Design of Experiments for Coatings /

Design of Experiments for Coatings / / Albert Rössler.

In order to efficiently develop and improve coatings formulations, it is essential to analyse the several factors affecting their properties. For this purpose, Albert Rössler has compiled a comprehensive overview of the statistical approach of design of experiments (DoE), pointing out its effects an...

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Bibliographic Details
VerfasserIn:
Rössler, Albert,
Place / Publishing House:Hannover : : Vincentz Network, , [2014]
©2014
Year of Publication:2014
Language:English
Series:European Coatings LIBRARY
Online Access:
Physical Description:1 online resource (168 p.)
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Table of Contents:
  • Frontmatter
  • Preface
  • Contents
  • 1. Design of experiments – systematic mania?
  • 2. Planning is essential – a lot helps a lot
  • 3. Number-crunching – nothing ventured, nothing gained in data analysis
  • 4. Parametric optimization and sensitivity analysis – finding a needle in the haystack
  • 5. DoE-Software – do not develop the wheel once more
  • Appendix 1 – Precision, trueness and accuracy
  • Appendix 2 – Location and spread parameters
  • Appendix 3 – Normal distribution
  • Appendix 4 – Confidence intervals
  • Appendix 5 – Hypothesis, tests and conclusions – statistical tests
  • Appendix 6 – Three-component diagrams
  • Appendix 7 – Linear regression
  • Appendix 8 – Failure mode and effect analysis, FMEA
  • Appendix 9 – General references
  • Acknowledgements
  • Author
  • Index

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