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. |
Subject syllabus
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
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
E-learning
Literature
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 .
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 .
Advised literature
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.
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.