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
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Online Access: | |
Physical Description: | 1 online resource (168 p.) |
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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 |
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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. |