studies lead to enhanced knowledge of a process (design space)
    • Higher levels of quality, faster development and approval of new products, and reduced cost, regardless of industry
  • Understand prerequisites
    • Assure risk analyses with cause and effect diagrams is completed
    • Solicit knowledge of first principals and prior experience to identify  process inputs that could likely affect results
  • Explore design space
    • Reduce models to include significant factors
    • Explore models dynamically using Prediction Profiler
    • Use Profiler to optimize responses
  • ·Create control space within design space
    • Create Contour Plot grid to visualize design space
    • Define control space for a pair of inputs with acceptable operation ranges
    • Identify realistic control space that is well within design space
  • ·Simulate using Prediction Profiler using Process Variability
    • Visualize variability of actual process input measures
    • Summarize behavior of  process inputs using Distributions
    • Include input variability with simulation to estimate likely defect rate
  • ·Estimate robustness of control space
    • Create simulated data for each corner of control space
    • Combine into one JMP data table
    • Run capability study to determine worst-case robustness of control space

 

Resources 

 

 

QbD: Robustness of Control SpaceQbD: Robustness of Control Space

Control Space within Design Space.JPG

 

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