Response Surface Methods for Process Optimization (2 Days)

Day 1 Section 1—Review & Introduction
 
  • Factorial with center points
  • Introducing Response Surface Methods (RSM)
  • Augmenting to central composite design (CCD)
  Section 2—Response Surface Methodolog
 
  • “Good” response surface designs
  • Response surface tutorial
  • Details of response surface analysis
Lunch Section 3—Building and Analyzing CCDs>
 
  • Customized CCDs
  • Model reduction
  Section 4—Response Surface Optimization
 
  • Optimization tutorial
    • Numerical
    • Graphica
Day 2
  • Whey with 3 responses
  Section 5—Response Surface Designs
 
  • Box-Behnken designs
    • Response transformation
  • Face-centered CCD (FCD)
    • Design Evaluation
  • Alternative Composite Designs
    • Minimum run resolution V (MR-5) CCD
Lunch Section 6—Optimal Design
 
  • Multiple Linear Constraints (MLC)
    • Optimal designs
    • Sizing RSM designs for precision
  • Categoric factors
  Section 7—Homework & DOE Support>
 
  • Homework
  • DOE support
  Section 8—Optional RSM Tools (as time allow)
 
  • Sizing designs to detect a difference
  • User-defined candidate set
  • Design augmentation
  • MLCs revisited

See the public workshop schedule and the RSM course description for further information.

 


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