639-3006/01 – Design of Experiments (DOE)

Gurantor departmentDepartment of Quality ManagementCredits6
Subject guarantorprof. RNDr. Josef Tošenovský, CSc.Subject version guarantorprof. RNDr. Josef Tošenovský, CSc.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semestersummer
Study languageCzech
Year of introduction2014/2015Year of cancellation
Intended for the facultiesFMTIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
HAL37 Ing. Mgr. Petra Halfarová, Ph.D.
TOS012 Ing. Filip Tošenovský, Ph.D.
TOS40 prof. RNDr. Josef Tošenovský, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 3+2
Combined Credit and Examination 18+0

Subject aims expressed by acquired skills and competences

Knowledge of DOE basic terms and methods: full factorial and fractional factorial plans, robust product and process design, analysis of real problems and their optimal solution, application of one-way and two-way analysis of variance.

Teaching methods

Lectures
Tutorials
Project work

Summary

The subject Design of experiments (DOE) expands the subject matter of regression analysis. Basic strategies of data preparation for regression models are discussed, as are full and fractional factorial plans. The emphasis is placed on the balance between statistical requirements and economic efficiency of data sampling. Construction of experimental plans is accompanied by the methodology of finding key inputs to the modelled process and their optimal set-up. The one-way and two-way analysis of variance (ANOVA) is also part of the subject. The generalizing chapters on dynamic planning and robust technology design are included.

Compulsory 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.

Recommended literature:

JIJU, A. Design of Experiments for Engineers and Scientists. Oxford: Butterworth Heinemann, 2003. ISBN 978-00-80-46995-9.

Way of continuous check of knowledge in the course of semester

Tests during the semester Essay

E-learning

www of FMMI

Další požadavky na studenta

Study of actual journal material.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Full Factorial Design at Two Levels Fractional Factorial Design at Two Levels Quadratic Models Blocking ANOVA Steepest Ascent Designing Robust Products and Proceses

Conditions for subject completion

Combined form (validity from: 2014/2015 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 40 (40) 20
                Projekt Project 40  20
        Examination Examination 60 (60) 31
                Písemná zkouška Written examination 40  20
                Ústní zkouška Oral examination 20  11
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management K Czech Ostrava 1 Compulsory study plan
2019/2020 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management P Czech Ostrava 1 Compulsory study plan
2018/2019 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management P Czech Ostrava 1 Compulsory study plan
2018/2019 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management K Czech Ostrava 1 Compulsory study plan
2017/2018 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management P Czech Ostrava 1 Compulsory study plan
2017/2018 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management K Czech Ostrava 1 Compulsory study plan
2016/2017 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management P Czech Ostrava 1 Compulsory study plan
2016/2017 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management K Czech Ostrava 1 Compulsory study plan
2015/2016 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management P Czech Ostrava 1 Compulsory study plan
2015/2016 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management K Czech Ostrava 1 Compulsory study plan
2014/2015 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management P Czech Ostrava 1 Compulsory study plan
2014/2015 (N3922) Economics and Management of Industrial Systems (3902T062) Quality Management K Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
FMST 2019/2020 Full-time English Compulsory 601 - Study Office stu. block
FMMI 2018/2019 Full-time English Compulsory 601 - Study Office stu. block
FMMI 2017/2018 Full-time English Compulsory 601 - Study Office stu. block
FMMI 2016/2017 Full-time English Compulsory 601 - Study Office stu. block
FMMI 2015/2016 Full-time English Compulsory 601 - Study Office stu. block
FMMI_N 2014/2015 Full-time Czech Compulsory 601 - Study Office stu. block