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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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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Description
Other title: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
Summary: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 and benefits for coatings development. Based on real-world applications in coatings formulation, he shows that statistics don’ t have to be that dry and difficult mathematics. Essential for everyone who wants to dive into the topic quickly and start using DoE straight away.
Format:Mode of access: Internet via World Wide Web.
ISBN:9783748600299
DOI:10.1515/9783748600299
Access:restricted access
Hierarchical level:Monograph
Statement of Responsibility: Albert Rössler.