| Course Unit Code | Course Unit Title | Number of ECTS Credits Allocated |
|---|
| 639-0806/02 | Design of Experiments | 4 ECTS credits |
| Type of Course Unit | Compulsory |
|---|
| Level of Course Unit | Second Cycle |
|---|
| Year of Study | First Year |
|---|
| Semester when the Course Unit is delivered | Summer Semester |
|---|
| Mode of Delivery | Face-to-face |
|---|
| Language of Instruction | Czech, Spanish |
|---|
| Prerequisites and Co-Requisites | |
|---|
| Prerequisities | Course Unit Code | Course Unit Title |
|---|
| 639-0402 | Mathematical Statistics |
| 639-0405 | Theory of Probability |
| Name of Lecturer(s) | Personal ID | Name |
|---|
| TOS40 | prof. RNDr. Josef Tošenovský, CSc. |
| Learning Outcomes of the Course Unit |
|---|
1) Knowledge of DOE basic terms and methods: full factorial and fractional
factorial plans, robust product design
2) Analysis of real problems and their optimal solution
|
| Recommended Optional Programme Components |
|---|
| Monitoring of other information sources. Perceptions of context in relation to the field of quality management. |
| Course Contents |
|---|
1. ANOVA - Experiments with a Single Factors
2. ANOVA - The Latin Square Design
3. Introduction to Factorial Design
4. The 2^k Factorial Design.
5. Two-Level Fractional Design
6. The One-Half Fraction of the 2^k Design
7. Blocking and Confounding in the 2^k Factorial Design
8. Blocking a Replicated in the 2^k Factorial Design
9. Response Surface Methods
10. Three-Level and Mixed Level Factorial Design
11. Robust Design
12. Box–Behnken design
13. Plots in DOE
|
| Recommended or Required Reading |
|---|
| Required Reading: |
|---|
1/ Box,G.-Hunter,W.G.-Hunter,J.S.: Statistics for experiments.
John Wiley &Sons, NY 1978, 653s.
2/ Montgomery, D.C.: Design and Analysis of Experiments. Wiley, NY, 2004.
|
1. BOX,G.-HUNTER,W.G.-HUNTER,J.S.: Statistics for experiments.
John Wiley &Sons, NY 1978, 653s.
2. TOŠENOVSKÝ,J.,NOSKIEVIČOVÁ,D.: Statistické metody pro zlepšování
jakosti. Ostrava, Montanex 2000, 362s.
|
| Recommended Reading: |
|---|
1. Jiju, A,: Design of Experiments for Engineers and Scientis. Oxfortd. Butterworth Heinemann. 2003. ISBN: 0-7506-4709-0
2. Box, G.E.P.: Statistics for Experimenters: Design, Innovation, and Discovery, Second Edition. NY, Wiley, 2007. ISBN: 978-0-470-57091-3
3. Myers, R.H., Montgomery, D.C., Anderson-Cook, Ch.M.: Response Surface Methodology: Process and Product Optimization Using Designed Experiments, 3rd Edition. NY, Wiley, 2009. ISBN: 978-0-470-17446-3.
4. Street, D.J., Burgess, L.: The Construction of Optimal Stated Choice Experiments: Theory and Methods. NY, Wiley, 2007. ISBN: 978-0-470-05332-4. |
1. Jarošová, E.: Navrhování experimentů a jejich analýza. Praha : Česká společnost pro jakost, 2007. ISBN: 978-80-02-01985-5.
2. Navrhování experimentů a jejich analýza - 1. vydání. Norma. 2007.
3. Likeš, J.: Navrhování průmyslových experimentů, SNTL, Praha. 1969
4. Pázman, A.: Základy optimalizácie experimentu, Veda 1980
|
| Planned learning activities and teaching methods |
|---|
| Lectures, Seminars, Tutorials, Project work |
| Assesment methods and criteria |
|---|
| Tasks are not Defined |
| Work placement(s) |
|---|
| The practice is not part of the subject. |
