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May 29, 2014

DOE case study videos by Peter Goos

These four DOE case study videos and great examples for teaching DOE concepts are available online:

1) Yield Maximization Experiment: A Response Surface Design in an Irregularly Shaped Factor Region
2) Stability Improvement Experiment: A Screening Design in Blocks
3) Wind Tunnel Experiment: A Split-plot Design
4) Laser Etching Experiment: A Definitive Screening Design in Blocks

The videos show how to deal with constraints on the factors levels, how to conduct experiments in blocks, how to set up a split-plot experimental design and how to analyze its data, and the use of a definitive screening design. The first three videos are based on the book Optimal Design of Experiments: A Case Study Approach by Brad Jones and Peter Goos.