639-0806/02 – Design of Experiments (DOE)

Gurantor departmentDepartment of Quality ManagementCredits4
Subject guarantorprof. RNDr. Josef Tošenovský, CSc.Subject version guarantorprof. RNDr. Josef Tošenovský, CSc.
Study levelundergraduate or graduateRequirementChoice-compulsory
Year2Semesterwinter
Study languageCzech
Year of introduction2004/2005Year of cancellation2018/2019
Intended for the facultiesFMTIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
TOS40 prof. RNDr. Josef Tošenovský, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+1
Part-time Credit and Examination 18+0

Subject aims expressed by acquired skills and competences

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.

Teaching methods

Individual consultations

Summary

Compulsory literature:

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.

Recommended literature:

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.

Additional study materials

Way of continuous check of knowledge in the course of semester

Tests during the semester Essay

E-learning

www of FMMI

Other requirements

Study of actual journal material.

Prerequisities

Subject codeAbbreviationTitleRequirement
639-0402 MS Mathematical Statistics Recommended
639-0405 TP Theory of Probability Recommended

Co-requisities

Subject has no co-requisities.

Subject syllabus:

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

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester, validity until: 2018/2019 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of pointsMax. počet pokusů
Exercises evaluation and Examination Credit and Examination 100 (100) 51 3
        Exercises evaluation Credit 40 (40) 20 3
                Written exam Written test 40  20 3
        Examination Examination 60 (60) 31 3
                Written examination Written examination 50  20 3
                Oral Oral examination 10  2 3
Mandatory attendence participation:

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Conditions for subject completion and attendance at the exercises within ISP:

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Occurrence in study plans

Academic yearProgrammeBranch/spec.Spec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2015/2016 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2014/2015 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2014/2015 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2012/2013 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2011/2012 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2010/2011 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2010/2011 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2008/2009 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2008/2009 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2007/2008 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2006/2007 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2006/2007 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan
2005/2006 (N3922) Economics and Management of Industrial Systems (3902T041) Quality Management K Czech Ostrava 1 Compulsory study plan
2005/2006 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 2 Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
FMMI 2013/2014 Full-time Czech Compulsory 601 - Study Office stu. block
FMMI 2012/2013 Full-time Czech Compulsory 601 - Study Office stu. block
FMMI_ECTS 2011/2012 Full-time Czech Compulsory 600 - Faculty of Materials Science and Technology - Dean's Office stu. block

Assessment of instruction



2012/2013 Summer
2009/2010 Summer