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 Methodology
  • “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
    • Graphical

Day 2

  • Whey with 3 responses
Section 5—Response Surface Designs

  • Box-Behnken designs
    • Response transformation
  • Face-centered CCD (FCD)
    • Design Evaluation
  • Alternative central composite designs
    • Small Draper-Lin versus a regular CCD
  • MR-5 CCDs
Lunch

Section 6—Optimal Design

  • Sizing RSM designs for precision
  • Optimal designs
  • Categoric factors
  • Multiple Linear Constraints (MLC)

Section 7—Homework & DOE Support

  • Homework
  • DOE suppor
Section 8—Optional RSM Tools (as time allows)

  • 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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