Design of Experiments (DOE)
www.TrainingForQuality.com QAI Training LLC
10 N. Van Buren Street Suite 100
P.O. Box 372
Nashville, IN 47448
317.202.9000

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Course Hours: 40      

About the Course

Design of Experiments:

A Design of Experiment (DOE) is a structured, organized method for determining the relationship between factors (Xs) affecting a process and the output of that process (Y).

Led by an overly enthusiastic Master Black Belt, in this class you'll learn about:

Basic understanding of Experimental designs

  • Overview of the steps of designed experimentation: - Planning - Conducting - Analyzing
  • Objectives of designed experiments
  • Terms and concepts
  • Benefits of using designed experiments
  • Guidelines for successful experimentation

Designing an experiement

  • Characteristics of a good design
  • Best order and manner in which to run trials
  • Features, advantages, disadvantages of design types: - Design matrix considerations: orthogonality, balance, aliasing, resolution, interactions, blocking, replication, repetition, randomization - 2-level designs: full factorials, fractional factorials, Plackett-Burman - 3-level designs: full factorials, fractional factorials, Box-Behnken, Box-Wilson (central composite designs), and Robust Design.

Analysis

  • How to take a practical approach to interpreting results
  • Simple graphical analysis
  • Interpreting ANOVA
  • Interpreting multiple regression analysis
  • Define next steps, optimization

Practical Applications

  • Advice on implementing DOE
  • Explanations of actual experiments and their results
  • Recommendations for how to ensure successful experiments
  • Dealing with "failed" experiments

 

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www.TrainingForQuality.com QAI Training LLC
10 N. Van Buren Street Suite 100
P.O. Box 372
Nashville, IN 47448
317.202.9000

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