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Design of Experiments

Type of study Doctoral
Language of instruction Czech
Code 639-0925/02
Abbreviation DOE
Course title Design of Experiments
Credits 10
Coordinating department Department of Quality Management
Course coordinator Ing. Mgr. Petra Halfarová, Ph.D.

Osnova předmětu

1. Full factorial design at two levels
Coded variables Effect of factor, dispersion estimate of effect
factor,effect signifikance test Effect of factor graphic evaluation
Graph interaction
2. Fractional faktoriál design at two levels
Compozite design, finding of confounding patterns
Generator selections
3. Significant points of design
4. Second order response surface models Model determinig conditions
Test of curvature. Methods of determining second order response
surface models.Composite design.
Calculating the optimal level of significant factors
Box-Behnken design (BBD).Design for factors at three levels
5. Blocking in experimental design
6. ANOVA in DOE.Decomposition of residuals dispersion
Test Lack-of-fit

Povinná literatura

BOX, G. E. P., W. G. HUNTER a J. S. HUNTER. Statistics for Experimenters. NY: John Wiley & Sons, 1978. ISBN 0-471-09315-7 .
MONTGOMERY, D. C. Design and Analysis of Experiments. NY: Wiley, 2004. ISBN 978-0-470-12866-4.
STREET, D. J. a L. BURGESS. The Construction of Optimal Stated Choice Experiments: Theory and Methods. NY: Wiley, 2007. ISBN 978-0-470-05332-4 .

Doporučená literatura

JIJU, A. Design of Experiments for Engineers and Scientists. Oxford: Butterworth Heinemann, 2003. ISBN 978-00-80-46995-9 .
MYERS, R. H. a D. C. M. MONTGOMERY. Response Surface Methodology: Process and Product Optimization Using Designed Experiments. NY: Wiley, 2009. ISBN 0-471-41255-4.


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