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Goos, Peter

Optimal Design of Experiments: A Case Study Approach

Goos, Peter - Optimal Design of Experiments: A Case Study Approach, ebook

79,20€

Ebook, ePUB with Adobe DRM
ISBN: 9781119976165
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Printing91 pages with an additional page accrued every 8 hours, capped at 91 pages
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"This is an engaging and informative book on the modern practice of experimental design. The authors' writing style is entertaining, the consulting dialogs are extremely enjoyable, and the technical material is presented brilliantly but not overwhelmingly. The book is a joy to read. Everyone who practices or teaches DOE should read this book." -Douglas C. Montgomery, Regents Professor, Department of Industrial Engineering, Arizona State University

This book demonstrates the utility of the computer-aided optimal design approach using real industrial examples. These examples address questions such as the following:

  • How can I do screening inexpensively if I have dozens of factors to investigate?
  • What can I do if I have day-to-day variability and I can only perform 3 runs a day?
  • How can I do RSM cost effectively if I have categorical factors?
  • How can I design and analyze experiments when there is a factor that can only be changed a few times over the study?
  • How can I include both ingredients in a mixture and processing factors in the same study?
  • How can I design an experiment if there are many factor combinations that are impossible to run?
  • How can I make sure that a time trend due to warming up of equipment does not affect the conclusions from a study?
  • How can I take into account batch information in when designing experiments involving multiple batches?
  • How can I add runs to a botched experiment to resolve ambiguities?

While answering these questions the book also shows how to evaluate and compare designs. This allows researchers to make sensible trade-offs between the cost of experimentation and the amount of information they obtain.

Keywords: Experimental Design, computer-aided optimal design approach, how to do RSM cost effectively, explaining the concept of tailored DOE, basics of optimal design, optimal design using flow, optimization or engineering interpretation

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2011
Language
en
Edition
1
Page amount
304 pages
Category
Natural Sciences
Format
Ebook
eISBN (ePUB)
9781119976165
Printed ISBN
9780470744611

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